{"data_time": 0.008012522011995316, "eta_seconds": 23463.934350738302, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.34, "fast_rcnn/fg_cls_accuracy": 0.6507936507936508, "iteration": 19, "loss_box_reg": 0.034571278374642134, "loss_cls": 0.10952859651297331, "loss_rpn_cls": 0.009531948540825397, "loss_rpn_loc": 0.007860084064304829, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7336835730820894, "total_loss": 0.16061674756929278}
{"data_time": 0.007698348723351955, "eta_seconds": 23923.73156559281, "fast_rcnn/cls_accuracy": 0.972900390625, "fast_rcnn/false_negative": 0.45158730158730154, "fast_rcnn/fg_cls_accuracy": 0.5484126984126985, "iteration": 39, "loss_box_reg": 0.03601833852007985, "loss_cls": 0.09078816743567586, "loss_rpn_cls": 0.005253612878732383, "loss_rpn_loc": 0.007990412646904588, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.762969315983355, "total_loss": 0.13887596313725226}
{"data_time": 0.008533584885299206, "eta_seconds": 24335.351068111137, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5129621446457504, "fast_rcnn/fg_cls_accuracy": 0.4709719504240052, "iteration": 59, "loss_box_reg": 0.03682518284767866, "loss_cls": 0.095752177760005, "loss_rpn_cls": 0.0054769087582826614, "loss_rpn_loc": 0.007200713793281466, "lr": 0.001, "roi_head/num_bg_samples": 494.125, "roi_head/num_fg_samples": 17.875, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.7723348010331392, "total_loss": 0.14230830677843187}
{"data_time": 0.008770652115345001, "eta_seconds": 24410.160151254386, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.43291700241740527, "fast_rcnn/fg_cls_accuracy": 0.5459129911184706, "iteration": 79, "loss_box_reg": 0.03528723679482937, "loss_cls": 0.0848220600746572, "loss_rpn_cls": 0.005367492020013742, "loss_rpn_loc": 0.006828954647062346, "lr": 0.001, "roi_head/num_bg_samples": 494.625, "roi_head/num_fg_samples": 17.375, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7819960294291377, "total_loss": 0.1303093008173164}
{"data_time": 0.00757610984146595, "eta_seconds": 24531.80718345754, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4477566997892201, "fast_rcnn/fg_cls_accuracy": 0.5398976211984342, "iteration": 99, "loss_box_reg": 0.03447756334207952, "loss_cls": 0.08442958444356918, "loss_rpn_cls": 0.003915420020348392, "loss_rpn_loc": 0.004816671629669145, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7889824900776148, "total_loss": 0.1332870342885144}
{"data_time": 0.008961687795817852, "eta_seconds": 24566.482213379815, "fast_rcnn/cls_accuracy": 0.975830078125, "fast_rcnn/false_negative": 0.4290617848970252, "fast_rcnn/fg_cls_accuracy": 0.5709382151029748, "iteration": 119, "loss_box_reg": 0.03354361071251333, "loss_cls": 0.07816721312701702, "loss_rpn_cls": 0.003843291153316386, "loss_rpn_loc": 0.006301312270807102, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7854013405740261, "total_loss": 0.12727462142356671}
{"data_time": 0.007724461145699024, "eta_seconds": 24612.02141551487, "fast_rcnn/cls_accuracy": 0.974365234375, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.49691358024691357, "iteration": 139, "loss_box_reg": 0.03182470938190818, "loss_cls": 0.07494954345747828, "loss_rpn_cls": 0.004012338387838099, "loss_rpn_loc": 0.00715066323755309, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7949287844821811, "total_loss": 0.11763720048475079}
{"data_time": 0.008233262225985527, "eta_seconds": 24561.798694770783, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.46827242524916945, "fast_rcnn/fg_cls_accuracy": 0.5317275747508305, "iteration": 159, "loss_box_reg": 0.03266181028448045, "loss_cls": 0.07339934399351478, "loss_rpn_cls": 0.003762015843676636, "loss_rpn_loc": 0.0058766383735928684, "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": 0.7630287315696478, "total_loss": 0.11705893661928712}
{"data_time": 0.007403528317809105, "eta_seconds": 24581.122170148417, "fast_rcnn/cls_accuracy": 0.974853515625, "fast_rcnn/false_negative": 0.39745328511151296, "fast_rcnn/fg_cls_accuracy": 0.6025467148884871, "iteration": 179, "loss_box_reg": 0.031069239135831594, "loss_cls": 0.07290015439502895, "loss_rpn_cls": 0.0033731567855284084, "loss_rpn_loc": 0.005683165974915028, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.775334489531815, "total_loss": 0.11400229102218873}
{"data_time": 0.0076223937794566154, "eta_seconds": 24520.277403445914, "fast_rcnn/cls_accuracy": 0.975341796875, "fast_rcnn/false_negative": 0.43563685636856364, "fast_rcnn/fg_cls_accuracy": 0.5346380863622243, "iteration": 199, "loss_box_reg": 0.03094937582500279, "loss_cls": 0.06442584795877337, "loss_rpn_cls": 0.003639359107182827, "loss_rpn_loc": 0.006415358366211876, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7497226931154728, "total_loss": 0.10698687375406735}
{"data_time": 0.010353031568229198, "eta_seconds": 24515.51535185799, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.42512908777969016, "fast_rcnn/fg_cls_accuracy": 0.5570137693631669, "iteration": 219, "loss_box_reg": 0.032706364057958126, "loss_cls": 0.06827489589340985, "loss_rpn_cls": 0.003482570842606947, "loss_rpn_loc": 0.006166966879391111, "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": 0.776288234628737, "total_loss": 0.11053280356281903}
{"data_time": 0.00794257316738367, "eta_seconds": 24534.773302098736, "fast_rcnn/cls_accuracy": 0.975830078125, "fast_rcnn/false_negative": 0.4523141654978962, "fast_rcnn/fg_cls_accuracy": 0.5149513850669603, "iteration": 239, "loss_box_reg": 0.0319460101891309, "loss_cls": 0.06166030163876712, "loss_rpn_cls": 0.0034662394173210487, "loss_rpn_loc": 0.0049290843307971954, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7801174493506551, "total_loss": 0.10279469051602064}
{"data_time": 0.007587959989905357, "eta_seconds": 24565.617678115144, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.33096491228070174, "fast_rcnn/fg_cls_accuracy": 0.6413339382940109, "iteration": 259, "loss_box_reg": 0.029855481116101146, "loss_cls": 0.062089478597044945, "loss_rpn_cls": 0.0030876164892106317, "loss_rpn_loc": 0.005115958134410903, "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": 0.7935235099866986, "total_loss": 0.10487896495033056}
{"data_time": 0.009601226076483727, "eta_seconds": 24592.137425335124, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4035372258263824, "fast_rcnn/fg_cls_accuracy": 0.5924780201888635, "iteration": 279, "loss_box_reg": 0.02925687562674284, "loss_cls": 0.059483938151970506, "loss_rpn_cls": 0.0020226881497364957, "loss_rpn_loc": 0.005126225354615599, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7837496995925903, "total_loss": 0.0975296282558702}
{"data_time": 0.008634855970740318, "eta_seconds": 24590.799352744594, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3890476190476191, "fast_rcnn/fg_cls_accuracy": 0.6109523809523809, "iteration": 299, "loss_box_reg": 0.029733775183558464, "loss_cls": 0.06015561381354928, "loss_rpn_cls": 0.00257876179239247, "loss_rpn_loc": 0.004160467942710966, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7817414263263345, "total_loss": 0.09863455677987076}
{"data_time": 0.01020814199000597, "eta_seconds": 24591.912578843534, "fast_rcnn/cls_accuracy": 0.977783203125, "fast_rcnn/false_negative": 0.38622526636225263, "fast_rcnn/fg_cls_accuracy": 0.5860920852359208, "iteration": 319, "loss_box_reg": 0.0284003596752882, "loss_cls": 0.056751036550849676, "loss_rpn_cls": 0.0028472804951888975, "loss_rpn_loc": 0.00514571818348486, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7875939225777984, "total_loss": 0.0945844783091161}
{"data_time": 0.009840534999966621, "eta_seconds": 24598.33451504633, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3183885640025991, "fast_rcnn/fg_cls_accuracy": 0.6816114359974009, "iteration": 339, "loss_box_reg": 0.029002677067182958, "loss_cls": 0.056161003885790706, "loss_rpn_cls": 0.0028679172974079847, "loss_rpn_loc": 0.005510366798262112, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7794494358822703, "total_loss": 0.09413218279223656}
{"data_time": 0.007414366118609905, "eta_seconds": 24499.096161559224, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3222098628105302, "fast_rcnn/fg_cls_accuracy": 0.6777901371894697, "iteration": 359, "loss_box_reg": 0.029065263108350337, "loss_cls": 0.05716506112366915, "loss_rpn_cls": 0.0027462745747470763, "loss_rpn_loc": 0.004728903571958654, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7385659022256732, "total_loss": 0.09608220821246505}
{"data_time": 0.00872738566249609, "eta_seconds": 24514.611062908545, "fast_rcnn/cls_accuracy": 0.979736328125, "fast_rcnn/false_negative": 0.4123287671232877, "fast_rcnn/fg_cls_accuracy": 0.5876712328767123, "iteration": 379, "loss_box_reg": 0.0270715169608593, "loss_cls": 0.05509865563362837, "loss_rpn_cls": 0.002789762307656929, "loss_rpn_loc": 0.004851759877055883, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7812507348135114, "total_loss": 0.09294435696210712}
{"data_time": 0.007120327092707157, "eta_seconds": 24457.26613043435, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.36491677336747763, "fast_rcnn/fg_cls_accuracy": 0.6208333333333333, "iteration": 399, "loss_box_reg": 0.027052165707573295, "loss_cls": 0.05434567993506789, "loss_rpn_cls": 0.002681358811969403, "loss_rpn_loc": 0.0057420745433773845, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7445170246064663, "total_loss": 0.0881916835969605}
{"data_time": 0.008216104470193386, "eta_seconds": 24391.211176156998, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.2702323717948718, "fast_rcnn/fg_cls_accuracy": 0.7015625, "iteration": 419, "loss_box_reg": 0.027224702876992524, "loss_cls": 0.053208689438179135, "loss_rpn_cls": 0.0025214733614120632, "loss_rpn_loc": 0.0043616292387014255, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7539797332137823, "total_loss": 0.08927202413906343}
{"data_time": 0.00868003536015749, "eta_seconds": 24378.374612199143, "fast_rcnn/cls_accuracy": 0.980712890625, "fast_rcnn/false_negative": 0.3727351164797239, "fast_rcnn/fg_cls_accuracy": 0.6147660818713451, "iteration": 439, "loss_box_reg": 0.02706166566349566, "loss_cls": 0.0496476786211133, "loss_rpn_cls": 0.002440588825265877, "loss_rpn_loc": 0.0046712723560631275, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7910592053085566, "total_loss": 0.08797767161740921}
{"data_time": 0.0074630072340369225, "eta_seconds": 24348.19570890814, "fast_rcnn/cls_accuracy": 0.980712890625, "fast_rcnn/false_negative": 0.3808848553601815, "fast_rcnn/fg_cls_accuracy": 0.6148062015503876, "iteration": 459, "loss_box_reg": 0.027350684627890587, "loss_cls": 0.05049908929504454, "loss_rpn_cls": 0.002590845608210657, "loss_rpn_loc": 0.004399919038405642, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7515839161351323, "total_loss": 0.08467300307347614}
{"data_time": 0.008696524426341057, "eta_seconds": 24332.756632335484, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.26275878671160324, "fast_rcnn/fg_cls_accuracy": 0.6984867330016584, "iteration": 479, "loss_box_reg": 0.025724347215145826, "loss_cls": 0.04798374883830547, "loss_rpn_cls": 0.002291040636919206, "loss_rpn_loc": 0.004849699267651886, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7764205019921064, "total_loss": 0.08570466770106577}
{"data_time": 0.008348255418241024, "eta_seconds": 24288.961305806413, "fast_rcnn/cls_accuracy": 0.981689453125, "fast_rcnn/false_negative": 0.30463980463980467, "fast_rcnn/fg_cls_accuracy": 0.6781119465329992, "iteration": 499, "loss_box_reg": 0.025591660290956497, "loss_cls": 0.047727835830301046, "loss_rpn_cls": 0.0018466699184500612, "loss_rpn_loc": 0.004393290539155714, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7428067056462169, "total_loss": 0.08084798008167127}
{"data_time": 0.008233046159148216, "eta_seconds": 24273.540232630447, "fast_rcnn/cls_accuracy": 0.982666015625, "fast_rcnn/false_negative": 0.30333333333333334, "fast_rcnn/fg_cls_accuracy": 0.6966666666666667, "iteration": 519, "loss_box_reg": 0.026256296318024397, "loss_cls": 0.049031957518309355, "loss_rpn_cls": 0.0017592039912415203, "loss_rpn_loc": 0.005424105940619484, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.768041230738163, "total_loss": 0.08496745068987366}
{"data_time": 0.008912342600524426, "eta_seconds": 24268.670856323093, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.2707570207570208, "fast_rcnn/fg_cls_accuracy": 0.7046511627906977, "iteration": 539, "loss_box_reg": 0.026025674305856228, "loss_cls": 0.045826573856174946, "loss_rpn_cls": 0.0020420869695954025, "loss_rpn_loc": 0.006017747393343598, "lr": 0.001, "roi_head/num_bg_samples": 494.125, "roi_head/num_fg_samples": 17.875, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7792506031692028, "total_loss": 0.07719160104170442}
{"data_time": 0.006641892716288567, "eta_seconds": 24242.698086278513, "fast_rcnn/cls_accuracy": 0.979248046875, "fast_rcnn/false_negative": 0.32976190476190476, "fast_rcnn/fg_cls_accuracy": 0.6326923076923077, "iteration": 559, "loss_box_reg": 0.024752621306106448, "loss_cls": 0.04514194163493812, "loss_rpn_cls": 0.0023366898676613346, "loss_rpn_loc": 0.004974454830517061, "lr": 0.001, "roi_head/num_bg_samples": 491.375, "roi_head/num_fg_samples": 20.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7578640561550856, "total_loss": 0.07783411204218282}
{"data_time": 0.0077176569029688835, "eta_seconds": 24173.64684689045, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.29650140646976086, "fast_rcnn/fg_cls_accuracy": 0.7034985935302391, "iteration": 579, "loss_box_reg": 0.02535560168325901, "loss_cls": 0.04719131509773433, "loss_rpn_cls": 0.0018853317305911332, "loss_rpn_loc": 0.004640311279217713, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7368202423676848, "total_loss": 0.07910032855943427}
{"data_time": 0.00880714412778616, "eta_seconds": 24196.609516086057, "fast_rcnn/cls_accuracy": 0.981689453125, "fast_rcnn/false_negative": 0.25935960591133006, "fast_rcnn/fg_cls_accuracy": 0.7406403940886699, "iteration": 599, "loss_box_reg": 0.02556966571137309, "loss_cls": 0.04656947311013937, "loss_rpn_cls": 0.002039678867731709, "loss_rpn_loc": 0.004411765490658581, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7785664377734065, "total_loss": 0.07764587899873732}
{"data_time": 0.007500183768570423, "eta_seconds": 24120.959911055863, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2857547838412473, "fast_rcnn/fg_cls_accuracy": 0.6988372093023256, "iteration": 619, "loss_box_reg": 0.02404289401602, "loss_cls": 0.04243575455620885, "loss_rpn_cls": 0.0017943185957847163, "loss_rpn_loc": 0.004509311926085502, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7524868277832866, "total_loss": 0.07428822405199753}
{"data_time": 0.010310208424925804, "eta_seconds": 24101.041948270053, "fast_rcnn/cls_accuracy": 0.985595703125, "fast_rcnn/false_negative": 0.21868187154117055, "fast_rcnn/fg_cls_accuracy": 0.7648712956954359, "iteration": 639, "loss_box_reg": 0.02458735555410385, "loss_cls": 0.04220388433896005, "loss_rpn_cls": 0.0019123405145364814, "loss_rpn_loc": 0.0042737413314171135, "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": 0.7412100220099092, "total_loss": 0.07265389113308629}
{"data_time": 0.008485878817737103, "eta_seconds": 24083.01086976193, "fast_rcnn/cls_accuracy": 0.981689453125, "fast_rcnn/false_negative": 0.41279461279461277, "fast_rcnn/fg_cls_accuracy": 0.570550576184379, "iteration": 659, "loss_box_reg": 0.023487733211368322, "loss_cls": 0.042518164962530136, "loss_rpn_cls": 0.0016234972999882302, "loss_rpn_loc": 0.005393007450038567, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7409453736618161, "total_loss": 0.07439263608466717}
{"data_time": 0.008500980213284492, "eta_seconds": 24068.033956298605, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.25478740668614086, "fast_rcnn/fg_cls_accuracy": 0.7427626137303557, "iteration": 679, "loss_box_reg": 0.024170662509277463, "loss_cls": 0.039599853567779064, "loss_rpn_cls": 0.002159208279408631, "loss_rpn_loc": 0.004216726665617898, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7769545987248421, "total_loss": 0.07085180972171656}
{"data_time": 0.008309289813041687, "eta_seconds": 24054.931731220335, "fast_rcnn/cls_accuracy": 0.984130859375, "fast_rcnn/false_negative": 0.25441176470588234, "fast_rcnn/fg_cls_accuracy": 0.7455882352941177, "iteration": 699, "loss_box_reg": 0.023815697291865945, "loss_cls": 0.041767990216612816, "loss_rpn_cls": 0.001659862033193349, "loss_rpn_loc": 0.003961379319662228, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7716990849003196, "total_loss": 0.07276058884235681}
{"data_time": 0.0077079059556126595, "eta_seconds": 24032.506592558697, "fast_rcnn/cls_accuracy": 0.986083984375, "fast_rcnn/false_negative": 0.21136897767332552, "fast_rcnn/fg_cls_accuracy": 0.7663043478260869, "iteration": 719, "loss_box_reg": 0.02530238451436162, "loss_cls": 0.04179105767980218, "loss_rpn_cls": 0.0013193560903346224, "loss_rpn_loc": 0.004464253157493658, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7356907241046429, "total_loss": 0.07091541814770608}
{"data_time": 0.008206740021705627, "eta_seconds": 23990.664924079552, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.26973956180239766, "fast_rcnn/fg_cls_accuracy": 0.7302604381976023, "iteration": 739, "loss_box_reg": 0.021533762221224606, "loss_cls": 0.03839051281102002, "loss_rpn_cls": 0.0015923030377962277, "loss_rpn_loc": 0.004792949577677064, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7374478103592992, "total_loss": 0.06721535525866784}
{"data_time": 0.009151707403361797, "eta_seconds": 23990.753182427958, "fast_rcnn/cls_accuracy": 0.983642578125, "fast_rcnn/false_negative": 0.28310104529616725, "fast_rcnn/fg_cls_accuracy": 0.6823275862068966, "iteration": 759, "loss_box_reg": 0.023412737878970802, "loss_cls": 0.03975172620266676, "loss_rpn_cls": 0.0018445517525833566, "loss_rpn_loc": 0.0036173376574879512, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7905366104096174, "total_loss": 0.07117648603889393}
{"data_time": 0.008813492953777313, "eta_seconds": 23990.800624256954, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.17951127819548873, "fast_rcnn/fg_cls_accuracy": 0.800570703868104, "iteration": 779, "loss_box_reg": 0.022713155020028353, "loss_cls": 0.03788497927598655, "loss_rpn_cls": 0.0014311516738416685, "loss_rpn_loc": 0.0040369348716922104, "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": 0.7879845695570111, "total_loss": 0.06693159272253979}
{"data_time": 0.008690141141414642, "eta_seconds": 23975.432250006124, "fast_rcnn/cls_accuracy": 0.986083984375, "fast_rcnn/false_negative": 0.22878891549777625, "fast_rcnn/fg_cls_accuracy": 0.736076986076986, "iteration": 799, "loss_box_reg": 0.02203908865340054, "loss_cls": 0.038003861205652356, "loss_rpn_cls": 0.0014237814757507294, "loss_rpn_loc": 0.0034773062070598826, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7726490348577499, "total_loss": 0.06697951646674483}
{"data_time": 0.007228041999042034, "eta_seconds": 23930.791060736403, "fast_rcnn/cls_accuracy": 0.986083984375, "fast_rcnn/false_negative": 0.19418982850384386, "fast_rcnn/fg_cls_accuracy": 0.8058101714961561, "iteration": 819, "loss_box_reg": 0.02280833013355732, "loss_cls": 0.036064774729311466, "loss_rpn_cls": 0.001278282396015129, "loss_rpn_loc": 0.0036123933678027242, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7379602566361427, "total_loss": 0.0661899663573422}
{"data_time": 0.009922551922500134, "eta_seconds": 23929.319161282852, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.18529929577464788, "fast_rcnn/fg_cls_accuracy": 0.7832550860719875, "iteration": 839, "loss_box_reg": 0.022420904831960797, "loss_cls": 0.03433097433298826, "loss_rpn_cls": 0.001620810042368248, "loss_rpn_loc": 0.0038068366702646017, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.7836110508069396, "total_loss": 0.06212640926059976}
{"data_time": 0.0069345394149422646, "eta_seconds": 23936.484260864556, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.24907715023994093, "fast_rcnn/fg_cls_accuracy": 0.7368813357185451, "iteration": 859, "loss_box_reg": 0.022105655865743756, "loss_cls": 0.03420823207125068, "loss_rpn_cls": 0.001191035051306244, "loss_rpn_loc": 0.004057542158989236, "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": 1.1318793948739767, "total_loss": 0.06566775360988686}
{"data_time": 0.006934625096619129, "eta_seconds": 23964.166619246826, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.18497588908981316, "fast_rcnn/fg_cls_accuracy": 0.8150241109101868, "iteration": 879, "loss_box_reg": 0.021738280076533556, "loss_cls": 0.03619060292840004, "loss_rpn_cls": 0.0013294534237502376, "loss_rpn_loc": 0.0033535077673150226, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 1.1268580174073577, "total_loss": 0.06471868739026831}
{"data_time": 0.008169671520590782, "eta_seconds": 23999.52563031949, "fast_rcnn/cls_accuracy": 0.987548828125, "fast_rcnn/false_negative": 0.15929684668358102, "fast_rcnn/fg_cls_accuracy": 0.8247602441150829, "iteration": 899, "loss_box_reg": 0.022296611918136477, "loss_cls": 0.033580272924155, "loss_rpn_cls": 0.0017693104928184766, "loss_rpn_loc": 0.004374512092908844, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 1.1791244875639677, "total_loss": 0.06236089989397442}
{"data_time": 0.0077165961265563965, "eta_seconds": 24047.860538108274, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.2043180133432172, "fast_rcnn/fg_cls_accuracy": 0.7884838442419221, "iteration": 919, "loss_box_reg": 0.0217963372124359, "loss_cls": 0.03487913077697158, "loss_rpn_cls": 0.002048031077720225, "loss_rpn_loc": 0.004559194698231295, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 1.1811944115906954, "total_loss": 0.06282911313246586}
{"data_time": 0.007899933494627476, "eta_seconds": 24080.463433319703, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.20708880923934686, "fast_rcnn/fg_cls_accuracy": 0.769170579029734, "iteration": 939, "loss_box_reg": 0.022921735886484385, "loss_cls": 0.03463380457833409, "loss_rpn_cls": 0.00111912148349802, "loss_rpn_loc": 0.003136559229460545, "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": 1.1527616856619716, "total_loss": 0.06196176494813699}
{"data_time": 0.007969725877046585, "eta_seconds": 24105.511443838477, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.17336415362731153, "fast_rcnn/fg_cls_accuracy": 0.8218007163790296, "iteration": 959, "loss_box_reg": 0.0215498796897009, "loss_cls": 0.0344202877022326, "loss_rpn_cls": 0.001540943876534584, "loss_rpn_loc": 0.003758541541174054, "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": 0.8748386399820447, "total_loss": 0.06235670864589338}
{"data_time": 0.007234366610646248, "eta_seconds": 24130.611664911732, "fast_rcnn/cls_accuracy": 0.988525390625, "fast_rcnn/false_negative": 0.18805237315875614, "fast_rcnn/fg_cls_accuracy": 0.8041095890410959, "iteration": 979, "loss_box_reg": 0.023093312280252576, "loss_cls": 0.034057527082040906, "loss_rpn_cls": 0.0014977181581343757, "loss_rpn_loc": 0.0038227080804063007, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.8693352080881596, "total_loss": 0.0629676446551457}
{"data_time": 0.007298863492906094, "eta_seconds": 24136.205759609118, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.7763157894736842, "iteration": 999, "loss_box_reg": 0.02000247733667493, "loss_cls": 0.03291565109975636, "loss_rpn_cls": 0.001181797332719725, "loss_rpn_loc": 0.003928239340893924, "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": 0.8847892237827182, "total_loss": 0.05782553088056375}
{"data_time": 0.007346317172050476, "eta_seconds": 24179.85577985365, "fast_rcnn/cls_accuracy": 0.984130859375, "fast_rcnn/false_negative": 0.21007865374062556, "fast_rcnn/fg_cls_accuracy": 0.7857142857142858, "iteration": 1019, "loss_box_reg": 0.021559146931394935, "loss_cls": 0.031990185379981995, "loss_rpn_cls": 0.0012027144503008458, "loss_rpn_loc": 0.0031209309527184814, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.8614856721833348, "total_loss": 0.060400004866096424}
{"data_time": 0.008310762234032154, "eta_seconds": 24230.67142765131, "fast_rcnn/cls_accuracy": 0.988037109375, "fast_rcnn/false_negative": 0.18363569048500555, "fast_rcnn/fg_cls_accuracy": 0.8013157894736842, "iteration": 1039, "loss_box_reg": 0.02030626148916781, "loss_cls": 0.03159250388853252, "loss_rpn_cls": 0.0014782215330342297, "loss_rpn_loc": 0.005503755353856832, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.9336980050429702, "total_loss": 0.05806803750056133}
{"data_time": 0.007734880782663822, "eta_seconds": 24263.510206764564, "fast_rcnn/cls_accuracy": 0.988037109375, "fast_rcnn/false_negative": 0.17964716006884682, "fast_rcnn/fg_cls_accuracy": 0.8203528399311532, "iteration": 1059, "loss_box_reg": 0.020922308904118836, "loss_cls": 0.028230093652382493, "loss_rpn_cls": 0.0013730152086282033, "loss_rpn_loc": 0.0035312484978931025, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.929873263463378, "total_loss": 0.05521364866217482}
{"data_time": 0.008838039822876453, "eta_seconds": 24290.050992401317, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.17596229379418696, "fast_rcnn/fg_cls_accuracy": 0.8045002261420171, "iteration": 1079, "loss_box_reg": 0.021780726732686162, "loss_cls": 0.0309200594201684, "loss_rpn_cls": 0.0012617977445188444, "loss_rpn_loc": 0.0035496714408509433, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.8417975883930922, "total_loss": 0.05954253489107941}
{"data_time": 0.00811827089637518, "eta_seconds": 24318.636050956324, "fast_rcnn/cls_accuracy": 0.987548828125, "fast_rcnn/false_negative": 0.19134199134199134, "fast_rcnn/fg_cls_accuracy": 0.8029850746268656, "iteration": 1099, "loss_box_reg": 0.021420271950773895, "loss_cls": 0.02907468401826918, "loss_rpn_cls": 0.0011251580144744366, "loss_rpn_loc": 0.003521071790601127, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.8934303969144821, "total_loss": 0.053597188114508754}
{"data_time": 0.007971682585775852, "eta_seconds": 24324.769604360685, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.17821596244131455, "fast_rcnn/fg_cls_accuracy": 0.8153134493233913, "iteration": 1119, "loss_box_reg": 0.018704560585319996, "loss_cls": 0.030043764505535364, "loss_rpn_cls": 0.0013096169896016363, "loss_rpn_loc": 0.003692174475872889, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.8723127031698823, "total_loss": 0.05278531950170873}
{"data_time": 0.008181270211935043, "eta_seconds": 24389.494932951406, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.14647058823529413, "fast_rcnn/fg_cls_accuracy": 0.8508021390374332, "iteration": 1139, "loss_box_reg": 0.021031184820458293, "loss_cls": 0.030542369466274977, "loss_rpn_cls": 0.0014515614475385519, "loss_rpn_loc": 0.0036350463778944686, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.887938667088747, "total_loss": 0.05758672951924382}
{"data_time": 0.0077802520245313644, "eta_seconds": 24459.40834867116, "fast_rcnn/cls_accuracy": 0.987060546875, "fast_rcnn/false_negative": 0.18894830659536543, "fast_rcnn/fg_cls_accuracy": 0.7970225127087872, "iteration": 1159, "loss_box_reg": 0.020753873512148857, "loss_cls": 0.030555889941751957, "loss_rpn_cls": 0.0012591899030667264, "loss_rpn_loc": 0.003713162455824204, "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": 0.8828182891011238, "total_loss": 0.05652571785140026}
{"data_time": 0.006822722032666206, "eta_seconds": 24463.809952077456, "fast_rcnn/cls_accuracy": 0.988037109375, "fast_rcnn/false_negative": 0.20114942528735633, "fast_rcnn/fg_cls_accuracy": 0.7634566862910008, "iteration": 1179, "loss_box_reg": 0.020087496843189, "loss_cls": 0.030541402054950595, "loss_rpn_cls": 0.0014455145878855546, "loss_rpn_loc": 0.003451801763731055, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.8317115539684892, "total_loss": 0.056080261876559234}
{"data_time": 0.007775586098432541, "eta_seconds": 24497.919872934, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.1324173636001593, "fast_rcnn/fg_cls_accuracy": 0.861954459203036, "iteration": 1199, "loss_box_reg": 0.019833356840536, "loss_cls": 0.02904575993306935, "loss_rpn_cls": 0.0010819575218192767, "loss_rpn_loc": 0.0030384891288122162, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.8550021341070533, "total_loss": 0.053675729908718495}
{"data_time": 0.007994660176336765, "eta_seconds": 24534.956745033152, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.16996996996997, "fast_rcnn/fg_cls_accuracy": 0.8300300300300301, "iteration": 1219, "loss_box_reg": 0.019989517983049154, "loss_cls": 0.02950530149973929, "loss_rpn_cls": 0.0011552713131095516, "loss_rpn_loc": 0.003684636118123308, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.8792816884815693, "total_loss": 0.0545730109397482}
{"data_time": 0.008123179897665977, "eta_seconds": 24582.170004541054, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.11284906327324143, "fast_rcnn/fg_cls_accuracy": 0.8787834263884807, "iteration": 1239, "loss_box_reg": 0.019453670363873243, "loss_cls": 0.027030887082219124, "loss_rpn_cls": 0.0010449360506754601, "loss_rpn_loc": 0.0035136211081407964, "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": 0.8650717698037624, "total_loss": 0.054295614871080033}
{"data_time": 0.006980285048484802, "eta_seconds": 24608.274251142517, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.12899159663865545, "fast_rcnn/fg_cls_accuracy": 0.8710084033613446, "iteration": 1259, "loss_box_reg": 0.01894831540994346, "loss_cls": 0.029194995993748307, "loss_rpn_cls": 0.0012626386996998917, "loss_rpn_loc": 0.003301086399005726, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.9010784542188048, "total_loss": 0.055803180888688075}
{"data_time": 0.008001639507710934, "eta_seconds": 24663.142984273843, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.10654244886522836, "fast_rcnn/fg_cls_accuracy": 0.8934575511347717, "iteration": 1279, "loss_box_reg": 0.020845053135417402, "loss_cls": 0.029038436943665147, "loss_rpn_cls": 0.0012473278175093583, "loss_rpn_loc": 0.0038238927299971692, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.9293759493157268, "total_loss": 0.05513867904119252}
{"data_time": 0.00655935425311327, "eta_seconds": 24738.85785758868, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.19025974025974027, "fast_rcnn/fg_cls_accuracy": 0.8097402597402598, "iteration": 1299, "loss_box_reg": 0.0205721139209345, "loss_cls": 0.028185493196360767, "loss_rpn_cls": 0.0012741256869048811, "loss_rpn_loc": 0.0033321497758151963, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.8868062719702721, "total_loss": 0.053969953171872476}
{"data_time": 0.007335131987929344, "eta_seconds": 24771.797204978764, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.14329113924050635, "fast_rcnn/fg_cls_accuracy": 0.8567088607594937, "iteration": 1319, "loss_box_reg": 0.019514807499945164, "loss_cls": 0.028607518412172794, "loss_rpn_cls": 0.0013978227761981543, "loss_rpn_loc": 0.003680676978547126, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.8968035345897079, "total_loss": 0.05453224227312603}
{"data_time": 0.007558722980320454, "eta_seconds": 24833.69766998291, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.14110105580693816, "fast_rcnn/fg_cls_accuracy": 0.8588989441930618, "iteration": 1339, "loss_box_reg": 0.018123155226930976, "loss_cls": 0.0274888111744076, "loss_rpn_cls": 0.001312975087785162, "loss_rpn_loc": 0.003723368965438567, "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": 0.8759252112358809, "total_loss": 0.05281757964621647}
{"data_time": 0.006888292729854584, "eta_seconds": 24890.253416921012, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.13611111111111113, "fast_rcnn/fg_cls_accuracy": 0.8520622895622896, "iteration": 1359, "loss_box_reg": 0.01873925724066794, "loss_cls": 0.026499334489926696, "loss_rpn_cls": 0.001001599465325853, "loss_rpn_loc": 0.00304675055667758, "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": 0.8851729789748788, "total_loss": 0.05580257993415216}
{"data_time": 0.00710821058601141, "eta_seconds": 24944.6774294246, "fast_rcnn/cls_accuracy": 0.988525390625, "fast_rcnn/false_negative": 0.14871273712737126, "fast_rcnn/fg_cls_accuracy": 0.8512872628726287, "iteration": 1379, "loss_box_reg": 0.018282869830727577, "loss_cls": 0.028328232234343886, "loss_rpn_cls": 0.0009963220218196511, "loss_rpn_loc": 0.003114680032012984, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.8973325015977025, "total_loss": 0.0521656955643266}
{"data_time": 0.006577807478606701, "eta_seconds": 25064.88062026538, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.1505827029237375, "fast_rcnn/fg_cls_accuracy": 0.8425679820077694, "iteration": 1399, "loss_box_reg": 0.018723495420999825, "loss_cls": 0.028377934359014034, "loss_rpn_cls": 0.001171651803815621, "loss_rpn_loc": 0.003255408853874542, "lr": 0.001, "roi_head/num_bg_samples": 494.375, "roi_head/num_fg_samples": 17.625, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.8358689043670893, "total_loss": 0.05403433297578886}
{"data_time": 0.006935269571840763, "eta_seconds": 25222.493065712973, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.11427173609169695, "fast_rcnn/fg_cls_accuracy": 0.8857282639083031, "iteration": 1419, "loss_box_reg": 0.019402546458877623, "loss_cls": 0.02511995704844594, "loss_rpn_cls": 0.0012417871512298007, "loss_rpn_loc": 0.004188005274045281, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.9165154192596674, "total_loss": 0.05055807112148614}
{"data_time": 0.007642623968422413, "eta_seconds": 25306.591677739285, "fast_rcnn/cls_accuracy": 0.987060546875, "fast_rcnn/false_negative": 0.17532467532467533, "fast_rcnn/fg_cls_accuracy": 0.8246753246753247, "iteration": 1439, "loss_box_reg": 0.01853181270416826, "loss_cls": 0.026016348390839994, "loss_rpn_cls": 0.0010459365130373044, "loss_rpn_loc": 0.0034084123763022944, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.8723910925909877, "total_loss": 0.05093098238830862}
{"data_time": 0.007989958859980106, "eta_seconds": 25390.305080784485, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.1509107331025139, "fast_rcnn/fg_cls_accuracy": 0.8344748858447488, "iteration": 1459, "loss_box_reg": 0.018256383715197444, "loss_cls": 0.025428071152418852, "loss_rpn_cls": 0.0011862681503771455, "loss_rpn_loc": 0.003796637334744446, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.8517983052879572, "total_loss": 0.0510333299434933}
{"data_time": 0.007371334359049797, "eta_seconds": 25463.862459030002, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.10960960960960961, "fast_rcnn/fg_cls_accuracy": 0.8903903903903904, "iteration": 1479, "loss_box_reg": 0.018091675359755754, "loss_cls": 0.026210118201561272, "loss_rpn_cls": 0.0008455142306047492, "loss_rpn_loc": 0.003286807535914704, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.8725871555507183, "total_loss": 0.05090943171444451}
{"data_time": 0.008765538223087788, "eta_seconds": 25529.49906663224, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.12220149253731344, "fast_rcnn/fg_cls_accuracy": 0.8777985074626866, "iteration": 1499, "loss_box_reg": 0.01783652533777058, "loss_cls": 0.02614825335331261, "loss_rpn_cls": 0.0010340299777453765, "loss_rpn_loc": 0.0030832539487164468, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.8812361573800445, "total_loss": 0.04736292514553497}
{"data_time": 0.007196113467216492, "eta_seconds": 25594.827864523977, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.15038444142921753, "fast_rcnn/fg_cls_accuracy": 0.8496155585707825, "iteration": 1519, "loss_box_reg": 0.01883553888183087, "loss_cls": 0.026724390918388963, "loss_rpn_cls": 0.0009860401314654155, "loss_rpn_loc": 0.0037080659094499424, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.9471530597656965, "total_loss": 0.0491655284731678}
{"data_time": 0.006796174682676792, "eta_seconds": 25708.22834914364, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.11333333333333334, "fast_rcnn/fg_cls_accuracy": 0.88, "iteration": 1539, "loss_box_reg": 0.017911835573613644, "loss_cls": 0.02868298883549869, "loss_rpn_cls": 0.0008499810146531672, "loss_rpn_loc": 0.0036414706701179966, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.8697056509554386, "total_loss": 0.05127365184671362}
{"data_time": 0.00726137962192297, "eta_seconds": 25883.009372795932, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1525489435937197, "fast_rcnn/fg_cls_accuracy": 0.8474510564062803, "iteration": 1559, "loss_box_reg": 0.018035199027508497, "loss_cls": 0.024516594130545855, "loss_rpn_cls": 0.0008647672930237604, "loss_rpn_loc": 0.003033976216102019, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.8763697203248739, "total_loss": 0.04601046353855054}
{"data_time": 0.007349701598286629, "eta_seconds": 25968.01482332498, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.14700180030466695, "fast_rcnn/fg_cls_accuracy": 0.8529981996953331, "iteration": 1579, "loss_box_reg": 0.017773273983038962, "loss_cls": 0.025275553693063557, "loss_rpn_cls": 0.0009981897528632544, "loss_rpn_loc": 0.0033210984838660806, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.9080902468413115, "total_loss": 0.04865174597580335}
{"data_time": 0.008476346731185913, "eta_seconds": 26021.700494794175, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.1448906203176506, "fast_rcnn/fg_cls_accuracy": 0.8495825478050094, "iteration": 1599, "loss_box_reg": 0.01750745077151805, "loss_cls": 0.02665143966441974, "loss_rpn_cls": 0.000839479228034179, "loss_rpn_loc": 0.0028687033482128754, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.8174178125336766, "total_loss": 0.049263177822467696}
{"data_time": 0.007871141657233238, "eta_seconds": 26182.210101697594, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08987256874580818, "fast_rcnn/fg_cls_accuracy": 0.8918721461187215, "iteration": 1619, "loss_box_reg": 0.01813249650876969, "loss_cls": 0.026019746786914766, "loss_rpn_cls": 0.0008437950373263448, "loss_rpn_loc": 0.0033439953404013067, "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": 1.1585350204259157, "total_loss": 0.04957633967023867}
{"data_time": 0.00809645839035511, "eta_seconds": 26450.785334832035, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.10555555555555556, "fast_rcnn/fg_cls_accuracy": 0.8944444444444444, "iteration": 1639, "loss_box_reg": 0.017283232416957617, "loss_cls": 0.02532015834003687, "loss_rpn_cls": 0.001156863883807091, "loss_rpn_loc": 0.002977465250296518, "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": 1.1551152663305402, "total_loss": 0.047098409100271965}
{"data_time": 0.006696620956063271, "eta_seconds": 26637.712836810388, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1434634974533107, "fast_rcnn/fg_cls_accuracy": 0.8417843388960204, "iteration": 1659, "loss_box_reg": 0.018190781120210886, "loss_cls": 0.0255379022564739, "loss_rpn_cls": 0.0009720271027617855, "loss_rpn_loc": 0.00329270405927673, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 1.1786174532026052, "total_loss": 0.0474443386456187}
{"data_time": 0.006741425953805447, "eta_seconds": 26833.038271858357, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.10742609949531362, "fast_rcnn/fg_cls_accuracy": 0.8859949531362653, "iteration": 1679, "loss_box_reg": 0.018518541008234024, "loss_cls": 0.0236309003084898, "loss_rpn_cls": 0.000922192914003972, "loss_rpn_loc": 0.00313714898948092, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 1.1683362871408463, "total_loss": 0.04591095173918802}
{"data_time": 0.007727480493485928, "eta_seconds": 27230.23520936258, "fast_rcnn/cls_accuracy": 0.988525390625, "fast_rcnn/false_negative": 0.1566358024691358, "fast_rcnn/fg_cls_accuracy": 0.8321476964769647, "iteration": 1699, "loss_box_reg": 0.01861827715765685, "loss_cls": 0.023532511084340513, "loss_rpn_cls": 0.00091371538110252, "loss_rpn_loc": 0.003194671546225436, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 1.172793255187571, "total_loss": 0.04871226169234433}
{"data_time": 0.007262358441948891, "eta_seconds": 27612.641115109436, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.15711980637353773, "fast_rcnn/fg_cls_accuracy": 0.8428801936264623, "iteration": 1719, "loss_box_reg": 0.016906670527532697, "loss_cls": 0.023300875443965197, "loss_rpn_cls": 0.000924910988942429, "loss_rpn_loc": 0.003022628792678006, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 1.186353586614132, "total_loss": 0.04682329947809194}
{"data_time": 0.0082520367577672, "eta_seconds": 28457.24547797162, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.11145510835913312, "fast_rcnn/fg_cls_accuracy": 0.8832054560954816, "iteration": 1739, "loss_box_reg": 0.017315802397206426, "loss_cls": 0.0255402154289186, "loss_rpn_cls": 0.0008253852029156405, "loss_rpn_loc": 0.003603402408771217, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 1.1814073650166392, "total_loss": 0.04572673490474699}
{"data_time": 0.007003217935562134, "eta_seconds": 28796.21790822409, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.09092442645074224, "fast_rcnn/fg_cls_accuracy": 0.9090755735492577, "iteration": 1759, "loss_box_reg": 0.017178222187794745, "loss_cls": 0.023857537133153528, "loss_rpn_cls": 0.0006941887327229779, "loss_rpn_loc": 0.002864556692657061, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.9205704610794783, "total_loss": 0.046565293214371195}
{"data_time": 0.0078682079911232, "eta_seconds": 29277.04706141539, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.15696493840530662, "fast_rcnn/fg_cls_accuracy": 0.8430350615946933, "iteration": 1779, "loss_box_reg": 0.017501315334811807, "loss_cls": 0.025008838856592774, "loss_rpn_cls": 0.0007847251290513668, "loss_rpn_loc": 0.0032226465409621596, "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": 0.9726411551237106, "total_loss": 0.04653892545320559}
{"data_time": 0.007197176106274128, "eta_seconds": 29565.656240031123, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.13372747747747749, "fast_rcnn/fg_cls_accuracy": 0.8662725225225225, "iteration": 1799, "loss_box_reg": 0.017817484331317246, "loss_cls": 0.02476094546727836, "loss_rpn_cls": 0.0010304805523446703, "loss_rpn_loc": 0.0029827744438080117, "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": 0.9305537967011333, "total_loss": 0.046298377324092144}
{"data_time": 0.006984994746744633, "eta_seconds": 30175.66269369796, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.11513934813415211, "fast_rcnn/fg_cls_accuracy": 0.884860651865848, "iteration": 1819, "loss_box_reg": 0.017400006647221744, "loss_cls": 0.02274926728568971, "loss_rpn_cls": 0.0008287705240945797, "loss_rpn_loc": 0.0033721539948601276, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.987057619728148, "total_loss": 0.04632706586653512}
{"data_time": 0.0077856723219156265, "eta_seconds": 30612.90401160717, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.12390350877192982, "fast_rcnn/fg_cls_accuracy": 0.8760964912280702, "iteration": 1839, "loss_box_reg": 0.017075387644581497, "loss_cls": 0.02529790881089866, "loss_rpn_cls": 0.0008376159566978458, "loss_rpn_loc": 0.00308605216559954, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 1.0105220917612314, "total_loss": 0.04708633698828635}
{"data_time": 0.007830724120140076, "eta_seconds": 30242.02512036916, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.09848484848484848, "fast_rcnn/fg_cls_accuracy": 0.8997509339975094, "iteration": 1859, "loss_box_reg": 0.016980996937491, "loss_cls": 0.02451709844172001, "loss_rpn_cls": 0.0009300994279328734, "loss_rpn_loc": 0.0032634968956699595, "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": 0.994833524338901, "total_loss": 0.04533883482122292}
{"data_time": 0.007016757503151894, "eta_seconds": 29584.889273489825, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.10126050420168067, "fast_rcnn/fg_cls_accuracy": 0.8987394957983192, "iteration": 1879, "loss_box_reg": 0.01728410948999226, "loss_cls": 0.022233665687963367, "loss_rpn_cls": 0.0006708401219839288, "loss_rpn_loc": 0.0029484399710781872, "lr": 0.001, "roi_head/num_bg_samples": 494.625, "roi_head/num_fg_samples": 17.375, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.9314373796805739, "total_loss": 0.04531380262778839}
{"data_time": 0.008061658591032028, "eta_seconds": 29160.795261429623, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.15891472868217055, "fast_rcnn/fg_cls_accuracy": 0.8410852713178294, "iteration": 1899, "loss_box_reg": 0.016434707446023822, "loss_cls": 0.025312625570222735, "loss_rpn_cls": 0.0008515857607562793, "loss_rpn_loc": 0.0031947953830240294, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.9363076929003, "total_loss": 0.04646303953995812}
{"data_time": 0.006817835383117199, "eta_seconds": 28858.53471069038, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.14890148830616584, "fast_rcnn/fg_cls_accuracy": 0.8510985116938341, "iteration": 1919, "loss_box_reg": 0.01653237547725439, "loss_cls": 0.024333989596925676, "loss_rpn_cls": 0.000995256225905905, "loss_rpn_loc": 0.002988975160405971, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.9061280051246285, "total_loss": 0.044201927711583267}
{"data_time": 0.00680579524487257, "eta_seconds": 28306.316732320003, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.12094155844155843, "fast_rcnn/fg_cls_accuracy": 0.8790584415584415, "iteration": 1939, "loss_box_reg": 0.016435200930573046, "loss_cls": 0.025377087062224746, "loss_rpn_cls": 0.0008804078952380223, "loss_rpn_loc": 0.0027776267525041476, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.9218972017988563, "total_loss": 0.04719195726192993}
{"data_time": 0.00728586595505476, "eta_seconds": 28419.809891695157, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.12422839506172839, "fast_rcnn/fg_cls_accuracy": 0.8757716049382716, "iteration": 1959, "loss_box_reg": 0.017426620819605887, "loss_cls": 0.023658159305341542, "loss_rpn_cls": 0.0009947105827450287, "loss_rpn_loc": 0.0032731424435041845, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.9397636102512479, "total_loss": 0.045604196184285684}
{"data_time": 0.007114918902516365, "eta_seconds": 28536.32022156939, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.083088954056696, "fast_rcnn/fg_cls_accuracy": 0.916911045943304, "iteration": 1979, "loss_box_reg": 0.017225233954377472, "loss_cls": 0.02442978578619659, "loss_rpn_cls": 0.0009280505364586134, "loss_rpn_loc": 0.002980701407068409, "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": 0.9884331896901131, "total_loss": 0.04570821104243805}
{"data_time": 0.006885434500873089, "eta_seconds": 28542.5104593765, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.12976190476190474, "fast_rcnn/fg_cls_accuracy": 0.8702380952380953, "iteration": 1999, "loss_box_reg": 0.01662874687463045, "loss_cls": 0.02337684598751366, "loss_rpn_cls": 0.0006063302344045951, "loss_rpn_loc": 0.002654862495546695, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.9571870705112815, "total_loss": 0.04404626511995957}
{"data_time": 0.007383418269455433, "eta_seconds": 28552.343472475186, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.10584335491828553, "fast_rcnn/fg_cls_accuracy": 0.8941566450817144, "iteration": 2019, "loss_box_reg": 0.016237118281424046, "loss_cls": 0.023928899667225778, "loss_rpn_cls": 0.0009948905717465095, "loss_rpn_loc": 0.002602190084871836, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.9733174489811063, "total_loss": 0.04506552932980412}
{"data_time": 0.008242054842412472, "eta_seconds": 28617.810588017106, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.14345624307643615, "fast_rcnn/fg_cls_accuracy": 0.8565437569235639, "iteration": 2039, "loss_box_reg": 0.015884425025433302, "loss_cls": 0.0233289118623361, "loss_rpn_cls": 0.0008694614807609469, "loss_rpn_loc": 0.0038694465038133785, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.9915372375398874, "total_loss": 0.045617531100106135}
{"data_time": 0.006248669698834419, "eta_seconds": 28709.046919399872, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.09367167919799499, "fast_rcnn/fg_cls_accuracy": 0.906328320802005, "iteration": 2059, "loss_box_reg": 0.016226248117163777, "loss_cls": 0.022835674812085927, "loss_rpn_cls": 0.0008762999232203583, "loss_rpn_loc": 0.00315359873638954, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.9698923192918301, "total_loss": 0.04484885302736075}
{"data_time": 0.007325817830860615, "eta_seconds": 28833.225277788937, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.11715686274509804, "fast_rcnn/fg_cls_accuracy": 0.8800228310502283, "iteration": 2079, "loss_box_reg": 0.015571629512123764, "loss_cls": 0.021004008129239082, "loss_rpn_cls": 0.0007844399315217743, "loss_rpn_loc": 0.003006073980941437, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.9008164368569851, "total_loss": 0.04269718460000149}
{"data_time": 0.007801199331879616, "eta_seconds": 28826.657703149132, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.09301075268817205, "fast_rcnn/fg_cls_accuracy": 0.906989247311828, "iteration": 2099, "loss_box_reg": 0.016914662322960794, "loss_cls": 0.021223481046035886, "loss_rpn_cls": 0.000726553986169165, "loss_rpn_loc": 0.003173012810293585, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.934999356046319, "total_loss": 0.04290327830949536}
{"data_time": 0.006634055636823177, "eta_seconds": 28844.880742751993, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.14305555555555555, "fast_rcnn/fg_cls_accuracy": 0.8569444444444445, "iteration": 2119, "loss_box_reg": 0.015510146506130695, "loss_cls": 0.0231100088567473, "loss_rpn_cls": 0.0008840513510222081, "loss_rpn_loc": 0.003324216428154614, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.9260287303477526, "total_loss": 0.04391441131792817}
{"data_time": 0.0080409599468112, "eta_seconds": 28886.22588973213, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.1369950389794472, "fast_rcnn/fg_cls_accuracy": 0.8630049610205528, "iteration": 2139, "loss_box_reg": 0.01611070754006505, "loss_cls": 0.02362262853421271, "loss_rpn_cls": 0.000851076991239097, "loss_rpn_loc": 0.0026270744638168253, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.9160645855590701, "total_loss": 0.04406147199188126}
{"data_time": 0.007600824348628521, "eta_seconds": 28866.878764123656, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.13117283950617284, "fast_rcnn/fg_cls_accuracy": 0.8688271604938271, "iteration": 2159, "loss_box_reg": 0.01566375233232975, "loss_cls": 0.022655681474134326, "loss_rpn_cls": 0.0009947233688762935, "loss_rpn_loc": 0.0026762567285913974, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.9361556246876717, "total_loss": 0.04286987265913922}
{"data_time": 0.007014327682554722, "eta_seconds": 28907.74524379708, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1234593546600194, "fast_rcnn/fg_cls_accuracy": 0.8765406453399807, "iteration": 2179, "loss_box_reg": 0.016185766668058932, "loss_cls": 0.022963937604799867, "loss_rpn_cls": 0.000686788885786882, "loss_rpn_loc": 0.003016742404724937, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.9913510289043188, "total_loss": 0.04201076100162027}
{"data_time": 0.008385502733290195, "eta_seconds": 29022.7775739152, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.11290322580645161, "fast_rcnn/fg_cls_accuracy": 0.8870967741935484, "iteration": 2199, "loss_box_reg": 0.01585812051780522, "loss_cls": 0.023581083747558296, "loss_rpn_cls": 0.0009793272574825096, "loss_rpn_loc": 0.002861640983610414, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.9991388069465756, "total_loss": 0.04273027065664792}
{"data_time": 0.007814977318048477, "eta_seconds": 29003.299853319302, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1383881230116649, "fast_rcnn/fg_cls_accuracy": 0.8616118769883351, "iteration": 2219, "loss_box_reg": 0.01505037967581302, "loss_cls": 0.023113954113796353, "loss_rpn_cls": 0.0008646345067973016, "loss_rpn_loc": 0.002861214627046138, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.8668585252016783, "total_loss": 0.04306624373612067}
{"data_time": 0.007056982256472111, "eta_seconds": 29196.088791054673, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.09724170172978028, "fast_rcnn/fg_cls_accuracy": 0.9027582982702197, "iteration": 2239, "loss_box_reg": 0.015455767046660185, "loss_cls": 0.01953214092645794, "loss_rpn_cls": 0.0007092705259310605, "loss_rpn_loc": 0.0027428317844169214, "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": 0.8924165237694979, "total_loss": 0.04088759755904903}
{"data_time": 0.007491031661629677, "eta_seconds": 29339.5644062208, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.11666666666666667, "fast_rcnn/fg_cls_accuracy": 0.8833333333333333, "iteration": 2259, "loss_box_reg": 0.01524357427842915, "loss_cls": 0.022886154241859913, "loss_rpn_cls": 0.0005519156939044478, "loss_rpn_loc": 0.002816886619257275, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.9386842548847198, "total_loss": 0.04172690495579445}
{"data_time": 0.007516541518270969, "eta_seconds": 29386.65299183037, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.12952725886389632, "fast_rcnn/fg_cls_accuracy": 0.8686367558239863, "iteration": 2279, "loss_box_reg": 0.015971093671396375, "loss_cls": 0.02312628080835566, "loss_rpn_cls": 0.0007943885502754711, "loss_rpn_loc": 0.002673023242095951, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.949993702583015, "total_loss": 0.04286281648273871}
{"data_time": 0.007648635655641556, "eta_seconds": 29629.122036893852, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.08, "fast_rcnn/fg_cls_accuracy": 0.9199999999999999, "iteration": 2299, "loss_box_reg": 0.015565047040581703, "loss_cls": 0.02373248222284019, "loss_rpn_cls": 0.001029946066410048, "loss_rpn_loc": 0.0032900971127673984, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.9651609323918819, "total_loss": 0.0431486540151127}
{"data_time": 0.01091131940484047, "eta_seconds": 28952.318230740726, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.11805555555555555, "fast_rcnn/fg_cls_accuracy": 0.8819444444444444, "iteration": 2319, "loss_box_reg": 0.014858998241834342, "loss_cls": 0.022320377989672124, "loss_rpn_cls": 0.00048381906162831, "loss_rpn_loc": 0.0027317300264257938, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7981382291764021, "total_loss": 0.0420380687173747}
{"data_time": 0.0081552779302001, "eta_seconds": 28758.19510164857, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11578947368421053, "fast_rcnn/fg_cls_accuracy": 0.8842105263157896, "iteration": 2339, "loss_box_reg": 0.016414363170042634, "loss_cls": 0.022489784634672105, "loss_rpn_cls": 0.0012105009618608165, "loss_rpn_loc": 0.002639009391714353, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.842956299893558, "total_loss": 0.043881149524167995}
{"data_time": 0.008682454004883766, "eta_seconds": 28603.553373738192, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.10398327464788731, "fast_rcnn/fg_cls_accuracy": 0.8960167253521127, "iteration": 2359, "loss_box_reg": 0.015783788287080824, "loss_cls": 0.02120701700914651, "loss_rpn_cls": 0.0008546686876798049, "loss_rpn_loc": 0.0029233716486487538, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.8678166642785072, "total_loss": 0.0415574121791451}
{"data_time": 0.009335109032690525, "eta_seconds": 28195.275447819382, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.128892574166206, "fast_rcnn/fg_cls_accuracy": 0.871107425833794, "iteration": 2379, "loss_box_reg": 0.015595691394992173, "loss_cls": 0.02386558149009943, "loss_rpn_cls": 0.0005796610594188678, "loss_rpn_loc": 0.00263467374315951, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.8280470157042146, "total_loss": 0.044796431690883765}
{"data_time": 0.008821968920528889, "eta_seconds": 28176.09038249217, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.1176923076923077, "fast_rcnn/fg_cls_accuracy": 0.8823076923076922, "iteration": 2399, "loss_box_reg": 0.015380354132503271, "loss_cls": 0.023568217642605305, "loss_rpn_cls": 0.000909849507479521, "loss_rpn_loc": 0.0029654778772965074, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.9309912081807852, "total_loss": 0.0437682983247214}
{"data_time": 0.007573428563773632, "eta_seconds": 28007.34311742522, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.12228260869565218, "fast_rcnn/fg_cls_accuracy": 0.8777173913043479, "iteration": 2419, "loss_box_reg": 0.014839809038676322, "loss_cls": 0.022412255872040987, "loss_rpn_cls": 0.00074052958007087, "loss_rpn_loc": 0.002782963463687338, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.8946237536147237, "total_loss": 0.04085027176506628}
{"data_time": 0.00816397089511156, "eta_seconds": 27999.414980241098, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.09761904761904762, "fast_rcnn/fg_cls_accuracy": 0.8987179487179487, "iteration": 2439, "loss_box_reg": 0.014761529862880707, "loss_cls": 0.021754452725872397, "loss_rpn_cls": 0.0008037157836042752, "loss_rpn_loc": 0.002269844990223646, "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": 0.910017155110836, "total_loss": 0.04053030799241242}
{"data_time": 0.008082563988864422, "eta_seconds": 27981.50039854925, "fast_rcnn/cls_accuracy": 0.988037109375, "fast_rcnn/false_negative": 0.15053258145363407, "fast_rcnn/fg_cls_accuracy": 0.849467418546366, "iteration": 2459, "loss_box_reg": 0.015162691532168537, "loss_cls": 0.022548870649188757, "loss_rpn_cls": 0.0006053734989563964, "loss_rpn_loc": 0.0028582154191099107, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.9133136719465256, "total_loss": 0.0410806359614071}
{"data_time": 0.008277173154056072, "eta_seconds": 27922.25798070617, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.10477869173521348, "fast_rcnn/fg_cls_accuracy": 0.8952213082647865, "iteration": 2479, "loss_box_reg": 0.015612634364515543, "loss_cls": 0.02103260823059827, "loss_rpn_cls": 0.0006546984682245238, "loss_rpn_loc": 0.0025781481963349506, "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": 0.9053073283284903, "total_loss": 0.039588999150055315}
{"data_time": 0.008264614269137383, "eta_seconds": 27879.719434221275, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.10196687370600413, "fast_rcnn/fg_cls_accuracy": 0.8980331262939958, "iteration": 2499, "loss_box_reg": 0.01524735358543694, "loss_cls": 0.02255085960496217, "loss_rpn_cls": 0.0009073558071577281, "loss_rpn_loc": 0.003304755504359491, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.9204415455460548, "total_loss": 0.04339103084839735}
{"data_time": 0.00901544839143753, "eta_seconds": 27702.46421242878, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.09192284508740205, "fast_rcnn/fg_cls_accuracy": 0.9080771549125979, "iteration": 2519, "loss_box_reg": 0.014654710423201323, "loss_cls": 0.02203631168231368, "loss_rpn_cls": 0.0006702639793729759, "loss_rpn_loc": 0.002934057978563942, "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": 0.8232379546388984, "total_loss": 0.038538788590813056}
{"data_time": 0.00911432970315218, "eta_seconds": 27704.21285697166, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.1330128205128205, "fast_rcnn/fg_cls_accuracy": 0.8669871794871795, "iteration": 2539, "loss_box_reg": 0.015225153649225831, "loss_cls": 0.02226592937950045, "loss_rpn_cls": 0.0006633009597862838, "loss_rpn_loc": 0.0025194597837980837, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.9124157400801778, "total_loss": 0.042835485977775534}
{"data_time": 0.007493364624679089, "eta_seconds": 27664.87734059617, "fast_rcnn/cls_accuracy": 0.988037109375, "fast_rcnn/false_negative": 0.16903096903096904, "fast_rcnn/fg_cls_accuracy": 0.830969030969031, "iteration": 2559, "loss_box_reg": 0.015141393174417317, "loss_cls": 0.020698717969935387, "loss_rpn_cls": 0.0009459575312575907, "loss_rpn_loc": 0.002943283092463389, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.9057483552023768, "total_loss": 0.040409455319604604}
{"data_time": 0.007755488157272339, "eta_seconds": 27535.23774775956, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.08343976160068114, "fast_rcnn/fg_cls_accuracy": 0.9165602383993188, "iteration": 2579, "loss_box_reg": 0.015570949646644294, "loss_cls": 0.02260357339400798, "loss_rpn_cls": 0.0004621314128598897, "loss_rpn_loc": 0.0026971934275934473, "lr": 0.001, "roi_head/num_bg_samples": 490.875, "roi_head/num_fg_samples": 21.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.8948180349543691, "total_loss": 0.04241714818999753}
{"data_time": 0.007760645821690559, "eta_seconds": 27554.192933759652, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.10581841432225064, "fast_rcnn/fg_cls_accuracy": 0.8941815856777493, "iteration": 2599, "loss_box_reg": 0.014478737604804337, "loss_cls": 0.02017480507493019, "loss_rpn_cls": 0.0008488693629260524, "loss_rpn_loc": 0.003559512028004974, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.9026181371882558, "total_loss": 0.039509486603492405}
{"data_time": 0.00796104222536087, "eta_seconds": 27348.102034941316, "fast_rcnn/cls_accuracy": 0.988525390625, "fast_rcnn/false_negative": 0.13286264441591783, "fast_rcnn/fg_cls_accuracy": 0.8671373555840822, "iteration": 2619, "loss_box_reg": 0.014797104755416512, "loss_cls": 0.02251517493277788, "loss_rpn_cls": 0.0008902506961021572, "loss_rpn_loc": 0.0025198114381055348, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.8960673231631517, "total_loss": 0.040898169556385255}
{"data_time": 0.007840911857783794, "eta_seconds": 27174.522469483316, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.1121700879765396, "fast_rcnn/fg_cls_accuracy": 0.8878299120234604, "iteration": 2639, "loss_box_reg": 0.014268775936216116, "loss_cls": 0.01995897153392434, "loss_rpn_cls": 0.0007827608460502233, "loss_rpn_loc": 0.002522659153328277, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.9136884761974216, "total_loss": 0.03877219526589215}
{"data_time": 0.008397283032536507, "eta_seconds": 27031.50253066793, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.10280060372295824, "fast_rcnn/fg_cls_accuracy": 0.8971993962770417, "iteration": 2659, "loss_box_reg": 0.014335137093439698, "loss_cls": 0.022415003273636103, "loss_rpn_cls": 0.0007698736230850045, "loss_rpn_loc": 0.0022673063940601423, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.8841444188728929, "total_loss": 0.040275064142406336}
{"data_time": 0.008131636306643486, "eta_seconds": 26730.87416832801, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.10900358189514817, "fast_rcnn/fg_cls_accuracy": 0.8909964181048519, "iteration": 2679, "loss_box_reg": 0.015627832617610693, "loss_cls": 0.02186448103748262, "loss_rpn_cls": 0.0007493405482819071, "loss_rpn_loc": 0.0028528193797683343, "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": 0.7515860330313444, "total_loss": 0.04382992726095836}
{"data_time": 0.0075408658012747765, "eta_seconds": 26557.836465789936, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.13137254901960785, "fast_rcnn/fg_cls_accuracy": 0.8686274509803922, "iteration": 2699, "loss_box_reg": 0.015691389329731464, "loss_cls": 0.022530511487275362, "loss_rpn_cls": 0.0005231404265941819, "loss_rpn_loc": 0.0026985771692125127, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.8400753457099199, "total_loss": 0.04074162909682855}
{"data_time": 0.007760666310787201, "eta_seconds": 26362.635121039115, "fast_rcnn/cls_accuracy": 0.988037109375, "fast_rcnn/false_negative": 0.1231578947368421, "fast_rcnn/fg_cls_accuracy": 0.8768421052631579, "iteration": 2719, "loss_box_reg": 0.01453014463186264, "loss_cls": 0.022029935149475932, "loss_rpn_cls": 0.0008611876401118934, "loss_rpn_loc": 0.0022964715244597755, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.8631115574389696, "total_loss": 0.04143077506523696}
{"data_time": 0.008027526549994946, "eta_seconds": 26182.58667341899, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.11228771228771228, "fast_rcnn/fg_cls_accuracy": 0.8877122877122877, "iteration": 2739, "loss_box_reg": 0.014701033127494156, "loss_cls": 0.02040237991604954, "loss_rpn_cls": 0.0005511402587217162, "loss_rpn_loc": 0.0024697600456420332, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.8541107168421149, "total_loss": 0.03944874827266176}
{"data_time": 0.007459432817995548, "eta_seconds": 26164.690780132078, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.10593088418430885, "fast_rcnn/fg_cls_accuracy": 0.8940691158156912, "iteration": 2759, "loss_box_reg": 0.013618854689411819, "loss_cls": 0.02051618485711515, "loss_rpn_cls": 0.000829051715300011, "loss_rpn_loc": 0.003128177981125191, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.9282149989157915, "total_loss": 0.03957348977246511}
{"data_time": 0.007837198674678802, "eta_seconds": 26120.630741695873, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.1078811369509044, "fast_rcnn/fg_cls_accuracy": 0.8921188630490956, "iteration": 2779, "loss_box_reg": 0.015054871793836355, "loss_cls": 0.022480300278402865, "loss_rpn_cls": 0.0009539631773805013, "loss_rpn_loc": 0.0024801628314889967, "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": 0.8842042619362473, "total_loss": 0.04147452680081187}
{"data_time": 0.007889863103628159, "eta_seconds": 26100.252913979813, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.1084967320261438, "fast_rcnn/fg_cls_accuracy": 0.8915032679738562, "iteration": 2799, "loss_box_reg": 0.01389489124994725, "loss_cls": 0.021331590658519417, "loss_rpn_cls": 0.0006771475473215105, "loss_rpn_loc": 0.00253835492185317, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.9018252687528729, "total_loss": 0.03851225207790776}
{"data_time": 0.00904927123337984, "eta_seconds": 26063.78061292693, "fast_rcnn/cls_accuracy": 0.988037109375, "fast_rcnn/false_negative": 0.1249467858663261, "fast_rcnn/fg_cls_accuracy": 0.875053214133674, "iteration": 2819, "loss_box_reg": 0.01532705151475966, "loss_cls": 0.020465042674914002, "loss_rpn_cls": 0.0008932446671678917, "loss_rpn_loc": 0.0025294772785855457, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 252.625, "rpn/num_pos_anchors": 3.375, "time": 0.8953817533329129, "total_loss": 0.039957148664370834}
{"data_time": 0.00880145188421011, "eta_seconds": 26025.872577426955, "fast_rcnn/cls_accuracy": 0.988037109375, "fast_rcnn/false_negative": 0.11529356060606061, "fast_rcnn/fg_cls_accuracy": 0.8847064393939394, "iteration": 2839, "loss_box_reg": 0.014591768733225763, "loss_cls": 0.02238541009137407, "loss_rpn_cls": 0.0008350347011401027, "loss_rpn_loc": 0.002427227926091291, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.8668186804279685, "total_loss": 0.039689933882982587}
{"data_time": 0.00815561879426241, "eta_seconds": 26008.818396304734, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.09345114345114346, "fast_rcnn/fg_cls_accuracy": 0.9065488565488565, "iteration": 2859, "loss_box_reg": 0.013981347205117345, "loss_cls": 0.020630834624171257, "loss_rpn_cls": 0.0006358624868880725, "loss_rpn_loc": 0.0025979189667850733, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.9033427657559514, "total_loss": 0.037846395261112775}
{"data_time": 0.008422136306762695, "eta_seconds": 25980.270987239666, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.09018567639257294, "fast_rcnn/fg_cls_accuracy": 0.9098143236074271, "iteration": 2879, "loss_box_reg": 0.01381381624378264, "loss_cls": 0.022926331381313503, "loss_rpn_cls": 0.0005726126037188806, "loss_rpn_loc": 0.0024347234138986096, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.8505619065836072, "total_loss": 0.04087656969932141}
{"data_time": 0.008663875982165337, "eta_seconds": 25968.76268258691, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.08480671261612227, "fast_rcnn/fg_cls_accuracy": 0.9151932873838777, "iteration": 2899, "loss_box_reg": 0.014075936283916235, "loss_cls": 0.02087408909574151, "loss_rpn_cls": 0.0005649500826621079, "loss_rpn_loc": 0.0020796128374058753, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.9254439538344741, "total_loss": 0.039120103965160524}
{"data_time": 0.0077193733304739, "eta_seconds": 25950.915349036455, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.09239130434782608, "fast_rcnn/fg_cls_accuracy": 0.9076086956521738, "iteration": 2919, "loss_box_reg": 0.01413676852826029, "loss_cls": 0.0228630886413157, "loss_rpn_cls": 0.0005927023439653567, "loss_rpn_loc": 0.0024721689260331914, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.900738618336618, "total_loss": 0.03992342661786097}
{"data_time": 0.009575990960001945, "eta_seconds": 25933.068015486002, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.13492063492063494, "fast_rcnn/fg_cls_accuracy": 0.8650793650793651, "iteration": 2939, "loss_box_reg": 0.014577593188732862, "loss_cls": 0.020378926070407033, "loss_rpn_cls": 0.0006428428225717653, "loss_rpn_loc": 0.0025682085542939603, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.9009401062503457, "total_loss": 0.0402460085920211}
{"data_time": 0.007694396190345287, "eta_seconds": 25908.89906735439, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.07828688165766817, "fast_rcnn/fg_cls_accuracy": 0.9217131183423318, "iteration": 2959, "loss_box_reg": 0.01477779122069478, "loss_cls": 0.021670395915862173, "loss_rpn_cls": 0.0008786088815213589, "loss_rpn_loc": 0.00249973451718688, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.9379111733287573, "total_loss": 0.03892111591358116}
{"data_time": 0.008692821487784386, "eta_seconds": 25891.05608738307, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.12916975537435138, "fast_rcnn/fg_cls_accuracy": 0.8708302446256486, "iteration": 2979, "loss_box_reg": 0.013974224915727973, "loss_cls": 0.020849016029387712, "loss_rpn_cls": 0.0004912223957944661, "loss_rpn_loc": 0.0032244293543044478, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.8970318483188748, "total_loss": 0.03941778065109247}
{"data_time": 0.008358418010175228, "eta_seconds": 25862.073775629513, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.08207325268817205, "fast_rcnn/fg_cls_accuracy": 0.917926747311828, "iteration": 2999, "loss_box_reg": 0.013496076921001077, "loss_cls": 0.02228815108537674, "loss_rpn_cls": 0.0006683640858682338, "loss_rpn_loc": 0.0021153696070541628, "lr": 0.001, "roi_head/num_bg_samples": 494.375, "roi_head/num_fg_samples": 17.625, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.8758968813344836, "total_loss": 0.04168788085007691}
{"data_time": 0.008323365822434425, "eta_seconds": 25825.713006668724, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11376707404744787, "fast_rcnn/fg_cls_accuracy": 0.8862329259525521, "iteration": 3019, "loss_box_reg": 0.013887721579521894, "loss_cls": 0.02045132196508348, "loss_rpn_cls": 0.0007351576359724277, "loss_rpn_loc": 0.002243975381134078, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.9060740070417523, "total_loss": 0.03919597787626117}
{"data_time": 0.008932841010391712, "eta_seconds": 25774.94771519024, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.07045177045177045, "fast_rcnn/fg_cls_accuracy": 0.9295482295482296, "iteration": 3039, "loss_box_reg": 0.013610518770292401, "loss_cls": 0.02036948688328266, "loss_rpn_cls": 0.0007184393452916993, "loss_rpn_loc": 0.0023578829277539626, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.844343664124608, "total_loss": 0.04203429853623675}
{"data_time": 0.008019725792109966, "eta_seconds": 25728.04622365907, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.09006211180124224, "fast_rcnn/fg_cls_accuracy": 0.9099378881987578, "iteration": 3059, "loss_box_reg": 0.014164951513521373, "loss_cls": 0.0197985980194062, "loss_rpn_cls": 0.0005446218965516891, "loss_rpn_loc": 0.002288960837177001, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.8817826090380549, "total_loss": 0.03678214898354781}
{"data_time": 0.0075884535908699036, "eta_seconds": 25718.815158576705, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.12121212121212122, "fast_rcnn/fg_cls_accuracy": 0.8787878787878788, "iteration": 3079, "loss_box_reg": 0.013673655572347343, "loss_cls": 0.020481724524870515, "loss_rpn_cls": 0.0009059418152901344, "loss_rpn_loc": 0.002655944714206271, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.8991263126954436, "total_loss": 0.040371132716245484}
{"data_time": 0.008225982077419758, "eta_seconds": 25721.548424319364, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.1000891265597148, "fast_rcnn/fg_cls_accuracy": 0.8999108734402852, "iteration": 3099, "loss_box_reg": 0.014212924521416426, "loss_cls": 0.021863457921426743, "loss_rpn_cls": 0.0008118071514218173, "loss_rpn_loc": 0.0022111962316557765, "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": 0.9072678675875068, "total_loss": 0.039278952685890545}
{"data_time": 0.009249222464859486, "eta_seconds": 25703.74866069574, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.08333333333333333, "fast_rcnn/fg_cls_accuracy": 0.9166666666666666, "iteration": 3119, "loss_box_reg": 0.01298490772023797, "loss_cls": 0.02098972350358963, "loss_rpn_cls": 0.0007388519788946724, "loss_rpn_loc": 0.0022929825208848342, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.9109354540705681, "total_loss": 0.03993252838063199}
{"data_time": 0.00797494687139988, "eta_seconds": 25665.45846587885, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.0931782945736434, "fast_rcnn/fg_cls_accuracy": 0.9068217054263565, "iteration": 3139, "loss_box_reg": 0.014147699694149196, "loss_cls": 0.0224361305590719, "loss_rpn_cls": 0.0006127426549937809, "loss_rpn_loc": 0.002525995696487371, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 250.125, "rpn/num_pos_anchors": 5.875, "time": 0.8985409718006849, "total_loss": 0.040603005667435355}
{"data_time": 0.009316532872617245, "eta_seconds": 25647.672901646234, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.1035078394897688, "fast_rcnn/fg_cls_accuracy": 0.8964921605102312, "iteration": 3159, "loss_box_reg": 0.013821572065353394, "loss_cls": 0.02178861034917645, "loss_rpn_cls": 0.0004726014180960192, "loss_rpn_loc": 0.00246083927777363, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.9143730970099568, "total_loss": 0.03884114555330598}
{"data_time": 0.00815047137439251, "eta_seconds": 25573.216915095225, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.15403446925186054, "fast_rcnn/fg_cls_accuracy": 0.8459655307481394, "iteration": 3179, "loss_box_reg": 0.013553814380429685, "loss_cls": 0.02065058273728937, "loss_rpn_cls": 0.0009387592181155924, "loss_rpn_loc": 0.002528973767766729, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.8501483052968979, "total_loss": 0.03817325262389204}
{"data_time": 0.0088293282315135, "eta_seconds": 25544.706410369836, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.1067629179331307, "fast_rcnn/fg_cls_accuracy": 0.8932370820668694, "iteration": 3199, "loss_box_reg": 0.013307283748872578, "loss_cls": 0.019953147682826966, "loss_rpn_cls": 0.0006034127836755943, "loss_rpn_loc": 0.0021942873136140406, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.867783123627305, "total_loss": 0.038221650171180954}
{"data_time": 0.007774428464472294, "eta_seconds": 25553.62960331235, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.0964325529542921, "fast_rcnn/fg_cls_accuracy": 0.903567447045708, "iteration": 3219, "loss_box_reg": 0.013584905420430005, "loss_cls": 0.021300625521689653, "loss_rpn_cls": 0.000467367966848542, "loss_rpn_loc": 0.002174417066271417, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.915316604077816, "total_loss": 0.03875671649575452}
{"data_time": 0.008183031342923641, "eta_seconds": 25545.53747476358, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.08392018779342722, "fast_rcnn/fg_cls_accuracy": 0.9160798122065728, "iteration": 3239, "loss_box_reg": 0.013088626321405172, "loss_cls": 0.0209709235932678, "loss_rpn_cls": 0.0005871253324585268, "loss_rpn_loc": 0.0022331744694383815, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.9553011059761047, "total_loss": 0.03839588452865428}
{"data_time": 0.007695936597883701, "eta_seconds": 25527.024812553078, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.0856469355683604, "fast_rcnn/fg_cls_accuracy": 0.9143530644316396, "iteration": 3259, "loss_box_reg": 0.01384824572596699, "loss_cls": 0.023759603267535567, "loss_rpn_cls": 0.0008184394191630417, "loss_rpn_loc": 0.0029212897788966075, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.8986475868150592, "total_loss": 0.042399231625495304}
{"data_time": 0.008807525970041752, "eta_seconds": 25509.26132150367, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.12822654114788945, "fast_rcnn/fg_cls_accuracy": 0.8717734588521105, "iteration": 3279, "loss_box_reg": 0.013073838548734784, "loss_cls": 0.021420546108856797, "loss_rpn_cls": 0.0005152090352567029, "loss_rpn_loc": 0.0025620262749725953, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.9078715844079852, "total_loss": 0.039096886909646855}
{"data_time": 0.008124136365950108, "eta_seconds": 25503.765031971037, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.09032634032634032, "fast_rcnn/fg_cls_accuracy": 0.9096736596736597, "iteration": 3299, "loss_box_reg": 0.014144640183076262, "loss_cls": 0.02100927068386227, "loss_rpn_cls": 0.0005777693334039213, "loss_rpn_loc": 0.0021367409208323807, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.9048353862017393, "total_loss": 0.03900029517558323}
{"data_time": 0.009058513678610325, "eta_seconds": 25576.709008614533, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.09605263157894736, "fast_rcnn/fg_cls_accuracy": 0.9039473684210526, "iteration": 3319, "loss_box_reg": 0.01239386823726818, "loss_cls": 0.021080914419144392, "loss_rpn_cls": 0.0009039079714057152, "loss_rpn_loc": 0.0021953553514322266, "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": 0.8954042233526707, "total_loss": 0.03810373641067599}
{"data_time": 0.008210106752812862, "eta_seconds": 25538.799380075186, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.11965811965811965, "fast_rcnn/fg_cls_accuracy": 0.8803418803418803, "iteration": 3339, "loss_box_reg": 0.014042622759006917, "loss_cls": 0.0191080502117984, "loss_rpn_cls": 0.0004966354899806902, "loss_rpn_loc": 0.002344133870792575, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.827190269716084, "total_loss": 0.0370227454968699}
{"data_time": 0.010263077914714813, "eta_seconds": 25541.03841273766, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06590346534653466, "fast_rcnn/fg_cls_accuracy": 0.9340965346534653, "iteration": 3359, "loss_box_reg": 0.013653112575411797, "loss_cls": 0.021236371307168156, "loss_rpn_cls": 0.0005518127968571207, "loss_rpn_loc": 0.0021738971263403073, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.9125977121293545, "total_loss": 0.0381381943825545}
{"data_time": 0.009466844610869884, "eta_seconds": 25538.04016758874, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.12888855330715795, "fast_rcnn/fg_cls_accuracy": 0.871111446692842, "iteration": 3379, "loss_box_reg": 0.013419499504379928, "loss_cls": 0.02014438871992752, "loss_rpn_cls": 0.0005112707258376759, "loss_rpn_loc": 0.0024243001389550045, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.896539450623095, "total_loss": 0.03624734225604698}
{"data_time": 0.007988719269633293, "eta_seconds": 25509.149783523753, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.09150717703349281, "fast_rcnn/fg_cls_accuracy": 0.9084928229665072, "iteration": 3399, "loss_box_reg": 0.013497400796040893, "loss_cls": 0.020012204186059535, "loss_rpn_cls": 0.00031969378323992714, "loss_rpn_loc": 0.002464074539602734, "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": 0.8890798585489392, "total_loss": 0.03687225018393292}
{"data_time": 0.007764818146824837, "eta_seconds": 25491.311840945855, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.16117663981588032, "fast_rcnn/fg_cls_accuracy": 0.8388233601841197, "iteration": 3419, "loss_box_reg": 0.013135680695995688, "loss_cls": 0.021426999068353325, "loss_rpn_cls": 0.0007043862806312973, "loss_rpn_loc": 0.002457092559779994, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.9023686153814197, "total_loss": 0.0375689121792675}
{"data_time": 0.009303629398345947, "eta_seconds": 25472.140811023302, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.0621928746928747, "fast_rcnn/fg_cls_accuracy": 0.9378071253071254, "iteration": 3439, "loss_box_reg": 0.01259733980987221, "loss_cls": 0.020744787878356874, "loss_rpn_cls": 0.00072891957097454, "loss_rpn_loc": 0.0024730152799747884, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.9001552797853947, "total_loss": 0.04091135809721891}
{"data_time": 0.008209869265556335, "eta_seconds": 25455.635955790058, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.10516304347826087, "fast_rcnn/fg_cls_accuracy": 0.8948369565217391, "iteration": 3459, "loss_box_reg": 0.01366431952919811, "loss_cls": 0.021716407733038068, "loss_rpn_cls": 0.0007999596214176563, "loss_rpn_loc": 0.002377180353505537, "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": 0.9189797723665833, "total_loss": 0.037635923566085694}
{"data_time": 0.009330134838819504, "eta_seconds": 25434.026625107042, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.10628019323671498, "fast_rcnn/fg_cls_accuracy": 0.893719806763285, "iteration": 3479, "loss_box_reg": 0.012783438200131059, "loss_cls": 0.02040144184138626, "loss_rpn_cls": 0.00033873311463139544, "loss_rpn_loc": 0.002122200050507672, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.8901359438896179, "total_loss": 0.03759340796750621}
{"data_time": 0.008978831581771374, "eta_seconds": 25383.207130828872, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.06552981552981553, "fast_rcnn/fg_cls_accuracy": 0.9344701844701845, "iteration": 3499, "loss_box_reg": 0.013959717936813831, "loss_cls": 0.021808429388329387, "loss_rpn_cls": 0.00047651169370510615, "loss_rpn_loc": 0.0025893908386933617, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.8686129627749324, "total_loss": 0.03837111078746602}
{"data_time": 0.008357995189726353, "eta_seconds": 25407.868397576734, "fast_rcnn/cls_accuracy": 0.988525390625, "fast_rcnn/false_negative": 0.09696319524674038, "fast_rcnn/fg_cls_accuracy": 0.9030368047532595, "iteration": 3519, "loss_box_reg": 0.012277407106012106, "loss_cls": 0.021580043132416904, "loss_rpn_cls": 0.0005856191146449419, "loss_rpn_loc": 0.0020785062515642494, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.9212792031466961, "total_loss": 0.03716827755670238}
{"data_time": 0.008044435642659664, "eta_seconds": 25390.02641983889, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.09743107769423559, "fast_rcnn/fg_cls_accuracy": 0.9025689223057645, "iteration": 3539, "loss_box_reg": 0.013268027803860605, "loss_cls": 0.02125250833341852, "loss_rpn_cls": 0.0004412843154568691, "loss_rpn_loc": 0.0022827315478934906, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.8944145450368524, "total_loss": 0.036862541379377944}
{"data_time": 0.008497843518853188, "eta_seconds": 25372.184442101046, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.08946597199609248, "fast_rcnn/fg_cls_accuracy": 0.9105340280039075, "iteration": 3559, "loss_box_reg": 0.013254282181151211, "loss_cls": 0.02125840715598315, "loss_rpn_cls": 0.0008251837498391978, "loss_rpn_loc": 0.0019911505296477117, "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": 0.912518760189414, "total_loss": 0.03805149875552161}
{"data_time": 0.008252437226474285, "eta_seconds": 25354.342464363202, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06872294372294371, "fast_rcnn/fg_cls_accuracy": 0.9312770562770563, "iteration": 3579, "loss_box_reg": 0.012680979911237955, "loss_cls": 0.017535067861899734, "loss_rpn_cls": 0.0006017183643507451, "loss_rpn_loc": 0.002611043775686994, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.915644409134984, "total_loss": 0.034760465787258}
{"data_time": 0.007777329534292221, "eta_seconds": 25341.73784283176, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06846248842235259, "fast_rcnn/fg_cls_accuracy": 0.9315375115776474, "iteration": 3599, "loss_box_reg": 0.012735862750560045, "loss_cls": 0.02173174952622503, "loss_rpn_cls": 0.0005398645298555493, "loss_rpn_loc": 0.002700390527024865, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.9101813519373536, "total_loss": 0.039430629664821026}
{"data_time": 0.009572598151862621, "eta_seconds": 25325.856646088883, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.11538461538461539, "fast_rcnn/fg_cls_accuracy": 0.8846153846153846, "iteration": 3619, "loss_box_reg": 0.012029415811412036, "loss_cls": 0.023197896662168205, "loss_rpn_cls": 0.0005220418540829996, "loss_rpn_loc": 0.0025918240571627393, "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": 0.8999502109363675, "total_loss": 0.039164817022538045}
{"data_time": 0.008731142617762089, "eta_seconds": 25250.880584941246, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.10912698412698413, "fast_rcnn/fg_cls_accuracy": 0.8908730158730158, "iteration": 3639, "loss_box_reg": 0.013184443698264658, "loss_cls": 0.020719625696074218, "loss_rpn_cls": 0.0008815031578706112, "loss_rpn_loc": 0.0023444774851668626, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.8421426750719547, "total_loss": 0.038110889317977126}
{"data_time": 0.00834633782505989, "eta_seconds": 25271.249907910824, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.10339719533873198, "fast_rcnn/fg_cls_accuracy": 0.896602804661268, "iteration": 3659, "loss_box_reg": 0.012329679448157549, "loss_cls": 0.020989463082514703, "loss_rpn_cls": 0.00040255180920212297, "loss_rpn_loc": 0.002388734996202402, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.9144729794934392, "total_loss": 0.03703968739091579}
{"data_time": 0.008909261785447598, "eta_seconds": 25274.651036227122, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.09062813230872035, "fast_rcnn/fg_cls_accuracy": 0.9093718676912796, "iteration": 3679, "loss_box_reg": 0.012674489989876747, "loss_cls": 0.01862731867004186, "loss_rpn_cls": 0.0008234422384703066, "loss_rpn_loc": 0.0022231087350519374, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.870229042135179, "total_loss": 0.035206229701543634}
{"data_time": 0.00833857525140047, "eta_seconds": 25258.33201240562, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.07565922920892496, "fast_rcnn/fg_cls_accuracy": 0.924340770791075, "iteration": 3699, "loss_box_reg": 0.012881968170404434, "loss_cls": 0.020067879697307944, "loss_rpn_cls": 0.0004016842494820594, "loss_rpn_loc": 0.0022820528829470277, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.8718310631811619, "total_loss": 0.036690746528620366}
{"data_time": 0.009340356104075909, "eta_seconds": 25277.47798596695, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.09980106100795756, "fast_rcnn/fg_cls_accuracy": 0.9001989389920424, "iteration": 3719, "loss_box_reg": 0.012633580307010561, "loss_cls": 0.020883862278424203, "loss_rpn_cls": 0.000618073883742909, "loss_rpn_loc": 0.0022258783574216068, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.9226589910686016, "total_loss": 0.037215003510937095}
{"data_time": 0.008814658038318157, "eta_seconds": 25288.72668872308, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.07378472222222222, "fast_rcnn/fg_cls_accuracy": 0.9262152777777778, "iteration": 3739, "loss_box_reg": 0.012590579106472433, "loss_cls": 0.020858543110080063, "loss_rpn_cls": 0.0007252545810843003, "loss_rpn_loc": 0.0021564987691817805, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.8989558639004827, "total_loss": 0.038343197519225214}
{"data_time": 0.007657638750970364, "eta_seconds": 25254.741833767854, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.0641025641025641, "fast_rcnn/fg_cls_accuracy": 0.9358974358974359, "iteration": 3759, "loss_box_reg": 0.0120124890236184, "loss_cls": 0.020412610727362335, "loss_rpn_cls": 0.000331101532538014, "loss_rpn_loc": 0.0022343906457535923, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.8802046123892069, "total_loss": 0.0365352645120538}
{"data_time": 0.009830287657678127, "eta_seconds": 25244.431023267098, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.0822072072072072, "fast_rcnn/fg_cls_accuracy": 0.9177927927927928, "iteration": 3779, "loss_box_reg": 0.012027797638438642, "loss_cls": 0.019533546757884324, "loss_rpn_cls": 0.0005995534997964569, "loss_rpn_loc": 0.0020943463896401227, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.891855706460774, "total_loss": 0.03563335184389871}
{"data_time": 0.009129886515438557, "eta_seconds": 25199.161139695905, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.09157509157509158, "fast_rcnn/fg_cls_accuracy": 0.9084249084249084, "iteration": 3799, "loss_box_reg": 0.012148312642239034, "loss_cls": 0.020896327740047127, "loss_rpn_cls": 0.0006726211977365892, "loss_rpn_loc": 0.0025771327564143576, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.8391591077670455, "total_loss": 0.03789141466495494}
{"data_time": 0.00829880777746439, "eta_seconds": 25188.09826818481, "fast_rcnn/cls_accuracy": 0.988525390625, "fast_rcnn/false_negative": 0.10709677419354839, "fast_rcnn/fg_cls_accuracy": 0.8929032258064515, "iteration": 3819, "loss_box_reg": 0.012648903066292405, "loss_cls": 0.019703282159753144, "loss_rpn_cls": 0.0005258585811134253, "loss_rpn_loc": 0.0026199087878922, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.9158141324296594, "total_loss": 0.03603851797970492}
{"data_time": 0.00867651216685772, "eta_seconds": 25173.294185305014, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.07080469644902634, "fast_rcnn/fg_cls_accuracy": 0.9291953035509737, "iteration": 3839, "loss_box_reg": 0.012368078692816198, "loss_cls": 0.020749600371345878, "loss_rpn_cls": 0.0009966170164261712, "loss_rpn_loc": 0.0025583692768123, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.8875693557783961, "total_loss": 0.0382218968043162}
{"data_time": 0.008256605826318264, "eta_seconds": 25145.54780441057, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.11942070275403609, "fast_rcnn/fg_cls_accuracy": 0.8805792972459638, "iteration": 3859, "loss_box_reg": 0.012236213777214289, "loss_cls": 0.019754065200686455, "loss_rpn_cls": 0.0008968973011178605, "loss_rpn_loc": 0.002099665754940361, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.8932205475866795, "total_loss": 0.037151161607653194}
{"data_time": 0.00834053847938776, "eta_seconds": 25141.32059504371, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.1064030131826742, "fast_rcnn/fg_cls_accuracy": 0.8935969868173258, "iteration": 3879, "loss_box_reg": 0.012073340592905879, "loss_cls": 0.02083799202227965, "loss_rpn_cls": 0.00046044828650337877, "loss_rpn_loc": 0.002390504210779909, "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": 0.8947088373824954, "total_loss": 0.03708019647092442}
{"data_time": 0.009746826253831387, "eta_seconds": 25130.871559437364, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.09878542510121457, "fast_rcnn/fg_cls_accuracy": 0.9012145748987854, "iteration": 3899, "loss_box_reg": 0.012225501821376383, "loss_cls": 0.021281176363117993, "loss_rpn_cls": 0.0006165919962768385, "loss_rpn_loc": 0.0021342003747122362, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.9178343871608377, "total_loss": 0.03763202428854129}
{"data_time": 0.008763924241065979, "eta_seconds": 25105.558964098804, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.09135060129509713, "fast_rcnn/fg_cls_accuracy": 0.9086493987049029, "iteration": 3919, "loss_box_reg": 0.012015550746582448, "loss_cls": 0.02114118920871988, "loss_rpn_cls": 0.0004257075470377458, "loss_rpn_loc": 0.002364562256843783, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.8897991497069597, "total_loss": 0.037183996220051085}
{"data_time": 0.007547713816165924, "eta_seconds": 25060.370582713746, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.12204222788496541, "fast_rcnn/fg_cls_accuracy": 0.8779577721150346, "iteration": 3939, "loss_box_reg": 0.012778531992807984, "loss_cls": 0.01942907553166151, "loss_rpn_cls": 0.00044048491872672457, "loss_rpn_loc": 0.0019004222704097629, "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": 0.8532814849168062, "total_loss": 0.035436615678918315}
{"data_time": 0.010503020137548447, "eta_seconds": 25029.94042059034, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.08401880141010576, "fast_rcnn/fg_cls_accuracy": 0.9159811985898942, "iteration": 3959, "loss_box_reg": 0.0127045534318313, "loss_cls": 0.021200620103627443, "loss_rpn_cls": 0.0005988889445234236, "loss_rpn_loc": 0.0020092931590625085, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.8566157380118966, "total_loss": 0.036329792098740654}
{"data_time": 0.009061581455171108, "eta_seconds": 25006.92054256983, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.08709273182957393, "fast_rcnn/fg_cls_accuracy": 0.912907268170426, "iteration": 3979, "loss_box_reg": 0.012237332644872367, "loss_cls": 0.020190961367916316, "loss_rpn_cls": 0.0004242310515110148, "loss_rpn_loc": 0.0022312168002827093, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.8853857005015016, "total_loss": 0.03624103237325471}
{"data_time": 0.00909164547920227, "eta_seconds": 25005.7206407059, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.05322802197802198, "fast_rcnn/fg_cls_accuracy": 0.9467719780219781, "iteration": 3999, "loss_box_reg": 0.012256457237526774, "loss_cls": 0.019173028180375695, "loss_rpn_cls": 0.0007747565878162277, "loss_rpn_loc": 0.0018825662846211344, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.8997366474941373, "total_loss": 0.03391412028577179}
{"data_time": 0.0079029006883502, "eta_seconds": 24987.860049555078, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.1121713729308666, "fast_rcnn/fg_cls_accuracy": 0.8878286270691333, "iteration": 4019, "loss_box_reg": 0.01161316956859082, "loss_cls": 0.021741711243521422, "loss_rpn_cls": 0.0006744907782376686, "loss_rpn_loc": 0.002409620712569449, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.9071951676160097, "total_loss": 0.03566923686412338}
{"data_time": 0.007581732235848904, "eta_seconds": 24991.831469280645, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.10404371584699454, "fast_rcnn/fg_cls_accuracy": 0.8959562841530054, "iteration": 4039, "loss_box_reg": 0.012385491165332496, "loss_cls": 0.0195101122953929, "loss_rpn_cls": 0.000585646268518758, "loss_rpn_loc": 0.0022623764889431186, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.9140692558139563, "total_loss": 0.03550993728413232}
{"data_time": 0.008327587507665157, "eta_seconds": 24997.874891861342, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.09666666666666668, "fast_rcnn/fg_cls_accuracy": 0.9033333333333333, "iteration": 4059, "loss_box_reg": 0.011832379968836904, "loss_cls": 0.019480224465951324, "loss_rpn_cls": 0.0004133097454541712, "loss_rpn_loc": 0.002048115318757482, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.920531777665019, "total_loss": 0.036356590615014284}
{"data_time": 0.008175128139555454, "eta_seconds": 24984.485257982276, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.0875, "fast_rcnn/fg_cls_accuracy": 0.9125000000000001, "iteration": 4079, "loss_box_reg": 0.012536427355371416, "loss_cls": 0.020639997674152255, "loss_rpn_cls": 0.0004365447020973079, "loss_rpn_loc": 0.0022360772782121785, "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": 0.9036926133558154, "total_loss": 0.03603342384167263}
{"data_time": 0.010723738931119442, "eta_seconds": 24944.63162484672, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.1231822971548999, "fast_rcnn/fg_cls_accuracy": 0.8705603038936371, "iteration": 4099, "loss_box_reg": 0.012026275391690433, "loss_cls": 0.01939035637769848, "loss_rpn_cls": 0.00048597231307212496, "loss_rpn_loc": 0.00220661582716275, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.8569189738482237, "total_loss": 0.03493751488372254}
{"data_time": 0.009962024167180061, "eta_seconds": 24031.9279669635, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.358974358974359, "fast_rcnn/fg_cls_accuracy": 0.6292134831460674, "iteration": 19, "loss_box_reg": 0.03395906975492835, "loss_cls": 0.11678161472082138, "loss_rpn_cls": 0.009393867221660912, "loss_rpn_loc": 0.0063030795427039266, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7514439187943935, "total_loss": 0.1654096612619469}
{"data_time": 0.008908728137612343, "eta_seconds": 24309.437975285575, "fast_rcnn/cls_accuracy": 0.972900390625, "fast_rcnn/false_negative": 0.5083034842070987, "fast_rcnn/fg_cls_accuracy": 0.4415051510389384, "iteration": 39, "loss_box_reg": 0.034455129178240895, "loss_cls": 0.10380987543612719, "loss_rpn_cls": 0.0060013332913513295, "loss_rpn_loc": 0.005724241767893545, "lr": 0.001, "roi_head/num_bg_samples": 494.375, "roi_head/num_fg_samples": 17.625, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7657153131440282, "total_loss": 0.15054190520459088}
{"data_time": 0.009079952724277973, "eta_seconds": 24294.226037001237, "fast_rcnn/cls_accuracy": 0.968505859375, "fast_rcnn/false_negative": 0.5555555555555556, "fast_rcnn/fg_cls_accuracy": 0.4132513661202186, "iteration": 59, "loss_box_reg": 0.037002589320763946, "loss_cls": 0.0842385464347899, "loss_rpn_cls": 0.005852586153196171, "loss_rpn_loc": 0.0064860841957852244, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7602328499779105, "total_loss": 0.13318264685221948}
{"data_time": 0.009602670557796955, "eta_seconds": 24279.0140987169, "fast_rcnn/cls_accuracy": 0.972412109375, "fast_rcnn/false_negative": 0.4665324127349444, "fast_rcnn/fg_cls_accuracy": 0.5334675872650556, "iteration": 79, "loss_box_reg": 0.03565251803956926, "loss_cls": 0.0846404517069459, "loss_rpn_cls": 0.004810169353731908, "loss_rpn_loc": 0.006604463967960328, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7588151665404439, "total_loss": 0.13727362104691565}
{"data_time": 0.009692644700407982, "eta_seconds": 24263.802160432562, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4293394777265745, "fast_rcnn/fg_cls_accuracy": 0.5706605222734256, "iteration": 99, "loss_box_reg": 0.03307483880780637, "loss_cls": 0.08146084286272526, "loss_rpn_cls": 0.003568117070244625, "loss_rpn_loc": 0.006421072263037786, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7627528673037887, "total_loss": 0.13017454113287386}
{"data_time": 0.008419007062911987, "eta_seconds": 24256.077110761777, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4894366197183099, "fast_rcnn/fg_cls_accuracy": 0.5105633802816901, "iteration": 119, "loss_box_reg": 0.03412279114127159, "loss_cls": 0.07681499281898141, "loss_rpn_cls": 0.004193350090645254, "loss_rpn_loc": 0.006688337700325064, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7648582626134157, "total_loss": 0.12292432841786649}
{"data_time": 0.008992629125714302, "eta_seconds": 24247.441739913076, "fast_rcnn/cls_accuracy": 0.976318359375, "fast_rcnn/false_negative": 0.49223062768350034, "fast_rcnn/fg_cls_accuracy": 0.5077693723164997, "iteration": 139, "loss_box_reg": 0.03325878409668803, "loss_cls": 0.07353825960308313, "loss_rpn_cls": 0.004322504217270762, "loss_rpn_loc": 0.00650861271424219, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7615057127550244, "total_loss": 0.12141224103106651}
{"data_time": 0.008601728826761246, "eta_seconds": 24248.247608764097, "fast_rcnn/cls_accuracy": 0.980224609375, "fast_rcnn/false_negative": 0.3714646464646465, "fast_rcnn/fg_cls_accuracy": 0.6215909090909091, "iteration": 159, "loss_box_reg": 0.033069183118641376, "loss_cls": 0.0712094116024673, "loss_rpn_cls": 0.0032010339018597733, "loss_rpn_loc": 0.005088056001113728, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7661921577528119, "total_loss": 0.1170878178672865}
{"data_time": 0.008629241026937962, "eta_seconds": 24217.00020733103, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.49, "fast_rcnn/fg_cls_accuracy": 0.51, "iteration": 179, "loss_box_reg": 0.03231157222762704, "loss_cls": 0.0713088009506464, "loss_rpn_cls": 0.0033514630922582, "loss_rpn_loc": 0.005818009900394827, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7570803174749017, "total_loss": 0.11191305240936344}
{"data_time": 0.008932447992265224, "eta_seconds": 24201.77944104001, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43087121212121215, "fast_rcnn/fg_cls_accuracy": 0.5629401408450705, "iteration": 199, "loss_box_reg": 0.03018718515522778, "loss_cls": 0.06488679209724069, "loss_rpn_cls": 0.003933042113203555, "loss_rpn_loc": 0.006091959599871188, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7632316658273339, "total_loss": 0.10707557964633452}
{"data_time": 0.008318459615111351, "eta_seconds": 24193.69495839998, "fast_rcnn/cls_accuracy": 0.979248046875, "fast_rcnn/false_negative": 0.3906469760900141, "fast_rcnn/fg_cls_accuracy": 0.583996383363472, "iteration": 219, "loss_box_reg": 0.030980879440903664, "loss_cls": 0.0660143494606018, "loss_rpn_cls": 0.002904164299252443, "loss_rpn_loc": 0.005905591751798056, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7612708201631904, "total_loss": 0.11198886337660952}
{"data_time": 0.008948510512709618, "eta_seconds": 24178.469701197, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4667963323145318, "fast_rcnn/fg_cls_accuracy": 0.5050597045132564, "iteration": 239, "loss_box_reg": 0.03024363936856389, "loss_cls": 0.06369874766096473, "loss_rpn_cls": 0.00298703609041695, "loss_rpn_loc": 0.004460680298507214, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7612437391653657, "total_loss": 0.1057150086708134}
{"data_time": 0.008604430593550205, "eta_seconds": 24163.749761605635, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4133928571428571, "fast_rcnn/fg_cls_accuracy": 0.5819265143992056, "iteration": 259, "loss_box_reg": 0.028961436124518514, "loss_cls": 0.06323622539639473, "loss_rpn_cls": 0.002460883235471556, "loss_rpn_loc": 0.005251362672424875, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7629058174788952, "total_loss": 0.09889380643653567}
{"data_time": 0.008515894412994385, "eta_seconds": 24148.019186791033, "fast_rcnn/cls_accuracy": 0.979248046875, "fast_rcnn/false_negative": 0.45890410958904104, "fast_rcnn/fg_cls_accuracy": 0.5342465753424658, "iteration": 279, "loss_box_reg": 0.029531421838328242, "loss_cls": 0.06192257069051266, "loss_rpn_cls": 0.002689245840883814, "loss_rpn_loc": 0.004987803578842431, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7532952968031168, "total_loss": 0.10157942905789241}
{"data_time": 0.007678035646677017, "eta_seconds": 24140.76507572271, "fast_rcnn/cls_accuracy": 0.981689453125, "fast_rcnn/false_negative": 0.32101254480286734, "fast_rcnn/fg_cls_accuracy": 0.6789874551971327, "iteration": 299, "loss_box_reg": 0.03213937091641128, "loss_cls": 0.06324578309431672, "loss_rpn_cls": 0.003258690750953974, "loss_rpn_loc": 0.004912024785880931, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7650799844413996, "total_loss": 0.1055667090768111}
{"data_time": 0.008749083615839481, "eta_seconds": 24140.070128289983, "fast_rcnn/cls_accuracy": 0.982666015625, "fast_rcnn/false_negative": 0.2909433962264151, "fast_rcnn/fg_cls_accuracy": 0.7002777777777778, "iteration": 319, "loss_box_reg": 0.02809820289257914, "loss_cls": 0.058136827778071165, "loss_rpn_cls": 0.0029488915752153844, "loss_rpn_loc": 0.005138919979799539, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7663234528154135, "total_loss": 0.09770255304283637}
{"data_time": 0.008358130231499672, "eta_seconds": 24146.866830891, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.36944021647217995, "fast_rcnn/fg_cls_accuracy": 0.63055978352782, "iteration": 339, "loss_box_reg": 0.028687207959592342, "loss_cls": 0.0568079617805779, "loss_rpn_cls": 0.002310779491381254, "loss_rpn_loc": 0.005799551116069779, "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": 0.7711350712925196, "total_loss": 0.0943939315766329}
{"data_time": 0.008002197369933128, "eta_seconds": 24163.367610823363, "fast_rcnn/cls_accuracy": 0.977783203125, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.5757142857142856, "iteration": 359, "loss_box_reg": 0.029258929658681154, "loss_cls": 0.058426158502697945, "loss_rpn_cls": 0.0026132414350286126, "loss_rpn_loc": 0.005295748240314424, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7736263209953904, "total_loss": 0.09633572256643674}
{"data_time": 0.008157317526638508, "eta_seconds": 24148.09415700659, "fast_rcnn/cls_accuracy": 0.980224609375, "fast_rcnn/false_negative": 0.3598715890850722, "fast_rcnn/fg_cls_accuracy": 0.6401284109149278, "iteration": 379, "loss_box_reg": 0.02892482653260231, "loss_cls": 0.056287120562046766, "loss_rpn_cls": 0.0026985320291714743, "loss_rpn_loc": 0.004283597081666812, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7628369284793735, "total_loss": 0.09155647973238956}
{"data_time": 0.007953568361699581, "eta_seconds": 24132.870676560327, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3267045454545454, "fast_rcnn/fg_cls_accuracy": 0.6695454545454546, "iteration": 399, "loss_box_reg": 0.027346579357981682, "loss_cls": 0.055857728235423565, "loss_rpn_cls": 0.0024504313187208027, "loss_rpn_loc": 0.006163758924230933, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7807322554290295, "total_loss": 0.09486978575660032}
{"data_time": 0.009182875044643879, "eta_seconds": 24123.1064300593, "fast_rcnn/cls_accuracy": 0.979248046875, "fast_rcnn/false_negative": 0.35259011697302456, "fast_rcnn/fg_cls_accuracy": 0.624593716143012, "iteration": 419, "loss_box_reg": 0.028508956544101238, "loss_cls": 0.05084495362825692, "loss_rpn_cls": 0.0025814027976593934, "loss_rpn_loc": 0.005571874091401696, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7699415814131498, "total_loss": 0.08566197433538036}
{"data_time": 0.008278025314211845, "eta_seconds": 24102.273795556277, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3756756756756757, "fast_rcnn/fg_cls_accuracy": 0.5777777777777777, "iteration": 439, "loss_box_reg": 0.026985589880496264, "loss_cls": 0.050978700164705515, "loss_rpn_cls": 0.002159784249670338, "loss_rpn_loc": 0.005116576183354482, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7601249609142542, "total_loss": 0.08718414187569579}
{"data_time": 0.008826253935694695, "eta_seconds": 24065.542369727045, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2621212121212121, "fast_rcnn/fg_cls_accuracy": 0.7151515151515151, "iteration": 459, "loss_box_reg": 0.02780987275764346, "loss_cls": 0.048394800163805485, "loss_rpn_cls": 0.0022174147770783748, "loss_rpn_loc": 0.004777567490236834, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7452266458421946, "total_loss": 0.08636388003651518}
{"data_time": 0.008578362874686718, "eta_seconds": 24031.622535344213, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3157174151150055, "fast_rcnn/fg_cls_accuracy": 0.6842825848849945, "iteration": 479, "loss_box_reg": 0.024690830148756504, "loss_cls": 0.05101341102272272, "loss_rpn_cls": 0.001628773989068577, "loss_rpn_loc": 0.0045004614075878635, "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": 0.7478321949020028, "total_loss": 0.08626024725526804}
{"data_time": 0.008451541885733604, "eta_seconds": 24002.914968317375, "fast_rcnn/cls_accuracy": 0.978271484375, "fast_rcnn/false_negative": 0.38642533936651585, "fast_rcnn/fg_cls_accuracy": 0.6044735406437534, "iteration": 499, "loss_box_reg": 0.025292342994362116, "loss_cls": 0.04545270185917616, "loss_rpn_cls": 0.0022570707042177673, "loss_rpn_loc": 0.004888965704594739, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7444144738838077, "total_loss": 0.07559781598320114}
{"data_time": 0.008929230272769928, "eta_seconds": 23973.231927977875, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.33996138996138997, "fast_rcnn/fg_cls_accuracy": 0.66003861003861, "iteration": 519, "loss_box_reg": 0.027002552757039666, "loss_cls": 0.046336433151736856, "loss_rpn_cls": 0.0023916328937048092, "loss_rpn_loc": 0.0039002162229735404, "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": 0.753981102257967, "total_loss": 0.08131727207546646}
{"data_time": 0.009126340970396996, "eta_seconds": 23950.090843152255, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3549019607843137, "fast_rcnn/fg_cls_accuracy": 0.6200980392156863, "iteration": 539, "loss_box_reg": 0.025754624512046576, "loss_cls": 0.04612069996073842, "loss_rpn_cls": 0.0022802001767558977, "loss_rpn_loc": 0.004568557895254344, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7540386468172073, "total_loss": 0.07942571197054349}
{"data_time": 0.008603907190263271, "eta_seconds": 23943.63094962947, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.30912384716732544, "fast_rcnn/fg_cls_accuracy": 0.6700248756218905, "iteration": 559, "loss_box_reg": 0.024814359145238996, "loss_cls": 0.047246124129742384, "loss_rpn_cls": 0.0021739319199696183, "loss_rpn_loc": 0.004597939841914922, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7839954178780317, "total_loss": 0.07891414705227362}
{"data_time": 0.008776325732469559, "eta_seconds": 23928.40011667274, "fast_rcnn/cls_accuracy": 0.983154296875, "fast_rcnn/false_negative": 0.2792405063291139, "fast_rcnn/fg_cls_accuracy": 0.7061538461538461, "iteration": 579, "loss_box_reg": 0.025079662445932627, "loss_cls": 0.04682235768996179, "loss_rpn_cls": 0.001579513969772961, "loss_rpn_loc": 0.003984702023444697, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7633714824914932, "total_loss": 0.07940744224924856}
{"data_time": 0.00850773137062788, "eta_seconds": 23933.96788529679, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.23335537918871252, "fast_rcnn/fg_cls_accuracy": 0.7666446208112875, "iteration": 599, "loss_box_reg": 0.024356839014217257, "loss_cls": 0.04306478309445083, "loss_rpn_cls": 0.0016086299874586985, "loss_rpn_loc": 0.004462043289095163, "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": 0.7752608228474855, "total_loss": 0.07331495071412064}
{"data_time": 0.008663867600262165, "eta_seconds": 23917.677695753053, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.27664753955833765, "fast_rcnn/fg_cls_accuracy": 0.705308775731311, "iteration": 619, "loss_box_reg": 0.024432895006611943, "loss_cls": 0.04464851226657629, "loss_rpn_cls": 0.001705644432149711, "loss_rpn_loc": 0.004398289980599657, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.762151325121522, "total_loss": 0.07522142984998936}
{"data_time": 0.008320377208292484, "eta_seconds": 23901.221131855622, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2830683624801272, "fast_rcnn/fg_cls_accuracy": 0.7012148337595908, "iteration": 639, "loss_box_reg": 0.025181936915032566, "loss_cls": 0.04246497945860028, "loss_rpn_cls": 0.0016058767669164808, "loss_rpn_loc": 0.0039113389066187665, "lr": 0.001, "roi_head/num_bg_samples": 491.375, "roi_head/num_fg_samples": 20.625, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7493693334981799, "total_loss": 0.07433975994899811}
{"data_time": 0.00820507388561964, "eta_seconds": 23862.342805366963, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2874878623942294, "fast_rcnn/fg_cls_accuracy": 0.6728395061728395, "iteration": 659, "loss_box_reg": 0.02374077111016959, "loss_cls": 0.04070630623027682, "loss_rpn_cls": 0.0025447636216995306, "loss_rpn_loc": 0.004987439286196604, "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": 0.749849820509553, "total_loss": 0.07195765339110949}
{"data_time": 0.008190162479877472, "eta_seconds": 23844.012673931196, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.16575091575091574, "fast_rcnn/fg_cls_accuracy": 0.8293650793650793, "iteration": 679, "loss_box_reg": 0.024949166923761368, "loss_cls": 0.04028736660256982, "loss_rpn_cls": 0.001493205225415295, "loss_rpn_loc": 0.004456902053789236, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7518097469583154, "total_loss": 0.07045925490456284}
{"data_time": 0.008879474364221096, "eta_seconds": 23831.887691866606, "fast_rcnn/cls_accuracy": 0.987060546875, "fast_rcnn/false_negative": 0.22493827160493826, "fast_rcnn/fg_cls_accuracy": 0.7646153846153847, "iteration": 699, "loss_box_reg": 0.023314002435654402, "loss_cls": 0.03912009717896581, "loss_rpn_cls": 0.0019242567141191103, "loss_rpn_loc": 0.004258170200046152, "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": 0.7686355784535408, "total_loss": 0.07072866429916758}
{"data_time": 0.0081471037119627, "eta_seconds": 23820.92906639166, "fast_rcnn/cls_accuracy": 0.988525390625, "fast_rcnn/false_negative": 0.23549201009251472, "fast_rcnn/fg_cls_accuracy": 0.7354022988505747, "iteration": 719, "loss_box_reg": 0.024552390328608453, "loss_cls": 0.039909415412694216, "loss_rpn_cls": 0.002120131519404822, "loss_rpn_loc": 0.005007664090953767, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7735620569437742, "total_loss": 0.07115424307630747}
{"data_time": 0.008439655415713787, "eta_seconds": 23820.04142168723, "fast_rcnn/cls_accuracy": 0.987060546875, "fast_rcnn/false_negative": 0.217825311942959, "fast_rcnn/fg_cls_accuracy": 0.7310304449648712, "iteration": 739, "loss_box_reg": 0.023429171415045857, "loss_cls": 0.03933442407287657, "loss_rpn_cls": 0.0013690901650988963, "loss_rpn_loc": 0.004988317101378925, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7725474406033754, "total_loss": 0.07019138854411722}
{"data_time": 0.008167551830410957, "eta_seconds": 23790.46849407442, "fast_rcnn/cls_accuracy": 0.987060546875, "fast_rcnn/false_negative": 0.23968253968253966, "fast_rcnn/fg_cls_accuracy": 0.7436507936507937, "iteration": 759, "loss_box_reg": 0.023449571570381522, "loss_cls": 0.038687564665451646, "loss_rpn_cls": 0.0018825329716491979, "loss_rpn_loc": 0.004611000476870686, "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": 0.7600257787853479, "total_loss": 0.07154758825345198}
{"data_time": 0.008990644477307796, "eta_seconds": 23767.884795913473, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.24818840579710144, "fast_rcnn/fg_cls_accuracy": 0.7518115942028986, "iteration": 779, "loss_box_reg": 0.02455156040377915, "loss_cls": 0.04044303158298135, "loss_rpn_cls": 0.0010014630588557338, "loss_rpn_loc": 0.005120105925016105, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7480521965771914, "total_loss": 0.07033308498830593}
{"data_time": 0.00916049163788557, "eta_seconds": 23760.007921757177, "fast_rcnn/cls_accuracy": 0.983154296875, "fast_rcnn/false_negative": 0.22357910906298004, "fast_rcnn/fg_cls_accuracy": 0.7152705707931801, "iteration": 799, "loss_box_reg": 0.022505897795781493, "loss_cls": 0.038549769669771194, "loss_rpn_cls": 0.001478509213484358, "loss_rpn_loc": 0.004217686626361683, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7664423175156116, "total_loss": 0.06717697837666492}
{"data_time": 0.009371357969939709, "eta_seconds": 23744.777635598555, "fast_rcnn/cls_accuracy": 0.987060546875, "fast_rcnn/false_negative": 0.17982456140350878, "fast_rcnn/fg_cls_accuracy": 0.7985705003248862, "iteration": 819, "loss_box_reg": 0.02342676219996065, "loss_cls": 0.036267126677557826, "loss_rpn_cls": 0.002060836042801384, "loss_rpn_loc": 0.003958696266636252, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7619075356051326, "total_loss": 0.06642572744567588}
{"data_time": 0.009411465376615524, "eta_seconds": 23725.294794615358, "fast_rcnn/cls_accuracy": 0.987548828125, "fast_rcnn/false_negative": 0.16657131960335622, "fast_rcnn/fg_cls_accuracy": 0.7957161125319694, "iteration": 839, "loss_box_reg": 0.022186750546097755, "loss_cls": 0.03652736684307456, "loss_rpn_cls": 0.001745021050737705, "loss_rpn_loc": 0.004675310774473473, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7561810584738851, "total_loss": 0.06470927836107876}
{"data_time": 0.00792714487761259, "eta_seconds": 23717.052619758993, "fast_rcnn/cls_accuracy": 0.986572265625, "fast_rcnn/false_negative": 0.19941471571906355, "fast_rcnn/fg_cls_accuracy": 0.7886904761904762, "iteration": 859, "loss_box_reg": 0.02240421948954463, "loss_cls": 0.036355534102767706, "loss_rpn_cls": 0.0014740328588231932, "loss_rpn_loc": 0.004174845045781694, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7709807734936476, "total_loss": 0.06664578049822012}
{"data_time": 0.008362646214663982, "eta_seconds": 23713.36518615298, "fast_rcnn/cls_accuracy": 0.986083984375, "fast_rcnn/false_negative": 0.21170212765957447, "fast_rcnn/fg_cls_accuracy": 0.7781400137268359, "iteration": 879, "loss_box_reg": 0.02277885377407074, "loss_cls": 0.0358717767521739, "loss_rpn_cls": 0.0015827192728465889, "loss_rpn_loc": 0.0041378986206837, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7740674577653408, "total_loss": 0.06529341512577957}
{"data_time": 0.009325794875621796, "eta_seconds": 23698.1257239338, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.18205128205128207, "fast_rcnn/fg_cls_accuracy": 0.7955223880597015, "iteration": 899, "loss_box_reg": 0.022109506535343826, "loss_cls": 0.03731510601937771, "loss_rpn_cls": 0.0012448825436877087, "loss_rpn_loc": 0.004229511527228169, "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": 0.758156219497323, "total_loss": 0.06572841807792429}
{"data_time": 0.009249793365597725, "eta_seconds": 23689.026495704427, "fast_rcnn/cls_accuracy": 0.984130859375, "fast_rcnn/false_negative": 0.2519631531259438, "fast_rcnn/fg_cls_accuracy": 0.7381854256854257, "iteration": 919, "loss_box_reg": 0.02177920052781701, "loss_cls": 0.03425813582725823, "loss_rpn_cls": 0.0018967887590406463, "loss_rpn_loc": 0.004566834380966611, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7667119828984141, "total_loss": 0.06486917911024648}
{"data_time": 0.008671733550727367, "eta_seconds": 23672.581536831334, "fast_rcnn/cls_accuracy": 0.987548828125, "fast_rcnn/false_negative": 0.17560192616372391, "fast_rcnn/fg_cls_accuracy": 0.8243980738362762, "iteration": 939, "loss_box_reg": 0.021497794426977634, "loss_cls": 0.035661957459524274, "loss_rpn_cls": 0.0012820664642276824, "loss_rpn_loc": 0.00345638525323011, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7539242962375283, "total_loss": 0.06411233514609194}
{"data_time": 0.008540603332221508, "eta_seconds": 23658.639868263155, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.22017543859649125, "fast_rcnn/fg_cls_accuracy": 0.7732930298719772, "iteration": 959, "loss_box_reg": 0.022458216175436974, "loss_cls": 0.0335457157343626, "loss_rpn_cls": 0.0015177503155427985, "loss_rpn_loc": 0.004377071425551549, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7711654361337423, "total_loss": 0.06261293918214506}
{"data_time": 0.008458269760012627, "eta_seconds": 23642.096257494763, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.17467581998474446, "fast_rcnn/fg_cls_accuracy": 0.8069178628389154, "iteration": 979, "loss_box_reg": 0.020619898103177547, "loss_cls": 0.032257469138130546, "loss_rpn_cls": 0.0014155165081319865, "loss_rpn_loc": 0.0039031748310662806, "lr": 0.001, "roi_head/num_bg_samples": 494.375, "roi_head/num_fg_samples": 17.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7567089665681124, "total_loss": 0.058355154604214476}
{"data_time": 0.008863026276230812, "eta_seconds": 23626.853617826477, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.20612874779541446, "fast_rcnn/fg_cls_accuracy": 0.775062656641604, "iteration": 999, "loss_box_reg": 0.020480490056797862, "loss_cls": 0.03239868441596627, "loss_rpn_cls": 0.0016119644333230099, "loss_rpn_loc": 0.004728097774204798, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7671081414446235, "total_loss": 0.06024511986106518}
{"data_time": 0.008806183002889156, "eta_seconds": 23617.43686432019, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.16348490107601527, "fast_rcnn/fg_cls_accuracy": 0.8365150989239847, "iteration": 1019, "loss_box_reg": 0.020897497539408505, "loss_cls": 0.03166068985592574, "loss_rpn_cls": 0.0015187742101261392, "loss_rpn_loc": 0.003709784083184786, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.779500899836421, "total_loss": 0.0576502940748469}
{"data_time": 0.008293209597468376, "eta_seconds": 23599.217377707362, "fast_rcnn/cls_accuracy": 0.984130859375, "fast_rcnn/false_negative": 0.23051409618573798, "fast_rcnn/fg_cls_accuracy": 0.7540909908289876, "iteration": 1039, "loss_box_reg": 0.019408452440984547, "loss_cls": 0.032245400827378035, "loss_rpn_cls": 0.0017560382511874195, "loss_rpn_loc": 0.0037040361494291574, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7561233714222908, "total_loss": 0.05748503037102637}
{"data_time": 0.008311466313898563, "eta_seconds": 23583.97289763391, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.18898809523809523, "fast_rcnn/fg_cls_accuracy": 0.806077694235589, "iteration": 1059, "loss_box_reg": 0.019617196870967746, "loss_cls": 0.03215281548909843, "loss_rpn_cls": 0.0014707962563988985, "loss_rpn_loc": 0.004596097707690205, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7538537196815014, "total_loss": 0.057213897111068945}
{"data_time": 0.008013508282601833, "eta_seconds": 23569.68106518779, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.148560343067184, "fast_rcnn/fg_cls_accuracy": 0.841639261320516, "iteration": 1079, "loss_box_reg": 0.02204513060860336, "loss_cls": 0.03124511893838644, "loss_rpn_cls": 0.0015414994995808229, "loss_rpn_loc": 0.003880884949467145, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7730336729437113, "total_loss": 0.05963356010761345}
{"data_time": 0.007650265470147133, "eta_seconds": 23558.533436759375, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.13657407407407407, "fast_rcnn/fg_cls_accuracy": 0.8634259259259259, "iteration": 1099, "loss_box_reg": 0.020715859718620777, "loss_cls": 0.030751900631003082, "loss_rpn_cls": 0.0012385412755975267, "loss_rpn_loc": 0.004461386954062618, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7755366694182158, "total_loss": 0.059900510792431305}
{"data_time": 0.00942220725119114, "eta_seconds": 23540.55390352942, "fast_rcnn/cls_accuracy": 0.988037109375, "fast_rcnn/false_negative": 0.17834631071560994, "fast_rcnn/fg_cls_accuracy": 0.8091397849462365, "iteration": 1119, "loss_box_reg": 0.01975927734747529, "loss_cls": 0.030424302676692605, "loss_rpn_cls": 0.0012604727307916619, "loss_rpn_loc": 0.003946541881305166, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7536061033606529, "total_loss": 0.05451725914645067}
{"data_time": 0.00834988709539175, "eta_seconds": 23526.987063109875, "fast_rcnn/cls_accuracy": 0.986572265625, "fast_rcnn/false_negative": 0.1742683686176837, "fast_rcnn/fg_cls_accuracy": 0.8257316313823163, "iteration": 1139, "loss_box_reg": 0.019897023565135896, "loss_cls": 0.030516443541273475, "loss_rpn_cls": 0.0012537864822661504, "loss_rpn_loc": 0.0032052831520559266, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7602788731455803, "total_loss": 0.05530643511337985}
{"data_time": 0.0077931638807058334, "eta_seconds": 23511.739995896816, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.16122584943371085, "fast_rcnn/fg_cls_accuracy": 0.8331061343719572, "iteration": 1159, "loss_box_reg": 0.02109844039659947, "loss_cls": 0.031258750008419156, "loss_rpn_cls": 0.0012774632232321892, "loss_rpn_loc": 0.0037630897568305954, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.764350313693285, "total_loss": 0.05582407551264623}
{"data_time": 0.009324200451374054, "eta_seconds": 23493.45558391232, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.14368355222013757, "fast_rcnn/fg_cls_accuracy": 0.8416019955654102, "iteration": 1179, "loss_box_reg": 0.019624452106654644, "loss_cls": 0.030804639449343085, "loss_rpn_cls": 0.0011598676810535835, "loss_rpn_loc": 0.003594945010263473, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.756061339750886, "total_loss": 0.05801344649808016}
{"data_time": 0.008620170876383781, "eta_seconds": 23481.2458614707, "fast_rcnn/cls_accuracy": 0.988525390625, "fast_rcnn/false_negative": 0.13328460038986353, "fast_rcnn/fg_cls_accuracy": 0.8601364522417154, "iteration": 1199, "loss_box_reg": 0.019942288869060576, "loss_cls": 0.030957499286159873, "loss_rpn_cls": 0.0014061017136555165, "loss_rpn_loc": 0.004577947533107363, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.773934424854815, "total_loss": 0.05745329197816318}
{"data_time": 0.008649840950965881, "eta_seconds": 23467.04694724735, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.23191573926868045, "fast_rcnn/fg_cls_accuracy": 0.7677546628407461, "iteration": 1219, "loss_box_reg": 0.019591295742429793, "loss_cls": 0.03005482768639922, "loss_rpn_cls": 0.001309863242568099, "loss_rpn_loc": 0.0037792853254359215, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7606752505525947, "total_loss": 0.05543807978301629}
{"data_time": 0.008790825493633747, "eta_seconds": 23452.305932137184, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.18857758620689655, "fast_rcnn/fg_cls_accuracy": 0.8114224137931034, "iteration": 1239, "loss_box_reg": 0.020373362582176924, "loss_cls": 0.030518261366523802, "loss_rpn_cls": 0.0008526287756467354, "loss_rpn_loc": 0.003153710946207866, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 249.875, "rpn/num_pos_anchors": 6.125, "time": 0.7624932276085019, "total_loss": 0.05600338124713744}
{"data_time": 0.008293944410979748, "eta_seconds": 23438.032784566283, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.18586601307189543, "fast_rcnn/fg_cls_accuracy": 0.8030555555555555, "iteration": 1259, "loss_box_reg": 0.018340272596105933, "loss_cls": 0.027408716501668096, "loss_rpn_cls": 0.0009846652192209149, "loss_rpn_loc": 0.003319358656881377, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7650603922083974, "total_loss": 0.05223831329931272}
{"data_time": 0.00907975248992443, "eta_seconds": 23424.17526164651, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.18276684555754324, "fast_rcnn/fg_cls_accuracy": 0.8137564052029957, "iteration": 1279, "loss_box_reg": 0.019877322134561837, "loss_cls": 0.029012990416958928, "loss_rpn_cls": 0.0012872293762029585, "loss_rpn_loc": 0.003542048616509419, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7591729871928692, "total_loss": 0.05401925737351121}
{"data_time": 0.008558991365134716, "eta_seconds": 23406.56169898715, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.17558823529411766, "fast_rcnn/fg_cls_accuracy": 0.8227777777777778, "iteration": 1299, "loss_box_reg": 0.01941679255105555, "loss_cls": 0.028538829763419926, "loss_rpn_cls": 0.0009690642800705973, "loss_rpn_loc": 0.003389175661141053, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.759766960516572, "total_loss": 0.05285874306537153}
{"data_time": 0.008844597265124321, "eta_seconds": 23388.094113344327, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.16766566766566765, "fast_rcnn/fg_cls_accuracy": 0.8323343323343323, "iteration": 1319, "loss_box_reg": 0.019514073384925723, "loss_cls": 0.027413448551669717, "loss_rpn_cls": 0.0009279702899220865, "loss_rpn_loc": 0.0033858658716781065, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7388291042298079, "total_loss": 0.051753236173681216}
{"data_time": 0.008849509060382843, "eta_seconds": 23368.964301939122, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.1594017094017094, "fast_rcnn/fg_cls_accuracy": 0.8405982905982905, "iteration": 1339, "loss_box_reg": 0.018556495779193938, "loss_cls": 0.02669970551505685, "loss_rpn_cls": 0.0009973075066227466, "loss_rpn_loc": 0.0036992310488130897, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7644766820594668, "total_loss": 0.05108716729955631}
{"data_time": 0.008404185995459557, "eta_seconds": 23332.139725605957, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.17417279411764708, "fast_rcnn/fg_cls_accuracy": 0.8244631185807656, "iteration": 1359, "loss_box_reg": 0.018998250365257263, "loss_cls": 0.02692137868143618, "loss_rpn_cls": 0.0008250908676927793, "loss_rpn_loc": 0.0034885862260125577, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7541365372017026, "total_loss": 0.051565672744800395}
{"data_time": 0.008873630315065384, "eta_seconds": 23320.344735573046, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.13921188630490955, "fast_rcnn/fg_cls_accuracy": 0.8538436692506459, "iteration": 1379, "loss_box_reg": 0.018297035712748766, "loss_cls": 0.029996769735589623, "loss_rpn_cls": 0.0010876802716666134, "loss_rpn_loc": 0.00332909359713085, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7727784141898155, "total_loss": 0.051834673977282364}
{"data_time": 0.009112201631069183, "eta_seconds": 23301.681007253937, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.12790889585740223, "fast_rcnn/fg_cls_accuracy": 0.8719371869500474, "iteration": 1399, "loss_box_reg": 0.019458243623375893, "loss_cls": 0.027620872482657433, "loss_rpn_cls": 0.0014901165250194026, "loss_rpn_loc": 0.0034446657518856227, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7609973074868321, "total_loss": 0.0525348539758852}
{"data_time": 0.00828306283801794, "eta_seconds": 23280.195276089944, "fast_rcnn/cls_accuracy": 0.988037109375, "fast_rcnn/false_negative": 0.15957772337821297, "fast_rcnn/fg_cls_accuracy": 0.840422276621787, "iteration": 1419, "loss_box_reg": 0.018803219427354634, "loss_cls": 0.02835099573712796, "loss_rpn_cls": 0.0008692070150573272, "loss_rpn_loc": 0.003180861967848614, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7606830382719636, "total_loss": 0.0524735230665101}
{"data_time": 0.00852237269282341, "eta_seconds": 23271.222288901918, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.14926289926289926, "fast_rcnn/fg_cls_accuracy": 0.8496881496881497, "iteration": 1439, "loss_box_reg": 0.019227298442274332, "loss_cls": 0.026981488801538944, "loss_rpn_cls": 0.0009118259331444278, "loss_rpn_loc": 0.0034777651890181005, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7593370825052261, "total_loss": 0.05008555725089536}
{"data_time": 0.008226083591580391, "eta_seconds": 23278.623535063118, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.12579597141000648, "fast_rcnn/fg_cls_accuracy": 0.8742040285899935, "iteration": 1459, "loss_box_reg": 0.018867807812057436, "loss_cls": 0.026537257828749716, "loss_rpn_cls": 0.0012507236533565447, "loss_rpn_loc": 0.0037465643836185336, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7723210044205189, "total_loss": 0.050526315317256376}
{"data_time": 0.00873524695634842, "eta_seconds": 23262.260182625614, "fast_rcnn/cls_accuracy": 0.987060546875, "fast_rcnn/false_negative": 0.14480994152046783, "fast_rcnn/fg_cls_accuracy": 0.8551900584795322, "iteration": 1479, "loss_box_reg": 0.01723528408911079, "loss_cls": 0.026539998594671488, "loss_rpn_cls": 0.001044933498633327, "loss_rpn_loc": 0.003150617631035857, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7503671692684293, "total_loss": 0.05041452391742496}
{"data_time": 0.008592230267822742, "eta_seconds": 23250.880302177742, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.10818713450292397, "fast_rcnn/fg_cls_accuracy": 0.8845394736842105, "iteration": 1499, "loss_box_reg": 0.018327448051422834, "loss_cls": 0.02666559536010027, "loss_rpn_cls": 0.0013846931760781445, "loss_rpn_loc": 0.0033543759782332927, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7675995025783777, "total_loss": 0.050910715230202186}
{"data_time": 0.008253451436758041, "eta_seconds": 23237.292786061764, "fast_rcnn/cls_accuracy": 0.986572265625, "fast_rcnn/false_negative": 0.1768428890543559, "fast_rcnn/fg_cls_accuracy": 0.8231571109456441, "iteration": 1519, "loss_box_reg": 0.018956260639242828, "loss_cls": 0.02645032969303429, "loss_rpn_cls": 0.0012533058597909985, "loss_rpn_loc": 0.002815527797793038, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7507621571421623, "total_loss": 0.05074767314727069}
{"data_time": 0.008747960440814495, "eta_seconds": 23232.682454800233, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.14869281045751634, "fast_rcnn/fg_cls_accuracy": 0.8513071895424836, "iteration": 1539, "loss_box_reg": 0.018451572861522436, "loss_cls": 0.025962948449887335, "loss_rpn_cls": 0.001170144860225264, "loss_rpn_loc": 0.00334479971206747, "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": 0.7726968582719564, "total_loss": 0.04913789366491983}
{"data_time": 0.008705529384315014, "eta_seconds": 23207.94179608114, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.12808616404308204, "fast_rcnn/fg_cls_accuracy": 0.871913835956918, "iteration": 1559, "loss_box_reg": 0.018295034067705274, "loss_cls": 0.02742867451161146, "loss_rpn_cls": 0.0011302176499157213, "loss_rpn_loc": 0.0035443747765384614, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7631191201508045, "total_loss": 0.05055459881623392}
{"data_time": 0.008720158599317074, "eta_seconds": 23194.053392514586, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.13657407407407407, "fast_rcnn/fg_cls_accuracy": 0.8634259259259259, "iteration": 1579, "loss_box_reg": 0.017478666035458446, "loss_cls": 0.025107162771746516, "loss_rpn_cls": 0.0009279329624405364, "loss_rpn_loc": 0.0033669742406345904, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7654072260484099, "total_loss": 0.04779131528812286}
{"data_time": 0.008039435371756554, "eta_seconds": 23176.30451720953, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.11860153897624623, "fast_rcnn/fg_cls_accuracy": 0.8813984610237537, "iteration": 1599, "loss_box_reg": 0.01784693484660238, "loss_cls": 0.025695051532238722, "loss_rpn_cls": 0.0011176561238244176, "loss_rpn_loc": 0.0030891566129866987, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7629330446943641, "total_loss": 0.04991877853899496}
{"data_time": 0.008523495867848396, "eta_seconds": 23163.555968508124, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07520707831325302, "fast_rcnn/fg_cls_accuracy": 0.924792921686747, "iteration": 1619, "loss_box_reg": 0.018191650742664933, "loss_cls": 0.023828642908483744, "loss_rpn_cls": 0.0008295773295685649, "loss_rpn_loc": 0.0031751524802530184, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7616069335490465, "total_loss": 0.04710806626826525}
{"data_time": 0.008833197876811028, "eta_seconds": 23172.15737144556, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.11766334440753046, "fast_rcnn/fg_cls_accuracy": 0.8823366555924695, "iteration": 1639, "loss_box_reg": 0.01839192397892475, "loss_cls": 0.02656770753674209, "loss_rpn_cls": 0.0012325908428465482, "loss_rpn_loc": 0.003123628397588618, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7751067588105798, "total_loss": 0.0504779219008924}
{"data_time": 0.008578176610171795, "eta_seconds": 23167.355085254647, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.1707535885167464, "fast_rcnn/fg_cls_accuracy": 0.8292464114832536, "iteration": 1659, "loss_box_reg": 0.017591880750842392, "loss_cls": 0.024753041099756956, "loss_rpn_cls": 0.00094923399410618, "loss_rpn_loc": 0.003599688716349192, "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": 0.7635146109387279, "total_loss": 0.0484182676555065}
{"data_time": 0.008779683150351048, "eta_seconds": 23157.81434436422, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.09224674589700056, "fast_rcnn/fg_cls_accuracy": 0.9077532541029993, "iteration": 1679, "loss_box_reg": 0.018693674122914672, "loss_cls": 0.024319184478372335, "loss_rpn_cls": 0.001225007050379645, "loss_rpn_loc": 0.0031384608591906726, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7717275945469737, "total_loss": 0.04787604963530612}
{"data_time": 0.008988358080387115, "eta_seconds": 23139.589182113297, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11941716819765599, "fast_rcnn/fg_cls_accuracy": 0.880582831802344, "iteration": 1699, "loss_box_reg": 0.01749031839426607, "loss_cls": 0.026974309468641877, "loss_rpn_cls": 0.0012019293135381304, "loss_rpn_loc": 0.0032643119993736036, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.764856536872685, "total_loss": 0.04785362801158044}
{"data_time": 0.008347651921212673, "eta_seconds": 23118.47749848198, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.12871700634814567, "fast_rcnn/fg_cls_accuracy": 0.8712829936518542, "iteration": 1719, "loss_box_reg": 0.017330840462818742, "loss_cls": 0.025655007571913302, "loss_rpn_cls": 0.0009991526594603783, "loss_rpn_loc": 0.0028847668872913346, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7600529110059142, "total_loss": 0.048987102454702836}
{"data_time": 0.008561532944440842, "eta_seconds": 23089.533085593022, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.12158036150464094, "fast_rcnn/fg_cls_accuracy": 0.8784196384953591, "iteration": 1739, "loss_box_reg": 0.018069610581733286, "loss_cls": 0.025705832173116505, "loss_rpn_cls": 0.0008331880708283279, "loss_rpn_loc": 0.0033400383836124092, "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": 0.7578234625980258, "total_loss": 0.04956467735428305}
{"data_time": 0.008313476108014584, "eta_seconds": 23080.570833302103, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.1028284430346286, "fast_rcnn/fg_cls_accuracy": 0.8942367407775431, "iteration": 1759, "loss_box_reg": 0.01697885966859758, "loss_cls": 0.02496594679541886, "loss_rpn_cls": 0.000868164403073024, "loss_rpn_loc": 0.003653632113127969, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7527490509673953, "total_loss": 0.046741752379602985}
{"data_time": 0.00803083460777998, "eta_seconds": 23078.49657346774, "fast_rcnn/cls_accuracy": 0.988525390625, "fast_rcnn/false_negative": 0.14634313055365689, "fast_rcnn/fg_cls_accuracy": 0.8536568694463431, "iteration": 1779, "loss_box_reg": 0.01692002243362367, "loss_cls": 0.02502057666424662, "loss_rpn_cls": 0.0007383199881587643, "loss_rpn_loc": 0.003543255661497824, "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": 0.7773680509999394, "total_loss": 0.04598807822003437}
{"data_time": 0.008711065165698528, "eta_seconds": 23059.40860163793, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.11312905844155843, "fast_rcnn/fg_cls_accuracy": 0.8868709415584415, "iteration": 1799, "loss_box_reg": 0.01680252212099731, "loss_cls": 0.02592513372655958, "loss_rpn_cls": 0.0010332356487197103, "loss_rpn_loc": 0.00292556263593724, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7537857694551349, "total_loss": 0.04685888340281963}
{"data_time": 0.009748797863721848, "eta_seconds": 23044.13797576353, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.11029535864978904, "fast_rcnn/fg_cls_accuracy": 0.889704641350211, "iteration": 1819, "loss_box_reg": 0.017140023526735604, "loss_cls": 0.022840657737106085, "loss_rpn_cls": 0.0009735691483001574, "loss_rpn_loc": 0.003416981708141975, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7554233819246292, "total_loss": 0.04600072991615889}
{"data_time": 0.008557073771953583, "eta_seconds": 23026.86172291916, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.12225659154514656, "fast_rcnn/fg_cls_accuracy": 0.8777434084548534, "iteration": 1839, "loss_box_reg": 0.017000831197947264, "loss_cls": 0.02505381847731769, "loss_rpn_cls": 0.001248121285243542, "loss_rpn_loc": 0.0033914202358573675, "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": 0.7477033389732242, "total_loss": 0.04627007591625443}
{"data_time": 0.007811197079718113, "eta_seconds": 23002.796100399457, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.13314772355060595, "fast_rcnn/fg_cls_accuracy": 0.8642512972572276, "iteration": 1859, "loss_box_reg": 0.01718361210078001, "loss_cls": 0.022309423540718853, "loss_rpn_cls": 0.0008568014400225366, "loss_rpn_loc": 0.0035717548307729885, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7620670394971967, "total_loss": 0.04477355946164607}
{"data_time": 0.008537275716662407, "eta_seconds": 22977.531860115938, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.11469534050179211, "fast_rcnn/fg_cls_accuracy": 0.8853046594982079, "iteration": 1879, "loss_box_reg": 0.01717720355372876, "loss_cls": 0.025394456926733255, "loss_rpn_cls": 0.0009178150253319473, "loss_rpn_loc": 0.003191147916368209, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7617019545286894, "total_loss": 0.04583466623080312}
{"data_time": 0.009184630587697029, "eta_seconds": 22962.275041378103, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.11528239202657807, "fast_rcnn/fg_cls_accuracy": 0.8847176079734219, "iteration": 1899, "loss_box_reg": 0.016672526253387332, "loss_cls": 0.02489177172537893, "loss_rpn_cls": 0.001005003887712519, "loss_rpn_loc": 0.0032570281910011545, "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": 0.7615641253069043, "total_loss": 0.04631016489111062}
{"data_time": 0.009876887314021587, "eta_seconds": 22932.846973143518, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.131028522039758, "fast_rcnn/fg_cls_accuracy": 0.868971477960242, "iteration": 1919, "loss_box_reg": 0.016336867585778236, "loss_cls": 0.02368237031623721, "loss_rpn_cls": 0.0007254554902829113, "loss_rpn_loc": 0.0026494837657082826, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.625, "rpn/num_pos_anchors": 3.375, "time": 0.7492404421791434, "total_loss": 0.04374741503488622}
{"data_time": 0.008547486737370491, "eta_seconds": 22931.761403902434, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.17157190635451505, "fast_rcnn/fg_cls_accuracy": 0.828428093645485, "iteration": 1939, "loss_box_reg": 0.016159125370904803, "loss_cls": 0.02484861738048494, "loss_rpn_cls": 0.0007626566311955685, "loss_rpn_loc": 0.003119692933978513, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7769916988909245, "total_loss": 0.046484415701343096}
{"data_time": 0.008117369376122952, "eta_seconds": 22910.358296646737, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.10762548262548263, "fast_rcnn/fg_cls_accuracy": 0.8923745173745175, "iteration": 1959, "loss_box_reg": 0.015976593596860766, "loss_cls": 0.02306711464188993, "loss_rpn_cls": 0.0012281083254492842, "loss_rpn_loc": 0.0029988142632646486, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7714690174907446, "total_loss": 0.045716289307165425}
{"data_time": 0.007826130837202072, "eta_seconds": 22917.269582376815, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.11850311850311851, "fast_rcnn/fg_cls_accuracy": 0.8760823930726843, "iteration": 1979, "loss_box_reg": 0.017128652660176158, "loss_cls": 0.02253271930385381, "loss_rpn_cls": 0.0006975937235438323, "loss_rpn_loc": 0.002718275136430748, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7675381759181619, "total_loss": 0.043940023104369175}
{"data_time": 0.00795001070946455, "eta_seconds": 22902.002089899965, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.09568627450980392, "fast_rcnn/fg_cls_accuracy": 0.9016091954022989, "iteration": 1999, "loss_box_reg": 0.01566591951996088, "loss_cls": 0.022702801506966352, "loss_rpn_cls": 0.0008909273265089723, "loss_rpn_loc": 0.002730381296714768, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7646621279418468, "total_loss": 0.0431888065786552}
{"data_time": 0.008201456628739834, "eta_seconds": 22886.734597423114, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.11793763507255325, "fast_rcnn/fg_cls_accuracy": 0.8820623649274467, "iteration": 2019, "loss_box_reg": 0.015608046553097665, "loss_cls": 0.022595370654016733, "loss_rpn_cls": 0.0009180517927234177, "loss_rpn_loc": 0.002440625074086711, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7677914444357157, "total_loss": 0.043219929799306556}
{"data_time": 0.008242643438279629, "eta_seconds": 22876.161091145128, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.1485131974607417, "fast_rcnn/fg_cls_accuracy": 0.8514868025392582, "iteration": 2039, "loss_box_reg": 0.017097724601626396, "loss_cls": 0.023136099567636847, "loss_rpn_cls": 0.0007922083732410101, "loss_rpn_loc": 0.00331293792987708, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.761313040740788, "total_loss": 0.045220356372738024}
{"data_time": 0.008261023089289665, "eta_seconds": 22871.38234559726, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.15373597517307233, "fast_rcnn/fg_cls_accuracy": 0.8462640248269276, "iteration": 2059, "loss_box_reg": 0.01580123382154852, "loss_cls": 0.023562966263853014, "loss_rpn_cls": 0.0010832319985638605, "loss_rpn_loc": 0.0030371032044058666, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7736272737383842, "total_loss": 0.043494789449141535}
{"data_time": 0.008913231082260609, "eta_seconds": 22861.735224611126, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.10762867647058824, "fast_rcnn/fg_cls_accuracy": 0.8923713235294117, "iteration": 2079, "loss_box_reg": 0.016715313657186925, "loss_cls": 0.022552728420123458, "loss_rpn_cls": 0.0011431767516114633, "loss_rpn_loc": 0.0032209247001446784, "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": 0.7804847229272127, "total_loss": 0.042887549500846944}
{"data_time": 0.00760306604206562, "eta_seconds": 22839.274385372177, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.09929577464788733, "fast_rcnn/fg_cls_accuracy": 0.9007042253521127, "iteration": 2099, "loss_box_reg": 0.016365051036700606, "loss_cls": 0.02235037786886096, "loss_rpn_cls": 0.0008706428025107016, "loss_rpn_loc": 0.0030746773118153214, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7539304466918111, "total_loss": 0.04260958825034322}
{"data_time": 0.008251574821770191, "eta_seconds": 22823.99778968282, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.12850853054485417, "fast_rcnn/fg_cls_accuracy": 0.8714914694551459, "iteration": 2119, "loss_box_reg": 0.01552255533169955, "loss_cls": 0.023657446959987283, "loss_rpn_cls": 0.0009936149758686952, "loss_rpn_loc": 0.0023443974350811914, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7581762736663222, "total_loss": 0.046058995571002015}
{"data_time": 0.00887970719486475, "eta_seconds": 22812.806070847437, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.11476608187134502, "fast_rcnn/fg_cls_accuracy": 0.8852339181286549, "iteration": 2139, "loss_box_reg": 0.016093313810415566, "loss_cls": 0.02408390410710126, "loss_rpn_cls": 0.0007656782527192263, "loss_rpn_loc": 0.003255769843235612, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7716426532715559, "total_loss": 0.0449942040577298}
{"data_time": 0.008714767172932625, "eta_seconds": 22794.9941743752, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.12383816293056316, "fast_rcnn/fg_cls_accuracy": 0.8761618370694368, "iteration": 2159, "loss_box_reg": 0.014998991275206208, "loss_cls": 0.02373618248384446, "loss_rpn_cls": 0.0007214130168904376, "loss_rpn_loc": 0.0029606036987388507, "lr": 0.001, "roi_head/num_bg_samples": 494.125, "roi_head/num_fg_samples": 17.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.762297885492444, "total_loss": 0.04403305132018431}
{"data_time": 0.009006175212562084, "eta_seconds": 22788.722842322662, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.11764705882352941, "fast_rcnn/fg_cls_accuracy": 0.8823529411764706, "iteration": 2179, "loss_box_reg": 0.016709679272025824, "loss_cls": 0.023712663911283016, "loss_rpn_cls": 0.0005803385033686936, "loss_rpn_loc": 0.002786262077279389, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7640514858067036, "total_loss": 0.0439845228734157}
{"data_time": 0.008837085217237473, "eta_seconds": 22773.43916783668, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.08712737127371274, "fast_rcnn/fg_cls_accuracy": 0.9128726287262873, "iteration": 2199, "loss_box_reg": 0.01562879583798349, "loss_cls": 0.023130741552449763, "loss_rpn_cls": 0.0012237554187777278, "loss_rpn_loc": 0.0034468898593331687, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7705284580588341, "total_loss": 0.0434619954135087}
{"data_time": 0.007605855353176594, "eta_seconds": 22757.043651639484, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.10292397660818714, "fast_rcnn/fg_cls_accuracy": 0.8970760233918129, "iteration": 2219, "loss_box_reg": 0.015632323105819523, "loss_cls": 0.024190923431888223, "loss_rpn_cls": 0.0006200110638019396, "loss_rpn_loc": 0.0030416404479183257, "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": 0.7628697538748384, "total_loss": 0.04396666447792086}
{"data_time": 0.009173794649541378, "eta_seconds": 22744.022189015523, "fast_rcnn/cls_accuracy": 0.987548828125, "fast_rcnn/false_negative": 0.14380461922596754, "fast_rcnn/fg_cls_accuracy": 0.8561953807740325, "iteration": 2239, "loss_box_reg": 0.01685290038585663, "loss_cls": 0.022814569936599582, "loss_rpn_cls": 0.0007874045859352918, "loss_rpn_loc": 0.0028249914466869086, "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": 0.763900363817811, "total_loss": 0.04289642433559493}
{"data_time": 0.00785947497934103, "eta_seconds": 22730.697851009667, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.10808823529411765, "fast_rcnn/fg_cls_accuracy": 0.8919117647058823, "iteration": 2259, "loss_box_reg": 0.01425953977741301, "loss_cls": 0.020832314738072455, "loss_rpn_cls": 0.0007627425102327834, "loss_rpn_loc": 0.0026619087511789985, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7683269893750548, "total_loss": 0.040121368344898656}
{"data_time": 0.008962702937424183, "eta_seconds": 22713.453293899074, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.06667489813557229, "fast_rcnn/fg_cls_accuracy": 0.9333251018644277, "iteration": 2279, "loss_box_reg": 0.015845086774788797, "loss_cls": 0.02208853280171752, "loss_rpn_cls": 0.0006243977204576368, "loss_rpn_loc": 0.0033249013358727098, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7430082345381379, "total_loss": 0.043954661405223305}
{"data_time": 0.008350945077836514, "eta_seconds": 22695.911940409802, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.11154094132817538, "fast_rcnn/fg_cls_accuracy": 0.8884590586718246, "iteration": 2299, "loss_box_reg": 0.01590411562938243, "loss_cls": 0.021949210902675986, "loss_rpn_cls": 0.0008485172893415438, "loss_rpn_loc": 0.002799664027406834, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7638244554400444, "total_loss": 0.04236262314407213}
{"data_time": 0.008589495904743671, "eta_seconds": 22682.884398782626, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.10559006211180125, "fast_rcnn/fg_cls_accuracy": 0.8944099378881988, "iteration": 2319, "loss_box_reg": 0.014802563819102943, "loss_cls": 0.0236466076457873, "loss_rpn_cls": 0.0007281000980583485, "loss_rpn_loc": 0.0029998122045071796, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7533835684880614, "total_loss": 0.041601394883400644}
{"data_time": 0.007941101677715778, "eta_seconds": 22665.34608479496, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.11200716845878136, "fast_rcnn/fg_cls_accuracy": 0.8879928315412187, "iteration": 2339, "loss_box_reg": 0.015526399482041597, "loss_cls": 0.02157934696879238, "loss_rpn_cls": 0.0007151601021178067, "loss_rpn_loc": 0.002992848036228679, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7586964974179864, "total_loss": 0.04145308075385401}
{"data_time": 0.008843500167131424, "eta_seconds": 22650.06315698754, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.09753231492361927, "fast_rcnn/fg_cls_accuracy": 0.9024676850763806, "iteration": 2359, "loss_box_reg": 0.01552323461510241, "loss_cls": 0.022784185595810413, "loss_rpn_cls": 0.0009556851800880395, "loss_rpn_loc": 0.002754820670816116, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7616720674559474, "total_loss": 0.04187754423765}
{"data_time": 0.008963143453001976, "eta_seconds": 22632.528160850517, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.08286634911739983, "fast_rcnn/fg_cls_accuracy": 0.9171336508826001, "iteration": 2379, "loss_box_reg": 0.01562031067442149, "loss_cls": 0.02301576780155301, "loss_rpn_cls": 0.0008412921415583696, "loss_rpn_loc": 0.0035313531843712553, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7618347806856036, "total_loss": 0.042538848880212754}
{"data_time": 0.008673048578202724, "eta_seconds": 22615.32145409379, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.10526315789473684, "fast_rcnn/fg_cls_accuracy": 0.8947368421052632, "iteration": 2399, "loss_box_reg": 0.014554853434674442, "loss_cls": 0.021497686975635588, "loss_rpn_cls": 0.0008623237445135601, "loss_rpn_loc": 0.0028199833177495748, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7589673269540071, "total_loss": 0.040136239671483054}
{"data_time": 0.008882984519004822, "eta_seconds": 22601.965346413665, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.0787878787878788, "fast_rcnn/fg_cls_accuracy": 0.9145454545454546, "iteration": 2419, "loss_box_reg": 0.014934282284229994, "loss_cls": 0.022523394436575472, "loss_rpn_cls": 0.000913142466743011, "loss_rpn_loc": 0.0027596509462455288, "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": 0.7648207349702716, "total_loss": 0.04073916030210967}
{"data_time": 0.007585454732179642, "eta_seconds": 22587.862203513272, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.13187666370896184, "fast_rcnn/fg_cls_accuracy": 0.8681233362910381, "iteration": 2439, "loss_box_reg": 0.014524480095133185, "loss_cls": 0.021833461825735867, "loss_rpn_cls": 0.0008566190535930218, "loss_rpn_loc": 0.00237518607173115, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7686615008860826, "total_loss": 0.041412261765799485}
{"data_time": 0.007884906604886055, "eta_seconds": 22551.352383317426, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.08198924731182795, "fast_rcnn/fg_cls_accuracy": 0.918010752688172, "iteration": 2459, "loss_box_reg": 0.015500392648391426, "loss_cls": 0.022412062156945467, "loss_rpn_cls": 0.0006132831704235286, "loss_rpn_loc": 0.002828252312610857, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7532093357294798, "total_loss": 0.04099444494204363}
{"data_time": 0.008907414972782135, "eta_seconds": 22555.32207902521, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.08013230900554844, "fast_rcnn/fg_cls_accuracy": 0.9198676909944515, "iteration": 2479, "loss_box_reg": 0.014841731288470328, "loss_cls": 0.02063107816502452, "loss_rpn_cls": 0.0009388836356265529, "loss_rpn_loc": 0.0029273750114953145, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7694678539410233, "total_loss": 0.041532372312758525}
{"data_time": 0.00849437341094017, "eta_seconds": 22530.000218916684, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.13471971066907776, "fast_rcnn/fg_cls_accuracy": 0.8652802893309222, "iteration": 2499, "loss_box_reg": 0.014193822862580419, "loss_cls": 0.022441570064984262, "loss_rpn_cls": 0.0005957404227956431, "loss_rpn_loc": 0.0025348915805807337, "lr": 0.001, "roi_head/num_bg_samples": 494.125, "roi_head/num_fg_samples": 17.875, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7605468891561031, "total_loss": 0.04001750429506501}
{"data_time": 0.008607805706560612, "eta_seconds": 22521.13880364038, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.11200716845878136, "fast_rcnn/fg_cls_accuracy": 0.8879928315412187, "iteration": 2519, "loss_box_reg": 0.015590428141877055, "loss_cls": 0.022119639324955642, "loss_rpn_cls": 0.0006307844687398756, "loss_rpn_loc": 0.0024974923580884933, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7637853771448135, "total_loss": 0.04195907333087234}
{"data_time": 0.008955822326242924, "eta_seconds": 22492.641187857836, "fast_rcnn/cls_accuracy": 0.988037109375, "fast_rcnn/false_negative": 0.14463682432432434, "fast_rcnn/fg_cls_accuracy": 0.8553631756756757, "iteration": 2539, "loss_box_reg": 0.016189583227969706, "loss_cls": 0.02103666658513248, "loss_rpn_cls": 0.0006194719162522233, "loss_rpn_loc": 0.0025375525292474777, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7513692006468773, "total_loss": 0.04099682820378803}
{"data_time": 0.008027848787605762, "eta_seconds": 22478.444030373357, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.11008758683177289, "fast_rcnn/fg_cls_accuracy": 0.8899124131682271, "iteration": 2559, "loss_box_reg": 0.014294638414867222, "loss_cls": 0.02212662249803543, "loss_rpn_cls": 0.0005880580938537605, "loss_rpn_loc": 0.0026398825139040127, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7678149733692408, "total_loss": 0.039339447222118906}
{"data_time": 0.008068554103374481, "eta_seconds": 22462.10231791064, "fast_rcnn/cls_accuracy": 0.988525390625, "fast_rcnn/false_negative": 0.1342261904761905, "fast_rcnn/fg_cls_accuracy": 0.8657738095238096, "iteration": 2579, "loss_box_reg": 0.014605476753786206, "loss_cls": 0.022481648018583655, "loss_rpn_cls": 0.0007575912486572633, "loss_rpn_loc": 0.0023415116884279996, "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": 0.7636589780449867, "total_loss": 0.04037847998461075}
{"data_time": 0.008754335343837738, "eta_seconds": 22444.359483586624, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.08477611940298507, "fast_rcnn/fg_cls_accuracy": 0.915223880597015, "iteration": 2599, "loss_box_reg": 0.014257991104386747, "loss_cls": 0.019238797365687788, "loss_rpn_cls": 0.00086003258729761, "loss_rpn_loc": 0.0032173283980228007, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7570021841675043, "total_loss": 0.041257574084738735}
{"data_time": 0.007999394088983536, "eta_seconds": 22423.963267613202, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06944444444444445, "fast_rcnn/fg_cls_accuracy": 0.9305555555555556, "iteration": 2619, "loss_box_reg": 0.015354208881035447, "loss_cls": 0.021514592226594687, "loss_rpn_cls": 0.0007092309242580086, "loss_rpn_loc": 0.0030561698076780885, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7552393712103367, "total_loss": 0.0432921019528294}
{"data_time": 0.008030980825424194, "eta_seconds": 22403.085987908766, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.10224235224235224, "fast_rcnn/fg_cls_accuracy": 0.8977576477576477, "iteration": 2639, "loss_box_reg": 0.01473817671649158, "loss_cls": 0.02293289382942021, "loss_rpn_cls": 0.000440926772171224, "loss_rpn_loc": 0.0025547696932335384, "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": 0.7671550866216421, "total_loss": 0.04077717076506815}
{"data_time": 0.008999276906251907, "eta_seconds": 22387.82554992102, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.105941005400914, "fast_rcnn/fg_cls_accuracy": 0.894058994599086, "iteration": 2659, "loss_box_reg": 0.014963576220907271, "loss_cls": 0.023466239450499415, "loss_rpn_cls": 0.0009804814362723846, "loss_rpn_loc": 0.002777135552605614, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7575584650039673, "total_loss": 0.04064388705592137}
{"data_time": 0.00872770044952631, "eta_seconds": 22360.597547135316, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.12081051478641841, "fast_rcnn/fg_cls_accuracy": 0.8791894852135815, "iteration": 2679, "loss_box_reg": 0.014665007125586271, "loss_cls": 0.02162625198252499, "loss_rpn_cls": 0.0008765904067331576, "loss_rpn_loc": 0.002824343042448163, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7470949785783887, "total_loss": 0.038099643193390875}
{"data_time": 0.008963793516159058, "eta_seconds": 22345.34527228307, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.10555555555555556, "fast_rcnn/fg_cls_accuracy": 0.8944444444444444, "iteration": 2699, "loss_box_reg": 0.014389645191840827, "loss_cls": 0.019928871770389378, "loss_rpn_cls": 0.0007010770941633382, "loss_rpn_loc": 0.002364630752708763, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7607671543955803, "total_loss": 0.03770873019402643}
{"data_time": 0.009168130345642567, "eta_seconds": 22340.09658126626, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.0962962962962963, "fast_rcnn/fg_cls_accuracy": 0.9037037037037037, "iteration": 2719, "loss_box_reg": 0.014935788232833147, "loss_cls": 0.021007616305723786, "loss_rpn_cls": 0.0008977693587439717, "loss_rpn_loc": 0.0028150973084848374, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7811418659985065, "total_loss": 0.04195564698443377}
{"data_time": 0.008277966640889645, "eta_seconds": 22331.257528952323, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.10307081986482516, "fast_rcnn/fg_cls_accuracy": 0.8969291801351749, "iteration": 2739, "loss_box_reg": 0.015478974557481706, "loss_cls": 0.023913586512207985, "loss_rpn_cls": 0.0005085117882117629, "loss_rpn_loc": 0.002444932484650053, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7640769183635712, "total_loss": 0.04287511065331273}
{"data_time": 0.0086433794349432, "eta_seconds": 22325.742396390997, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.1173500611995104, "fast_rcnn/fg_cls_accuracy": 0.8826499388004896, "iteration": 2759, "loss_box_reg": 0.014392401208169758, "loss_cls": 0.020025758305564523, "loss_rpn_cls": 0.0007479613423129194, "loss_rpn_loc": 0.0027559054287848994, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7726618889719248, "total_loss": 0.03890339629288064}
{"data_time": 0.008727692998945713, "eta_seconds": 22296.262921994552, "fast_rcnn/cls_accuracy": 0.987548828125, "fast_rcnn/false_negative": 0.16025641025641024, "fast_rcnn/fg_cls_accuracy": 0.8397435897435898, "iteration": 2779, "loss_box_reg": 0.014579508919268847, "loss_cls": 0.020748466660734266, "loss_rpn_cls": 0.0007253825133375358, "loss_rpn_loc": 0.0027519974537426606, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7507158946245909, "total_loss": 0.04113293835962395}
{"data_time": 0.009148567914962769, "eta_seconds": 22285.46704155486, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.11555555555555555, "fast_rcnn/fg_cls_accuracy": 0.8844444444444444, "iteration": 2799, "loss_box_reg": 0.013551991432905197, "loss_cls": 0.020519569632597268, "loss_rpn_cls": 0.0006757709829798841, "loss_rpn_loc": 0.0028188187861815095, "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": 0.7672071093693376, "total_loss": 0.039365050819469616}
{"data_time": 0.008765904232859612, "eta_seconds": 22265.742046019062, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.08238095238095239, "fast_rcnn/fg_cls_accuracy": 0.9176190476190476, "iteration": 2819, "loss_box_reg": 0.014401657972484827, "loss_cls": 0.021586174611002207, "loss_rpn_cls": 0.0006650105569860898, "loss_rpn_loc": 0.002420709060970694, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.749795381911099, "total_loss": 0.03950706456180342}
{"data_time": 0.009009949862957, "eta_seconds": 22261.146454231814, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.10223880597014925, "fast_rcnn/fg_cls_accuracy": 0.8977611940298508, "iteration": 2839, "loss_box_reg": 0.013995945919305086, "loss_cls": 0.02050517243333161, "loss_rpn_cls": 0.0006290442524914397, "loss_rpn_loc": 0.0026279887242708355, "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": 0.7684736419469118, "total_loss": 0.037834127670066664}
{"data_time": 0.00877560768276453, "eta_seconds": 22235.221170043573, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.10457963089542037, "fast_rcnn/fg_cls_accuracy": 0.8954203691045797, "iteration": 2859, "loss_box_reg": 0.014039429253898561, "loss_cls": 0.021820485359057784, "loss_rpn_cls": 0.000731750834347622, "loss_rpn_loc": 0.00251159374602139, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7440579431131482, "total_loss": 0.03924886115328263}
{"data_time": 0.008557820692658424, "eta_seconds": 22224.413058358245, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.09590840840840842, "fast_rcnn/fg_cls_accuracy": 0.9040915915915916, "iteration": 2879, "loss_box_reg": 0.014379220549017191, "loss_cls": 0.02092764264671132, "loss_rpn_cls": 0.0005541827013075817, "loss_rpn_loc": 0.0028427986399037763, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7603441700339317, "total_loss": 0.040411099183984334}
{"data_time": 0.008506782352924347, "eta_seconds": 22218.851252603345, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.12178642056690837, "fast_rcnn/fg_cls_accuracy": 0.8749218261413383, "iteration": 2899, "loss_box_reg": 0.01406884694006294, "loss_cls": 0.02185517712496221, "loss_rpn_cls": 0.0006329751904559089, "loss_rpn_loc": 0.002516539709176868, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7708877259865403, "total_loss": 0.03997777801896518}
{"data_time": 0.009258177131414413, "eta_seconds": 22203.58108920511, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1347082494969819, "fast_rcnn/fg_cls_accuracy": 0.8652917505030181, "iteration": 2919, "loss_box_reg": 0.014667603303678334, "loss_cls": 0.024677459383383393, "loss_rpn_cls": 0.0009323670828962349, "loss_rpn_loc": 0.0024471084616379812, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.752613821066916, "total_loss": 0.041446639034347754}
{"data_time": 0.00838178489357233, "eta_seconds": 22187.252488385886, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.11046686746987952, "fast_rcnn/fg_cls_accuracy": 0.8895331325301205, "iteration": 2939, "loss_box_reg": 0.014199480530805886, "loss_cls": 0.020840072655119002, "loss_rpn_cls": 0.0005599459072982427, "loss_rpn_loc": 0.0029047899006400257, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7688944935798645, "total_loss": 0.03837849102819746}
{"data_time": 0.009312833659350872, "eta_seconds": 22158.91898010485, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.14772727272727273, "fast_rcnn/fg_cls_accuracy": 0.8522727272727273, "iteration": 2959, "loss_box_reg": 0.014040128677152097, "loss_cls": 0.02119576116092503, "loss_rpn_cls": 0.0007565406212961534, "loss_rpn_loc": 0.0024639840266900137, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.745610854588449, "total_loss": 0.04014587518759072}
{"data_time": 0.008750613778829575, "eta_seconds": 22131.813424351625, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.09757548713372007, "fast_rcnn/fg_cls_accuracy": 0.90242451286628, "iteration": 2979, "loss_box_reg": 0.013383771292865276, "loss_cls": 0.020608065533451736, "loss_rpn_cls": 0.0006570193809238845, "loss_rpn_loc": 0.0025232696571038105, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7437802087515593, "total_loss": 0.038239579569790294}
{"data_time": 0.007957917638123035, "eta_seconds": 22116.56114949938, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.1784090909090909, "fast_rcnn/fg_cls_accuracy": 0.821590909090909, "iteration": 2999, "loss_box_reg": 0.013607015018351376, "loss_cls": 0.021325663663446903, "loss_rpn_cls": 0.0008766070714045782, "loss_rpn_loc": 0.002409130407613702, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7648192001506686, "total_loss": 0.03807046313522733}
{"data_time": 0.009192381985485554, "eta_seconds": 22099.36724757217, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.11086727528089887, "fast_rcnn/fg_cls_accuracy": 0.8891327247191011, "iteration": 3019, "loss_box_reg": 0.013690365012735128, "loss_cls": 0.020468646311201155, "loss_rpn_cls": 0.0006242751142053748, "loss_rpn_loc": 0.002190024868468754, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7688617520034313, "total_loss": 0.038721680066373665}
{"data_time": 0.010035093873739243, "eta_seconds": 22084.980577507056, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.09787798408488063, "fast_rcnn/fg_cls_accuracy": 0.8959502806736167, "iteration": 3039, "loss_box_reg": 0.013407835853286088, "loss_cls": 0.021142897312529385, "loss_rpn_cls": 0.0007190476276264235, "loss_rpn_loc": 0.0021453378940350376, "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": 0.7669679997488856, "total_loss": 0.03792591934916345}
{"data_time": 0.008287634700536728, "eta_seconds": 22058.227703687735, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.12267465894997934, "fast_rcnn/fg_cls_accuracy": 0.8773253410500207, "iteration": 3059, "loss_box_reg": 0.013900184305384755, "loss_cls": 0.021486422803718597, "loss_rpn_cls": 0.0005758780216638115, "loss_rpn_loc": 0.0026284006307832897, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7556610917672515, "total_loss": 0.03904735398282355}
{"data_time": 0.008277968503534794, "eta_seconds": 22033.368619003333, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.10566188197767146, "fast_rcnn/fg_cls_accuracy": 0.8943381180223285, "iteration": 3079, "loss_box_reg": 0.013599603087641299, "loss_cls": 0.01993561373092234, "loss_rpn_cls": 0.0005312349076120881, "loss_rpn_loc": 0.002315120553248562, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.759989089332521, "total_loss": 0.03651495172380237}
{"data_time": 0.00813645776361227, "eta_seconds": 22029.378195952624, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.08072916666666666, "fast_rcnn/fg_cls_accuracy": 0.9192708333333333, "iteration": 3099, "loss_box_reg": 0.012770325411111116, "loss_cls": 0.019349563866853714, "loss_rpn_cls": 0.0006214611871655507, "loss_rpn_loc": 0.002638872894749511, "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": 0.7730920221656561, "total_loss": 0.03728270775627607}
{"data_time": 0.008151783607900143, "eta_seconds": 22023.112572966143, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.14256756756756755, "fast_rcnn/fg_cls_accuracy": 0.8574324324324325, "iteration": 3119, "loss_box_reg": 0.014125376706942916, "loss_cls": 0.021538040600717068, "loss_rpn_cls": 0.0004409459838825569, "loss_rpn_loc": 0.002195150744228158, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7636840902268887, "total_loss": 0.04055398033688107}
{"data_time": 0.009169064462184906, "eta_seconds": 21998.888762097806, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.09543534762833009, "fast_rcnn/fg_cls_accuracy": 0.9045646523716699, "iteration": 3139, "loss_box_reg": 0.013818173320032656, "loss_cls": 0.02136121178045869, "loss_rpn_cls": 0.0005518041018603981, "loss_rpn_loc": 0.0024312750247190706, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7632533721625805, "total_loss": 0.03882949954549986}
{"data_time": 0.008258591406047344, "eta_seconds": 21985.358133579604, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07554347826086957, "fast_rcnn/fg_cls_accuracy": 0.9244565217391305, "iteration": 3159, "loss_box_reg": 0.014048093580640852, "loss_cls": 0.021698620228562504, "loss_rpn_cls": 0.0007614370715600671, "loss_rpn_loc": 0.0025096798344748095, "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": 0.7663348438218236, "total_loss": 0.040326184791410924}
{"data_time": 0.00838390737771988, "eta_seconds": 21977.81929721497, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.11473880597014925, "fast_rcnn/fg_cls_accuracy": 0.8852611940298507, "iteration": 3179, "loss_box_reg": 0.013214201724622399, "loss_cls": 0.021360997518058866, "loss_rpn_cls": 0.0006469304462370928, "loss_rpn_loc": 0.002821314599714242, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7681824211031199, "total_loss": 0.03738837187120225}
{"data_time": 0.00952297355979681, "eta_seconds": 21958.2604002757, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.08048780487804878, "fast_rcnn/fg_cls_accuracy": 0.9195121951219511, "iteration": 3199, "loss_box_reg": 0.013619026052765548, "loss_cls": 0.019222257076762617, "loss_rpn_cls": 0.0005703924643967184, "loss_rpn_loc": 0.0021048831549705938, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7651272835209966, "total_loss": 0.036618155587348156}
{"data_time": 0.008389274589717388, "eta_seconds": 21939.62041685637, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.05707539488682625, "fast_rcnn/fg_cls_accuracy": 0.9429246051131737, "iteration": 3219, "loss_box_reg": 0.013848161441273987, "loss_cls": 0.019364195526577532, "loss_rpn_cls": 0.0003570331373339286, "loss_rpn_loc": 0.0023214622488012537, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7507285457104445, "total_loss": 0.03554741644256865}
{"data_time": 0.008413529023528099, "eta_seconds": 21921.035450943746, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.09945856873822975, "fast_rcnn/fg_cls_accuracy": 0.9005414312617703, "iteration": 3239, "loss_box_reg": 0.013146745797712356, "loss_cls": 0.020656282431446016, "loss_rpn_cls": 0.0005071209720881598, "loss_rpn_loc": 0.0027246138924965635, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7633196488022804, "total_loss": 0.038196306582449324}
{"data_time": 0.008702991530299187, "eta_seconds": 21912.876192973927, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.12240381341504937, "fast_rcnn/fg_cls_accuracy": 0.8775961865849506, "iteration": 3259, "loss_box_reg": 0.013139244168996811, "loss_cls": 0.02065770811168477, "loss_rpn_cls": 0.000535053746716585, "loss_rpn_loc": 0.0030224289803300053, "lr": 0.001, "roi_head/num_bg_samples": 494.125, "roi_head/num_fg_samples": 17.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7762652626261115, "total_loss": 0.03655113669447019}
{"data_time": 0.008820070885121822, "eta_seconds": 21897.62767956592, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.08931623931623932, "fast_rcnn/fg_cls_accuracy": 0.9106837606837607, "iteration": 3279, "loss_box_reg": 0.013381846598349512, "loss_cls": 0.020610846811905503, "loss_rpn_cls": 0.000580858722969424, "loss_rpn_loc": 0.002458225004374981, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7569811949506402, "total_loss": 0.037395127958006924}
{"data_time": 0.008608557283878326, "eta_seconds": 21876.931026678532, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.08141025641025641, "fast_rcnn/fg_cls_accuracy": 0.9185897435897437, "iteration": 3299, "loss_box_reg": 0.013060379191301763, "loss_cls": 0.02059620409272611, "loss_rpn_cls": 0.0003606541608860425, "loss_rpn_loc": 0.002286841146997176, "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": 0.7705079736188054, "total_loss": 0.03721369601225888}
{"data_time": 0.008693023584783077, "eta_seconds": 21871.060520572588, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.09588353413654618, "fast_rcnn/fg_cls_accuracy": 0.9041164658634537, "iteration": 3319, "loss_box_reg": 0.013136230176314712, "loss_cls": 0.021110171102918684, "loss_rpn_cls": 0.000821135919977678, "loss_rpn_loc": 0.002103255712427199, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7711841752752662, "total_loss": 0.03829866526666592}
{"data_time": 0.009701906703412533, "eta_seconds": 21855.809266766533, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.0946969696969697, "fast_rcnn/fg_cls_accuracy": 0.9053030303030303, "iteration": 3339, "loss_box_reg": 0.013604859472252429, "loss_cls": 0.019109826302155852, "loss_rpn_cls": 0.000665775874153951, "loss_rpn_loc": 0.0024825989094097167, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.754921754822135, "total_loss": 0.0365021954776239}
{"data_time": 0.008667978458106518, "eta_seconds": 21840.55801296048, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07687793427230047, "fast_rcnn/fg_cls_accuracy": 0.9231220657276995, "iteration": 3359, "loss_box_reg": 0.013544215587899089, "loss_cls": 0.02161093964241445, "loss_rpn_cls": 0.000380301748009515, "loss_rpn_loc": 0.0022465373476734385, "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": 0.760684690438211, "total_loss": 0.03996068007290887}
{"data_time": 0.009169039316475391, "eta_seconds": 21819.781364727765, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.11613386613386614, "fast_rcnn/fg_cls_accuracy": 0.8838661338661338, "iteration": 3379, "loss_box_reg": 0.012983453343622386, "loss_cls": 0.019951941270846874, "loss_rpn_cls": 0.00033971313132497016, "loss_rpn_loc": 0.0020863245881628245, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7533958200365305, "total_loss": 0.03672292454029957}
{"data_time": 0.00892794132232666, "eta_seconds": 21810.295369344763, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.13482862903225806, "fast_rcnn/fg_cls_accuracy": 0.865171370967742, "iteration": 3399, "loss_box_reg": 0.013213886064477265, "loss_cls": 0.02052306564291939, "loss_rpn_cls": 0.0007861140093154972, "loss_rpn_loc": 0.0023479385708924383, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7739594886079431, "total_loss": 0.036782269564355374}
{"data_time": 0.008310801349580288, "eta_seconds": 21789.842365834862, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.06768208886852956, "fast_rcnn/fg_cls_accuracy": 0.9323179111314704, "iteration": 3419, "loss_box_reg": 0.012509519001469016, "loss_cls": 0.019331514078658074, "loss_rpn_cls": 0.0005837075649992585, "loss_rpn_loc": 0.0022011874243617058, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.761088015511632, "total_loss": 0.0360843694943469}
{"data_time": 0.00894888024777174, "eta_seconds": 21761.868769657798, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.11754385964912281, "fast_rcnn/fg_cls_accuracy": 0.8824561403508772, "iteration": 3439, "loss_box_reg": 0.01243991160299629, "loss_cls": 0.02007774740923196, "loss_rpn_cls": 0.0007787884896970354, "loss_rpn_loc": 0.00249658219399862, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7461663279682398, "total_loss": 0.03769185061537428}
{"data_time": 0.008683021180331707, "eta_seconds": 21753.356030923314, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.10596491228070176, "fast_rcnn/fg_cls_accuracy": 0.8940350877192982, "iteration": 3459, "loss_box_reg": 0.013165360083803535, "loss_cls": 0.02072282409062609, "loss_rpn_cls": 0.0004208538675811724, "loss_rpn_loc": 0.002051592295174487, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7498336303979158, "total_loss": 0.036037341413248214}
{"data_time": 0.010146459564566612, "eta_seconds": 21734.904710149392, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.11821213083518578, "fast_rcnn/fg_cls_accuracy": 0.8817878691648142, "iteration": 3479, "loss_box_reg": 0.013361643359530717, "loss_cls": 0.021001450717449188, "loss_rpn_cls": 0.0007295917330338852, "loss_rpn_loc": 0.0021162903067306615, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7678917553275824, "total_loss": 0.03753244342533435}
{"data_time": 0.008350935764610767, "eta_seconds": 21716.15215867851, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.08934959349593496, "fast_rcnn/fg_cls_accuracy": 0.910650406504065, "iteration": 3499, "loss_box_reg": 0.012629091856069863, "loss_cls": 0.021136994240805507, "loss_rpn_cls": 0.00039353010834020097, "loss_rpn_loc": 0.002106872241711244, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7472773492336273, "total_loss": 0.037002236171247205}
{"data_time": 0.009901106357574463, "eta_seconds": 21699.192346465774, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.07886239443616493, "fast_rcnn/fg_cls_accuracy": 0.9211376055638351, "iteration": 3519, "loss_box_reg": 0.012909171869978309, "loss_cls": 0.01823539996985346, "loss_rpn_cls": 0.0008587847123635584, "loss_rpn_loc": 0.002258526590594556, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7646545497700572, "total_loss": 0.03541406559270399}
{"data_time": 0.008092259988188744, "eta_seconds": 21692.935149413534, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.056969696969696976, "fast_rcnn/fg_cls_accuracy": 0.9430303030303031, "iteration": 3539, "loss_box_reg": 0.012485236395150423, "loss_cls": 0.01989110728027299, "loss_rpn_cls": 0.0006264565699893865, "loss_rpn_loc": 0.0024663623626111075, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7697901483625174, "total_loss": 0.03740999458204897}
{"data_time": 0.008314733393490314, "eta_seconds": 21670.43554769922, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.11049257759784076, "fast_rcnn/fg_cls_accuracy": 0.8895074224021593, "iteration": 3559, "loss_box_reg": 0.012984056258574128, "loss_cls": 0.01967783021973446, "loss_rpn_cls": 0.000514093821948336, "loss_rpn_loc": 0.0020101388727198355, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7647606236860156, "total_loss": 0.03715079185894865}
{"data_time": 0.008985647931694984, "eta_seconds": 21650.737821949646, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.09090909090909091, "fast_rcnn/fg_cls_accuracy": 0.9090909090909091, "iteration": 3579, "loss_box_reg": 0.012882699142210186, "loss_cls": 0.019035604898817837, "loss_rpn_cls": 0.0007658618847017351, "loss_rpn_loc": 0.0025227295700460672, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7491644788533449, "total_loss": 0.0365886354848044}
{"data_time": 0.008485360071063042, "eta_seconds": 21635.06406918727, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.11591282280937454, "fast_rcnn/fg_cls_accuracy": 0.8840871771906255, "iteration": 3599, "loss_box_reg": 0.01235051779076457, "loss_cls": 0.021588436502497643, "loss_rpn_cls": 0.0005670895070579718, "loss_rpn_loc": 0.002614599434309639, "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": 0.7531175361946225, "total_loss": 0.037308974523512006}
{"data_time": 0.009042467921972275, "eta_seconds": 21618.365799842402, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.09588744588744588, "fast_rcnn/fg_cls_accuracy": 0.9041125541125541, "iteration": 3619, "loss_box_reg": 0.012253474560566247, "loss_cls": 0.018690823286306113, "loss_rpn_cls": 0.0004562683461699635, "loss_rpn_loc": 0.0020110474215471186, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7531606685370207, "total_loss": 0.03635293400748196}
{"data_time": 0.007910327985882759, "eta_seconds": 21602.36912045814, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.06863664790494059, "fast_rcnn/fg_cls_accuracy": 0.9313633520950595, "iteration": 3639, "loss_box_reg": 0.013059508986771107, "loss_cls": 0.0191368613159284, "loss_rpn_cls": 0.0006602639018638001, "loss_rpn_loc": 0.002316393089131452, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7638699691742659, "total_loss": 0.03645183393109619}
{"data_time": 0.009046866558492184, "eta_seconds": 21587.135264726356, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.09947482236638863, "fast_rcnn/fg_cls_accuracy": 0.9005251776336114, "iteration": 3659, "loss_box_reg": 0.012817140552215278, "loss_cls": 0.021358573343604803, "loss_rpn_cls": 0.0004831722549170081, "loss_rpn_loc": 0.002113040492986329, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.75823316257447, "total_loss": 0.039295927136208775}
{"data_time": 0.008488938212394714, "eta_seconds": 21575.46464653313, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.08698672429762272, "fast_rcnn/fg_cls_accuracy": 0.9130132757023772, "iteration": 3679, "loss_box_reg": 0.0122060168068856, "loss_cls": 0.0193520812317729, "loss_rpn_cls": 0.0006971041457290994, "loss_rpn_loc": 0.0024109771475195885, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7545331874862313, "total_loss": 0.03659008813883702}
{"data_time": 0.009265179745852947, "eta_seconds": 21556.667553262785, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.05857769251849822, "fast_rcnn/fg_cls_accuracy": 0.9414223074815018, "iteration": 3699, "loss_box_reg": 0.012443134910427034, "loss_cls": 0.018773402203805745, "loss_rpn_cls": 0.0006607090708712349, "loss_rpn_loc": 0.00259898544754833, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7546384865418077, "total_loss": 0.035554124444388435}
{"data_time": 0.008718765340745449, "eta_seconds": 21541.433697531, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.10072463768115943, "fast_rcnn/fg_cls_accuracy": 0.8992753623188405, "iteration": 3719, "loss_box_reg": 0.013379173120483756, "loss_cls": 0.020013244589790702, "loss_rpn_cls": 0.0003369649175510858, "loss_rpn_loc": 0.0023155227609095164, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7774079581722617, "total_loss": 0.0366643309362189}
{"data_time": 0.008073392324149609, "eta_seconds": 21526.95944009535, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.10212950890916993, "fast_rcnn/fg_cls_accuracy": 0.8978704910908302, "iteration": 3739, "loss_box_reg": 0.012977301608771086, "loss_cls": 0.01837348670233041, "loss_rpn_cls": 0.0005971574278191838, "loss_rpn_loc": 0.0023664434702368453, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7802203381434083, "total_loss": 0.03479701235846733}
{"data_time": 0.007907874882221222, "eta_seconds": 21501.07578762807, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.0950028636884307, "fast_rcnn/fg_cls_accuracy": 0.9049971363115693, "iteration": 3759, "loss_box_reg": 0.012980340863578022, "loss_cls": 0.02059813536470756, "loss_rpn_cls": 0.0004925289340462768, "loss_rpn_loc": 0.0021040904539404437, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7608733689412475, "total_loss": 0.03754002621099062}
{"data_time": 0.008343646302819252, "eta_seconds": 21497.945251805708, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.05208861829866396, "fast_rcnn/fg_cls_accuracy": 0.947911381701336, "iteration": 3779, "loss_box_reg": 0.012202047510072589, "loss_cls": 0.01903652132023126, "loss_rpn_cls": 0.0004146594701524009, "loss_rpn_loc": 0.0021650046692229807, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7786762593314052, "total_loss": 0.03347271325674228}
{"data_time": 0.008401374332606792, "eta_seconds": 21475.556423741393, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.09756387403446226, "fast_rcnn/fg_cls_accuracy": 0.9024361259655378, "iteration": 3799, "loss_box_reg": 0.012515388894826174, "loss_cls": 0.01992072374559939, "loss_rpn_cls": 0.0006948563595869928, "loss_rpn_loc": 0.002041541134531144, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7518536234274507, "total_loss": 0.03736207191650465}
{"data_time": 0.008195420727133751, "eta_seconds": 21452.741146408953, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.1225016655562958, "fast_rcnn/fg_cls_accuracy": 0.8774983344437042, "iteration": 3819, "loss_box_reg": 0.012235662201419473, "loss_cls": 0.01978945091832429, "loss_rpn_cls": 0.0006334604963740276, "loss_rpn_loc": 0.0022865506034577265, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7360188579186797, "total_loss": 0.035849855205469794}
{"data_time": 0.008002137765288353, "eta_seconds": 21450.030563140288, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.09859154929577464, "fast_rcnn/fg_cls_accuracy": 0.9014084507042254, "iteration": 3839, "loss_box_reg": 0.012693565106019378, "loss_cls": 0.019722963916137815, "loss_rpn_cls": 0.00042769559058797313, "loss_rpn_loc": 0.0018427552276989445, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7754317875951529, "total_loss": 0.035962625189768005}
{"data_time": 0.008178696036338806, "eta_seconds": 21438.337298050523, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.0603385511467055, "fast_rcnn/fg_cls_accuracy": 0.9396614488532945, "iteration": 3859, "loss_box_reg": 0.01234707678668201, "loss_cls": 0.02039136236999184, "loss_rpn_cls": 0.0006658962338406127, "loss_rpn_loc": 0.002525448602682445, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.125, "rpn/num_pos_anchors": 5.875, "time": 0.7656652899459004, "total_loss": 0.036085448065477976}
{"data_time": 0.008199971169233322, "eta_seconds": 21426.613622476347, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10569550930996714, "fast_rcnn/fg_cls_accuracy": 0.8943044906900328, "iteration": 3879, "loss_box_reg": 0.011873762705363333, "loss_cls": 0.01921626942930743, "loss_rpn_cls": 0.0006587628313354799, "loss_rpn_loc": 0.0023973073257366195, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7704427121207118, "total_loss": 0.035356371368834516}
{"data_time": 0.008563638664782047, "eta_seconds": 21406.532706884667, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11738648947951273, "fast_rcnn/fg_cls_accuracy": 0.8826135105204873, "iteration": 3899, "loss_box_reg": 0.012246654951013625, "loss_cls": 0.01771610724972561, "loss_rpn_cls": 0.0005159841571185098, "loss_rpn_loc": 0.0024365128338104114, "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": 0.7618409637361765, "total_loss": 0.03388181623085984}
{"data_time": 0.008821164257824421, "eta_seconds": 21394.43910962064, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.09724098012733937, "fast_rcnn/fg_cls_accuracy": 0.9027590198726606, "iteration": 3919, "loss_box_reg": 0.011721488903276622, "loss_cls": 0.019207541598007083, "loss_rpn_cls": 0.0005878363517695107, "loss_rpn_loc": 0.002284342554048635, "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": 0.7571912156417966, "total_loss": 0.035129856138155446}
{"data_time": 0.00836168136447668, "eta_seconds": 21379.20144777838, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.11528239202657807, "fast_rcnn/fg_cls_accuracy": 0.8847176079734219, "iteration": 3939, "loss_box_reg": 0.012611252022907138, "loss_cls": 0.019514381943736225, "loss_rpn_cls": 0.000510591166857921, "loss_rpn_loc": 0.0022346862679114565, "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": 0.765041041187942, "total_loss": 0.036083328695895034}
{"data_time": 0.008663310669362545, "eta_seconds": 21363.963785936125, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.09918032786885246, "fast_rcnn/fg_cls_accuracy": 0.9008196721311476, "iteration": 3959, "loss_box_reg": 0.01219921198207885, "loss_cls": 0.020758336293511093, "loss_rpn_cls": 0.0005783092074125307, "loss_rpn_loc": 0.002245639974717051, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7540544932708144, "total_loss": 0.035833861205901485}
{"data_time": 0.008571041747927666, "eta_seconds": 21346.919065728784, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.11408857509627728, "fast_rcnn/fg_cls_accuracy": 0.8859114249037228, "iteration": 3979, "loss_box_reg": 0.012393457989674062, "loss_cls": 0.020860855525825173, "loss_rpn_cls": 0.000411289545809268, "loss_rpn_loc": 0.00230473346891813, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7407870255410671, "total_loss": 0.03676569655362982}
{"data_time": 0.00830453634262085, "eta_seconds": 21335.18040051777, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.0743545183714002, "fast_rcnn/fg_cls_accuracy": 0.9256454816285998, "iteration": 3999, "loss_box_reg": 0.012702213833108544, "loss_cls": 0.019198551832232624, "loss_rpn_cls": 0.0003916884006684995, "loss_rpn_loc": 0.002423007827019319, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7650211788713932, "total_loss": 0.03491070330346702}
{"data_time": 0.008710190653800964, "eta_seconds": 21315.120161963627, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.10520665593129361, "fast_rcnn/fg_cls_accuracy": 0.8947933440687064, "iteration": 4019, "loss_box_reg": 0.012291115708649158, "loss_cls": 0.0200643174466677, "loss_rpn_cls": 0.00043023151920351665, "loss_rpn_loc": 0.002308474635356106, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7500167340040207, "total_loss": 0.03439002028676441}
{"data_time": 0.009482234716415405, "eta_seconds": 21303.330705031753, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.07814407814407814, "fast_rcnn/fg_cls_accuracy": 0.9218559218559219, "iteration": 4039, "loss_box_reg": 0.01141474035102874, "loss_cls": 0.020181013271212578, "loss_rpn_cls": 0.0006051541261058446, "loss_rpn_loc": 0.0021240883725113235, "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": 0.7767467517405748, "total_loss": 0.035409359805726126}
{"data_time": 0.008713864721357822, "eta_seconds": 21292.246487119235, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.06671968893601979, "fast_rcnn/fg_cls_accuracy": 0.9332803110639802, "iteration": 4059, "loss_box_reg": 0.012109376955777407, "loss_cls": 0.018515460193157196, "loss_rpn_cls": 0.00039636220753891394, "loss_rpn_loc": 0.0020813498194911517, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7691546436399221, "total_loss": 0.03330670383184042}
{"data_time": 0.008331123739480972, "eta_seconds": 21277.00562495459, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.10795454545454546, "fast_rcnn/fg_cls_accuracy": 0.8920454545454546, "iteration": 4079, "loss_box_reg": 0.012582940282300115, "loss_cls": 0.01935310655971989, "loss_rpn_cls": 0.0004983250973964459, "loss_rpn_loc": 0.0020271340836188756, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7601723028346896, "total_loss": 0.03494767173606306}
{"data_time": 0.009062664583325386, "eta_seconds": 21253.428543122485, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.09566993464052287, "fast_rcnn/fg_cls_accuracy": 0.9043300653594771, "iteration": 4099, "loss_box_reg": 0.011934665380977094, "loss_cls": 0.019868560892064124, "loss_rpn_cls": 0.0006315438561159681, "loss_rpn_loc": 0.0021322053944459185, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7602509874850512, "total_loss": 0.0351375583884419}
{"data_time": 0.00872261542826891, "eta_seconds": 21226.99245900847, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.09339975093399751, "fast_rcnn/fg_cls_accuracy": 0.9066002490660025, "iteration": 4119, "loss_box_reg": 0.011400084709748626, "loss_cls": 0.02070559887215495, "loss_rpn_cls": 0.0006739423006365541, "loss_rpn_loc": 0.001975544888409786, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.751058891415596, "total_loss": 0.034807372067007236}
{"data_time": 0.008354187943041325, "eta_seconds": 21209.141658567823, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.07693572250534275, "fast_rcnn/fg_cls_accuracy": 0.9230642774946572, "iteration": 4139, "loss_box_reg": 0.011962866177782416, "loss_cls": 0.0193022342864424, "loss_rpn_cls": 0.0005317653653946763, "loss_rpn_loc": 0.002022926215431653, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7499402221292257, "total_loss": 0.03511290838559944}
{"data_time": 0.008636321872472763, "eta_seconds": 21184.537384914234, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.0685107376283847, "fast_rcnn/fg_cls_accuracy": 0.9314892623716153, "iteration": 4159, "loss_box_reg": 0.01236443012021482, "loss_cls": 0.01974512165179476, "loss_rpn_cls": 0.0005057168807525159, "loss_rpn_loc": 0.0026495710626477376, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.758524083532393, "total_loss": 0.03529128339414456}
{"data_time": 0.008902872912585735, "eta_seconds": 21163.73400268797, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.08934959349593496, "fast_rcnn/fg_cls_accuracy": 0.910650406504065, "iteration": 4179, "loss_box_reg": 0.011995359556749463, "loss_cls": 0.020786274457350373, "loss_rpn_cls": 0.0006211451000126544, "loss_rpn_loc": 0.0023578314285259694, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.783485135063529, "total_loss": 0.03489427580461779}
{"data_time": 0.008812850341200829, "eta_seconds": 21148.519787524827, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.09966914805624483, "fast_rcnn/fg_cls_accuracy": 0.9003308519437552, "iteration": 4199, "loss_box_reg": 0.01195174572058022, "loss_cls": 0.0209092449513264, "loss_rpn_cls": 0.0005291023120435057, "loss_rpn_loc": 0.002050693510682322, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7689017159864306, "total_loss": 0.036117086630611084}
{"data_time": 0.008827497251331806, "eta_seconds": 21123.82681703288, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.08075927523727351, "fast_rcnn/fg_cls_accuracy": 0.9192407247627266, "iteration": 4219, "loss_box_reg": 0.01149087562225759, "loss_cls": 0.018999317078851163, "loss_rpn_cls": 0.00035663643711814075, "loss_rpn_loc": 0.002118320029694587, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7485124170780182, "total_loss": 0.033906132785887166}
{"data_time": 0.008702290244400501, "eta_seconds": 21108.619425782003, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.07341867469879518, "fast_rcnn/fg_cls_accuracy": 0.9265813253012047, "iteration": 4239, "loss_box_reg": 0.011927224579267204, "loss_cls": 0.020228976325597614, "loss_rpn_cls": 0.0005025123327868641, "loss_rpn_loc": 0.0021569947493844666, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7711890926584601, "total_loss": 0.03638032270782787}
{"data_time": 0.008162014186382294, "eta_seconds": 21092.35478112381, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.07222222222222222, "fast_rcnn/fg_cls_accuracy": 0.9277777777777778, "iteration": 4259, "loss_box_reg": 0.01201160647906363, "loss_cls": 0.021320273401215672, "loss_rpn_cls": 0.0005672902243532008, "loss_rpn_loc": 0.0019778643909376115, "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": 0.7711871080100536, "total_loss": 0.03734423526930186}
{"data_time": 0.008425628766417503, "eta_seconds": 21082.420616729185, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08926250812215725, "fast_rcnn/fg_cls_accuracy": 0.9107374918778428, "iteration": 4279, "loss_box_reg": 0.012353871250525117, "loss_cls": 0.02083507739007473, "loss_rpn_cls": 0.0006971491029617027, "loss_rpn_loc": 0.002300921725691296, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7754955161362886, "total_loss": 0.03712827750678116}
{"data_time": 0.007612096145749092, "eta_seconds": 21062.308946271427, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.08442219582555574, "fast_rcnn/fg_cls_accuracy": 0.9155778041744442, "iteration": 4299, "loss_box_reg": 0.011964181438088417, "loss_cls": 0.019005476031452417, "loss_rpn_cls": 0.0005571870260610012, "loss_rpn_loc": 0.0022044525539968163, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7618354111909866, "total_loss": 0.03598109200174804}
{"data_time": 0.00777384452521801, "eta_seconds": 21046.734894066118, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.08037453183520599, "fast_rcnn/fg_cls_accuracy": 0.919625468164794, "iteration": 4319, "loss_box_reg": 0.011230040108785033, "loss_cls": 0.018822248734068125, "loss_rpn_cls": 0.0005794149556095363, "loss_rpn_loc": 0.002198003407102078, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7601713705807924, "total_loss": 0.035305224628245924}
{"data_time": 0.009941326454281807, "eta_seconds": 21031.89515767712, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.08633304067895814, "fast_rcnn/fg_cls_accuracy": 0.9136669593210418, "iteration": 4339, "loss_box_reg": 0.011404436430893838, "loss_cls": 0.02014982613036409, "loss_rpn_cls": 0.0004932790434395429, "loss_rpn_loc": 0.002254868421005085, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7714843079447746, "total_loss": 0.035168376470210205}
{"data_time": 0.008701179176568985, "eta_seconds": 21017.37507827673, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.1388888888888889, "fast_rcnn/fg_cls_accuracy": 0.8611111111111112, "iteration": 4359, "loss_box_reg": 0.011914737639017403, "loss_cls": 0.020718763582408428, "loss_rpn_cls": 0.0006097956679695926, "loss_rpn_loc": 0.002156259724870324, "lr": 0.001, "roi_head/num_bg_samples": 491.375, "roi_head/num_fg_samples": 20.625, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7711080713197589, "total_loss": 0.03490481998778705}
{"data_time": 0.008096017874777317, "eta_seconds": 21006.368451884016, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.08819444444444444, "fast_rcnn/fg_cls_accuracy": 0.9118055555555555, "iteration": 4379, "loss_box_reg": 0.011854346608743072, "loss_cls": 0.01821654208470136, "loss_rpn_cls": 0.0003936181706194475, "loss_rpn_loc": 0.002208474703365937, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7650361005216837, "total_loss": 0.03505537476928566}
{"data_time": 0.009153683669865131, "eta_seconds": 20986.960295774974, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.11039208222306815, "fast_rcnn/fg_cls_accuracy": 0.8896079177769318, "iteration": 4399, "loss_box_reg": 0.01077426812844351, "loss_cls": 0.018519620643928647, "loss_rpn_cls": 0.0006468614326422539, "loss_rpn_loc": 0.0018138403247576207, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7602894306182861, "total_loss": 0.03369666304615748}
{"data_time": 0.008223755285143852, "eta_seconds": 20971.752904524095, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.08225352112676057, "fast_rcnn/fg_cls_accuracy": 0.9177464788732395, "iteration": 4419, "loss_box_reg": 0.012094772420823574, "loss_cls": 0.01885289076017216, "loss_rpn_cls": 0.0004276983408999513, "loss_rpn_loc": 0.0021979846351314336, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7575839655473828, "total_loss": 0.03546952710894402}
{"data_time": 0.008288851007819176, "eta_seconds": 20968.79691062495, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.08537855124200505, "fast_rcnn/fg_cls_accuracy": 0.9146214487579949, "iteration": 4439, "loss_box_reg": 0.011458767694421113, "loss_cls": 0.020207962952554226, "loss_rpn_cls": 0.0004852050244608108, "loss_rpn_loc": 0.0021056488549220376, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7759131332859397, "total_loss": 0.03540859826671294}
{"data_time": 0.008617453277111053, "eta_seconds": 20960.826679581776, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.07227662178702571, "fast_rcnn/fg_cls_accuracy": 0.9277233782129743, "iteration": 4459, "loss_box_reg": 0.011697000416461378, "loss_cls": 0.019619858008809388, "loss_rpn_cls": 0.000396591045500827, "loss_rpn_loc": 0.0021058761994936503, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7698838412761688, "total_loss": 0.03403044865126503}
{"data_time": 0.007646574638783932, "eta_seconds": 20950.317202736624, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.09082875098193244, "fast_rcnn/fg_cls_accuracy": 0.9091712490180676, "iteration": 4479, "loss_box_reg": 0.011224617250263691, "loss_cls": 0.019920197257306427, "loss_rpn_cls": 0.0004596389098878717, "loss_rpn_loc": 0.002320088999113068, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7804853189736605, "total_loss": 0.03403517094648123}
{"data_time": 0.008326453156769276, "eta_seconds": 20944.45921710413, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04380952380952381, "fast_rcnn/fg_cls_accuracy": 0.9561904761904761, "iteration": 4499, "loss_box_reg": 0.011891877104062587, "loss_cls": 0.017649650806561112, "loss_rpn_cls": 0.0004609810659985669, "loss_rpn_loc": 0.002560284876381047, "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": 0.7720485273748636, "total_loss": 0.03102736115170046}
{"data_time": 0.008744747377932072, "eta_seconds": 20934.966972342692, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.10072463768115943, "fast_rcnn/fg_cls_accuracy": 0.8992753623188405, "iteration": 4519, "loss_box_reg": 0.011742746108211577, "loss_cls": 0.018913040112238377, "loss_rpn_cls": 0.00033024419190041954, "loss_rpn_loc": 0.00235253317077877, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7754353350028396, "total_loss": 0.03514504610257063}
{"data_time": 0.00860223826020956, "eta_seconds": 20913.995656917803, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.09938271604938272, "fast_rcnn/fg_cls_accuracy": 0.9006172839506172, "iteration": 4539, "loss_box_reg": 0.011265977285802364, "loss_cls": 0.019486797391436994, "loss_rpn_cls": 0.0006377060237809928, "loss_rpn_loc": 0.001848585350671783, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7580246850848198, "total_loss": 0.035099338400868874}
{"data_time": 0.009145640768110752, "eta_seconds": 20898.76387682464, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.10927920463960232, "fast_rcnn/fg_cls_accuracy": 0.8907207953603977, "iteration": 4559, "loss_box_reg": 0.011852615047246218, "loss_cls": 0.02026851975824684, "loss_rpn_cls": 0.0005995629060180363, "loss_rpn_loc": 0.0025568750133970752, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7656279504299164, "total_loss": 0.0383332453031926}
{"data_time": 0.009144135750830173, "eta_seconds": 20887.333065722138, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.08166666666666667, "fast_rcnn/fg_cls_accuracy": 0.9183333333333333, "iteration": 4579, "loss_box_reg": 0.011621298966929317, "loss_cls": 0.018943234463222325, "loss_rpn_cls": 0.00040512241457690834, "loss_rpn_loc": 0.001882109856524039, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7541223429143429, "total_loss": 0.03471912363147567}
{"data_time": 0.007959241978824139, "eta_seconds": 20877.775814082474, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.08724202626641651, "fast_rcnn/fg_cls_accuracy": 0.9127579737335836, "iteration": 4599, "loss_box_reg": 0.011945874546654522, "loss_cls": 0.018406807212159038, "loss_rpn_cls": 0.0006551638798555359, "loss_rpn_loc": 0.002187551435781643, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7550202971324325, "total_loss": 0.03330892819849396}
{"data_time": 0.009469511918723583, "eta_seconds": 20892.257950169966, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.08166666666666667, "fast_rcnn/fg_cls_accuracy": 0.9183333333333333, "iteration": 4619, "loss_box_reg": 0.011096341884694993, "loss_cls": 0.01857256388757378, "loss_rpn_cls": 0.00035549580070437514, "loss_rpn_loc": 0.0020875314803561196, "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": 0.7673631906509399, "total_loss": 0.03361686766038474}
{"data_time": 0.009154943749308586, "eta_seconds": 20870.560277470388, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.11360718870346598, "fast_rcnn/fg_cls_accuracy": 0.886392811296534, "iteration": 4639, "loss_box_reg": 0.011061098717618734, "loss_cls": 0.019159483024850488, "loss_rpn_cls": 0.00035291703261464136, "loss_rpn_loc": 0.001829667337005958, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7633906351402402, "total_loss": 0.032503302058785266}
{"data_time": 0.008450041525065899, "eta_seconds": 20835.47598220408, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.12404092071611253, "fast_rcnn/fg_cls_accuracy": 0.8759590792838874, "iteration": 4659, "loss_box_reg": 0.01182939053978771, "loss_cls": 0.022076106804888695, "loss_rpn_cls": 0.0006199350873430376, "loss_rpn_loc": 0.0018001720891334116, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7398557653650641, "total_loss": 0.03553396432835143}
{"data_time": 0.008364756591618061, "eta_seconds": 20821.12033758592, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.09275184275184276, "fast_rcnn/fg_cls_accuracy": 0.9072481572481572, "iteration": 4679, "loss_box_reg": 0.011169167701154947, "loss_cls": 0.01957819447852671, "loss_rpn_cls": 0.0004916321249766042, "loss_rpn_loc": 0.0020386007090564817, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.761720784008503, "total_loss": 0.033583790322609275}
{"data_time": 0.008511797524988651, "eta_seconds": 20836.45953367278, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06575246132208157, "fast_rcnn/fg_cls_accuracy": 0.9342475386779184, "iteration": 4699, "loss_box_reg": 0.011000746337231249, "loss_cls": 0.01960854954086244, "loss_rpn_cls": 0.0003976664784204331, "loss_rpn_loc": 0.0020541599151329137, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7701960913836956, "total_loss": 0.03343035860916643}
{"data_time": 0.008691413328051567, "eta_seconds": 20805.273301155306, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.0807207498383969, "fast_rcnn/fg_cls_accuracy": 0.9192792501616032, "iteration": 4719, "loss_box_reg": 0.011706550605595112, "loss_cls": 0.01948914333479479, "loss_rpn_cls": 0.0005322166762198322, "loss_rpn_loc": 0.002241007285192609, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7637131987139583, "total_loss": 0.033083317219279706}
{"data_time": 0.009239422157406807, "eta_seconds": 20774.511201158166, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.13840996168582376, "fast_rcnn/fg_cls_accuracy": 0.8615900383141762, "iteration": 4739, "loss_box_reg": 0.010875492356717587, "loss_cls": 0.019913093536160886, "loss_rpn_cls": 0.0004136530269533978, "loss_rpn_loc": 0.0019222245027776808, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7360246693715453, "total_loss": 0.034489297618620185}
{"data_time": 0.008882795460522175, "eta_seconds": 20759.270005896688, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.08998988877654196, "fast_rcnn/fg_cls_accuracy": 0.910010111223458, "iteration": 4759, "loss_box_reg": 0.011519509949721396, "loss_cls": 0.020736525300890207, "loss_rpn_cls": 0.0005243415398581419, "loss_rpn_loc": 0.0020560679768095724, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7570183165371418, "total_loss": 0.03520217116056301}
{"data_time": 0.008504411205649376, "eta_seconds": 20729.152278257534, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.09635416666666666, "fast_rcnn/fg_cls_accuracy": 0.9036458333333333, "iteration": 4779, "loss_box_reg": 0.011643892095889896, "loss_cls": 0.02024833724135533, "loss_rpn_cls": 0.0005811029971027892, "loss_rpn_loc": 0.0016722286163712852, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7561633139848709, "total_loss": 0.03587644074559648}
{"data_time": 0.008784029632806778, "eta_seconds": 20715.98251570668, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11854657687991021, "fast_rcnn/fg_cls_accuracy": 0.8814534231200898, "iteration": 4799, "loss_box_reg": 0.011244432942476124, "loss_cls": 0.019428861793130636, "loss_rpn_cls": 0.00036764059632332646, "loss_rpn_loc": 0.0018388810276519507, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.7597862165421247, "total_loss": 0.033589444005883706}
{"data_time": 0.008164421655237675, "eta_seconds": 20716.837757340632, "fast_rcnn/cls_accuracy": 0.988525390625, "fast_rcnn/false_negative": 0.1305088354268682, "fast_rcnn/fg_cls_accuracy": 0.8694911645731318, "iteration": 4819, "loss_box_reg": 0.010741822770796716, "loss_cls": 0.020120500295888633, "loss_rpn_cls": 0.0004257559103280073, "loss_rpn_loc": 0.0018409086733299773, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7772383447736502, "total_loss": 0.03413925377526539}
{"data_time": 0.008902187459170818, "eta_seconds": 20698.305224850774, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.09716811507341924, "fast_rcnn/fg_cls_accuracy": 0.9028318849265808, "iteration": 4839, "loss_box_reg": 0.011096006375737488, "loss_cls": 0.019779989263042808, "loss_rpn_cls": 0.00047451230511796894, "loss_rpn_loc": 0.0019641101971501485, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7720357114449143, "total_loss": 0.03432220523995966}
{"data_time": 0.008361072279512882, "eta_seconds": 20683.94374592509, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.08451704545454546, "fast_rcnn/fg_cls_accuracy": 0.9154829545454546, "iteration": 4859, "loss_box_reg": 0.010785887599922717, "loss_cls": 0.01956233405508101, "loss_rpn_cls": 0.0005187747201489401, "loss_rpn_loc": 0.002040829975157976, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7672285959124565, "total_loss": 0.03393117747236829}
{"data_time": 0.008880816400051117, "eta_seconds": 20663.96420966275, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.06814488042721151, "fast_rcnn/fg_cls_accuracy": 0.9318551195727884, "iteration": 4879, "loss_box_reg": 0.011040458572097123, "loss_cls": 0.020064271055161953, "loss_rpn_cls": 0.0006281025916905492, "loss_rpn_loc": 0.0019067046014242806, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.748025082051754, "total_loss": 0.03499466206176294}
{"data_time": 0.00834063533693552, "eta_seconds": 20649.064703843556, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.0811764705882353, "fast_rcnn/fg_cls_accuracy": 0.9188235294117647, "iteration": 4899, "loss_box_reg": 0.010971441748552024, "loss_cls": 0.017959790711756796, "loss_rpn_cls": 0.0005065847078640218, "loss_rpn_loc": 0.0022259088364080526, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.7637821203097701, "total_loss": 0.03077639528396503}
{"data_time": 0.008492665365338326, "eta_seconds": 20628.34567495063, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.10232389251997095, "fast_rcnn/fg_cls_accuracy": 0.897676107480029, "iteration": 4919, "loss_box_reg": 0.010784695390611887, "loss_cls": 0.017007886373903602, "loss_rpn_cls": 0.000571912290979526, "loss_rpn_loc": 0.0020793506846530363, "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": 0.7485256157815456, "total_loss": 0.031448595297661086}
{"data_time": 0.008150225505232811, "eta_seconds": 20609.360055054538, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06992836209703679, "fast_rcnn/fg_cls_accuracy": 0.9300716379029632, "iteration": 4939, "loss_box_reg": 0.0116750547895208, "loss_cls": 0.019117857329547405, "loss_rpn_cls": 0.0006754332468972279, "loss_rpn_loc": 0.002196414367062971, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7592761619016528, "total_loss": 0.033932700795958226}
{"data_time": 0.008971380069851875, "eta_seconds": 20597.87657015398, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.08421985815602837, "fast_rcnn/fg_cls_accuracy": 0.9157801418439716, "iteration": 4959, "loss_box_reg": 0.010465118568390608, "loss_cls": 0.018546829232946038, "loss_rpn_cls": 0.0006328191198008426, "loss_rpn_loc": 0.0018336964130867273, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7491617929190397, "total_loss": 0.03281973879745692}
{"data_time": 0.009356514550745487, "eta_seconds": 20588.110304511152, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.12797422339722406, "fast_rcnn/fg_cls_accuracy": 0.8720257766027759, "iteration": 4979, "loss_box_reg": 0.010945460991933942, "loss_cls": 0.01772794680437073, "loss_rpn_cls": 0.000505070672261354, "loss_rpn_loc": 0.0018885504105128348, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7607303559780121, "total_loss": 0.033384172665591905}
{"data_time": 0.008566565811634064, "eta_seconds": 20563.66471477505, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06923076923076923, "fast_rcnn/fg_cls_accuracy": 0.9307692307692308, "iteration": 4999, "loss_box_reg": 0.011174524610396475, "loss_cls": 0.016772577771916986, "loss_rpn_cls": 0.0005647616271744482, "loss_rpn_loc": 0.0024413517749053426, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.747354437597096, "total_loss": 0.031448642318991915}
{"data_time": 0.008895475417375565, "eta_seconds": 20552.17291295901, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.10222222222222221, "fast_rcnn/fg_cls_accuracy": 0.8977777777777778, "iteration": 5019, "loss_box_reg": 0.01082351803779602, "loss_cls": 0.020430122734978795, "loss_rpn_cls": 0.0006354473935061833, "loss_rpn_loc": 0.0019561857407097705, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7581975925713778, "total_loss": 0.03313197447062066}
{"data_time": 0.008231732994318008, "eta_seconds": 20528.954479135573, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.08236546651180798, "fast_rcnn/fg_cls_accuracy": 0.917634533488192, "iteration": 5039, "loss_box_reg": 0.011050327098928392, "loss_cls": 0.02192040055524558, "loss_rpn_cls": 0.0003287906602054136, "loss_rpn_loc": 0.001978526619495824, "lr": 0.001, "roi_head/num_bg_samples": 494.375, "roi_head/num_fg_samples": 17.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.766847194172442, "total_loss": 0.03537795899410412}
{"data_time": 0.010243061929941177, "eta_seconds": 20517.96937449556, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.10596491228070176, "fast_rcnn/fg_cls_accuracy": 0.8940350877192982, "iteration": 5059, "loss_box_reg": 0.010615864070132375, "loss_cls": 0.0193313067429699, "loss_rpn_cls": 0.00044307053485681536, "loss_rpn_loc": 0.001579351257532835, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7660120958462358, "total_loss": 0.03403296306532866}
{"data_time": 0.008651314303278923, "eta_seconds": 20508.553527421318, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.129923273657289, "fast_rcnn/fg_cls_accuracy": 0.8700767263427109, "iteration": 5079, "loss_box_reg": 0.010766725172288716, "loss_cls": 0.01908174529671669, "loss_rpn_cls": 0.0004459548295017157, "loss_rpn_loc": 0.00178384649916552, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7674770541489124, "total_loss": 0.03409904457430457}
{"data_time": 0.008860044181346893, "eta_seconds": 20496.678705512546, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.08333333333333333, "fast_rcnn/fg_cls_accuracy": 0.9166666666666666, "iteration": 5099, "loss_box_reg": 0.011045308492612094, "loss_cls": 0.018436578277032822, "loss_rpn_cls": 0.0005888651839995873, "loss_rpn_loc": 0.0021659267222275957, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7577383294701576, "total_loss": 0.03157975521571643}
{"data_time": 0.008391893468797207, "eta_seconds": 20496.83052478172, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06572429624259998, "fast_rcnn/fg_cls_accuracy": 0.9342757037574, "iteration": 5119, "loss_box_reg": 0.010644832043908536, "loss_cls": 0.019480423303321004, "loss_rpn_cls": 0.000316187365569931, "loss_rpn_loc": 0.001812923546822276, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7700611045584083, "total_loss": 0.03326112217200716}
{"data_time": 0.00871309544891119, "eta_seconds": 20483.745230838656, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.08628632175761872, "fast_rcnn/fg_cls_accuracy": 0.9137136782423813, "iteration": 5139, "loss_box_reg": 0.010600179783068597, "loss_cls": 0.019849638338200748, "loss_rpn_cls": 0.00036637192806665553, "loss_rpn_loc": 0.0018592752021504566, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7654854524880648, "total_loss": 0.032772159991964145}
{"data_time": 0.008754619397222996, "eta_seconds": 20468.49356840551, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.07548701298701299, "fast_rcnn/fg_cls_accuracy": 0.924512987012987, "iteration": 5159, "loss_box_reg": 0.011281469371169806, "loss_cls": 0.020850149856414646, "loss_rpn_cls": 0.00042805277871593717, "loss_rpn_loc": 0.0017367568652844056, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7619385588914156, "total_loss": 0.035965801625934546}
{"data_time": 0.008846309967339039, "eta_seconds": 20448.200493758544, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.06274586939417781, "fast_rcnn/fg_cls_accuracy": 0.9372541306058222, "iteration": 5179, "loss_box_reg": 0.011121843184810132, "loss_cls": 0.019292858545668423, "loss_rpn_cls": 0.0004969185555978584, "loss_rpn_loc": 0.002081112368614413, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7437031976878643, "total_loss": 0.03373207672939316}
{"data_time": 0.009123706258833408, "eta_seconds": 20430.2485332191, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.079894578313253, "fast_rcnn/fg_cls_accuracy": 0.920105421686747, "iteration": 5199, "loss_box_reg": 0.010302780661731958, "loss_cls": 0.019043098902329803, "loss_rpn_cls": 0.0003014925828210835, "loss_rpn_loc": 0.0018264406971866265, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7611886784434319, "total_loss": 0.03184868445941902}
{"data_time": 0.009173586964607239, "eta_seconds": 20420.33265003003, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06644760861628332, "fast_rcnn/fg_cls_accuracy": 0.9335523913837167, "iteration": 5219, "loss_box_reg": 0.011016081320121884, "loss_cls": 0.019848536467179656, "loss_rpn_cls": 0.0005470583400892792, "loss_rpn_loc": 0.002025598456384614, "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": 0.760241761803627, "total_loss": 0.033407596567940345}
{"data_time": 0.007405448704957962, "eta_seconds": 20406.32186234556, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10782482357824824, "fast_rcnn/fg_cls_accuracy": 0.8921751764217518, "iteration": 5239, "loss_box_reg": 0.010546307661570609, "loss_cls": 0.019140214775688946, "loss_rpn_cls": 0.0005215762776060728, "loss_rpn_loc": 0.0015973037079675123, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7712044212967157, "total_loss": 0.03245590790993447}
{"data_time": 0.009199355728924274, "eta_seconds": 20391.071070624515, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.09072463768115943, "fast_rcnn/fg_cls_accuracy": 0.9092753623188405, "iteration": 5259, "loss_box_reg": 0.01114723802311346, "loss_cls": 0.020642368297558278, "loss_rpn_cls": 0.00021778928794446983, "loss_rpn_loc": 0.0019302926884847693, "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": 0.7751216646283865, "total_loss": 0.03352717200687039}
{"data_time": 0.007952970452606678, "eta_seconds": 20371.9609781038, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.09146444934668249, "fast_rcnn/fg_cls_accuracy": 0.9085355506533175, "iteration": 5279, "loss_box_reg": 0.010599154164083302, "loss_cls": 0.018103216541931033, "loss_rpn_cls": 0.00039570579065184575, "loss_rpn_loc": 0.0019201883696950972, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7576755164191127, "total_loss": 0.03140617536337231}
{"data_time": 0.008874363265931606, "eta_seconds": 20361.731931373477, "fast_rcnn/cls_accuracy": 0.988525390625, "fast_rcnn/false_negative": 0.11668179068360557, "fast_rcnn/fg_cls_accuracy": 0.8833182093163945, "iteration": 5299, "loss_box_reg": 0.01059996325057, "loss_cls": 0.019615355180576444, "loss_rpn_cls": 0.0002536978885245844, "loss_rpn_loc": 0.0020981648412998766, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7671366147696972, "total_loss": 0.03350606885032903}
{"data_time": 0.00865713320672512, "eta_seconds": 20346.48026894033, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.10063025210084034, "fast_rcnn/fg_cls_accuracy": 0.8993697478991597, "iteration": 5319, "loss_box_reg": 0.01023117802105844, "loss_cls": 0.019891785399522632, "loss_rpn_cls": 0.0003670234139008244, "loss_rpn_loc": 0.0019029035756830126, "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": 0.7553273467347026, "total_loss": 0.03354330056890831}
{"data_time": 0.007995792664587498, "eta_seconds": 20330.06790374033, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.10043213828425096, "fast_rcnn/fg_cls_accuracy": 0.899567861715749, "iteration": 5339, "loss_box_reg": 0.010708368616178632, "loss_cls": 0.01787428802344948, "loss_rpn_cls": 0.00033827880452008685, "loss_rpn_loc": 0.001954179097083397, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7611528374254704, "total_loss": 0.031223324128973218}
{"data_time": 0.008080588653683662, "eta_seconds": 20313.583590211347, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06015377657168702, "fast_rcnn/fg_cls_accuracy": 0.939846223428313, "iteration": 5359, "loss_box_reg": 0.01069695025216788, "loss_cls": 0.01840825704857707, "loss_rpn_cls": 0.00039779635199010954, "loss_rpn_loc": 0.0017102394267567433, "lr": 0.001, "roi_head/num_bg_samples": 494.125, "roi_head/num_fg_samples": 17.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7621270194649696, "total_loss": 0.032723282965889666}
{"data_time": 0.008103780448436737, "eta_seconds": 20299.56632029824, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.07594417077175697, "fast_rcnn/fg_cls_accuracy": 0.924055829228243, "iteration": 5379, "loss_box_reg": 0.010206346516497433, "loss_cls": 0.02040584513451904, "loss_rpn_cls": 0.0005897757837374229, "loss_rpn_loc": 0.001736338199407328, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7668754206970334, "total_loss": 0.03325392427541374}
{"data_time": 0.008307302370667458, "eta_seconds": 20272.153049997054, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.11970149253731344, "fast_rcnn/fg_cls_accuracy": 0.8802985074626866, "iteration": 5399, "loss_box_reg": 0.010885539697483182, "loss_cls": 0.019010649877600372, "loss_rpn_cls": 0.00029177985015849117, "loss_rpn_loc": 0.002082900311506819, "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": 0.7375614186748862, "total_loss": 0.03327552610232942}
{"data_time": 0.007967372424900532, "eta_seconds": 20259.666613906622, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.10789210789210789, "fast_rcnn/fg_cls_accuracy": 0.8921078921078921, "iteration": 5419, "loss_box_reg": 0.010507187573239207, "loss_cls": 0.01903183152899146, "loss_rpn_cls": 0.0003802617725341406, "loss_rpn_loc": 0.002060726394120138, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7641058079898357, "total_loss": 0.0321995468248133}
{"data_time": 0.008948690257966518, "eta_seconds": 20241.66975530889, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.07394622093023256, "fast_rcnn/fg_cls_accuracy": 0.9260537790697674, "iteration": 5439, "loss_box_reg": 0.01069564966019243, "loss_cls": 0.020653828920330852, "loss_rpn_cls": 0.00035024186263399315, "loss_rpn_loc": 0.0019169841252733022, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.772127284668386, "total_loss": 0.033116445891892}
{"data_time": 0.008203337900340557, "eta_seconds": 20225.430677848868, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.08004778972520908, "fast_rcnn/fg_cls_accuracy": 0.9199522102747909, "iteration": 5459, "loss_box_reg": 0.010458551929332316, "loss_cls": 0.018507283239159733, "loss_rpn_cls": 0.0004213300790070207, "loss_rpn_loc": 0.0022166405906318687, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7644203985109925, "total_loss": 0.03417635694313503}
{"data_time": 0.00857200101017952, "eta_seconds": 20209.007189683616, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.0811764705882353, "fast_rcnn/fg_cls_accuracy": 0.9188235294117647, "iteration": 5479, "loss_box_reg": 0.009914203663356602, "loss_cls": 0.01762245805002749, "loss_rpn_cls": 0.0004736530977424991, "loss_rpn_loc": 0.001795525342458859, "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": 0.770580330863595, "total_loss": 0.03073317878806847}
{"data_time": 0.009741500951349735, "eta_seconds": 20193.767185769975, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.0919661733615222, "fast_rcnn/fg_cls_accuracy": 0.9080338266384778, "iteration": 5499, "loss_box_reg": 0.01037893258035183, "loss_cls": 0.019924930995330215, "loss_rpn_cls": 0.0003398455314709281, "loss_rpn_loc": 0.0014605826945626177, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7861525174230337, "total_loss": 0.032938971476596635}
{"data_time": 0.009056816808879375, "eta_seconds": 20163.888866837136, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.106203007518797, "fast_rcnn/fg_cls_accuracy": 0.893796992481203, "iteration": 5519, "loss_box_reg": 0.010338628548197448, "loss_cls": 0.019264986971393228, "loss_rpn_cls": 0.00037502372470044065, "loss_rpn_loc": 0.0019396351563045755, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7520121512934566, "total_loss": 0.032495086697963416}
{"data_time": 0.009382410906255245, "eta_seconds": 20151.31796634756, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.07047257105089227, "fast_rcnn/fg_cls_accuracy": 0.9295274289491078, "iteration": 5539, "loss_box_reg": 0.010344969807192683, "loss_cls": 0.0179278421564959, "loss_rpn_cls": 0.0005024219963161158, "loss_rpn_loc": 0.00170848224661313, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7579541774466634, "total_loss": 0.032067180328112954}
{"data_time": 0.008052131161093712, "eta_seconds": 20136.087009115145, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06787469287469287, "fast_rcnn/fg_cls_accuracy": 0.9321253071253071, "iteration": 5559, "loss_box_reg": 0.010665876092389226, "loss_cls": 0.019158111070282757, "loss_rpn_cls": 0.0005155622307029262, "loss_rpn_loc": 0.0018454052769811824, "lr": 0.001, "roi_head/num_bg_samples": 491.375, "roi_head/num_fg_samples": 20.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7684600045904517, "total_loss": 0.03269194271979359}
{"data_time": 0.008578583598136902, "eta_seconds": 20120.85605188273, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.05969267139479905, "fast_rcnn/fg_cls_accuracy": 0.9403073286052009, "iteration": 5579, "loss_box_reg": 0.010685808141715825, "loss_cls": 0.01882139954250306, "loss_rpn_cls": 0.000570596022043901, "loss_rpn_loc": 0.001933639643539209, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7465693959966302, "total_loss": 0.03376109441705921}
{"data_time": 0.008503914810717106, "eta_seconds": 20102.9730740292, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.10333333333333333, "fast_rcnn/fg_cls_accuracy": 0.8966666666666667, "iteration": 5599, "loss_box_reg": 0.010403974098153412, "loss_cls": 0.016651157406158745, "loss_rpn_cls": 0.00033637114302109694, "loss_rpn_loc": 0.0017287149385083467, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7600419130176306, "total_loss": 0.029506309955650067}
{"data_time": 0.00875150691717863, "eta_seconds": 20081.38148384448, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.05715447154471545, "fast_rcnn/fg_cls_accuracy": 0.9428455284552846, "iteration": 5619, "loss_box_reg": 0.010318915825337172, "loss_cls": 0.017974063579458743, "loss_rpn_cls": 0.00038081487400631886, "loss_rpn_loc": 0.0019333893578732386, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.7556397747248411, "total_loss": 0.031316218633946846}
{"data_time": 0.008800097741186619, "eta_seconds": 20058.01896001026, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.06261022927689594, "fast_rcnn/fg_cls_accuracy": 0.937389770723104, "iteration": 5639, "loss_box_reg": 0.010483947582542896, "loss_cls": 0.018258183088619262, "loss_rpn_cls": 0.0003891965548064036, "loss_rpn_loc": 0.0016528818814549595, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7530383551493287, "total_loss": 0.0303954728710778}
{"data_time": 0.010008461773395538, "eta_seconds": 20051.94211193174, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.05858637845256476, "fast_rcnn/fg_cls_accuracy": 0.9414136215474352, "iteration": 5659, "loss_box_reg": 0.009777511295396835, "loss_cls": 0.01885689375922084, "loss_rpn_cls": 0.0005948091984464554, "loss_rpn_loc": 0.001939554262207821, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7654380779713392, "total_loss": 0.03137549272196338}
{"data_time": 0.008528445847332478, "eta_seconds": 20028.201654239558, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.08823529411764706, "fast_rcnn/fg_cls_accuracy": 0.9117647058823529, "iteration": 5679, "loss_box_reg": 0.010591365571599454, "loss_cls": 0.01831759890774265, "loss_rpn_cls": 0.0003895717073874039, "loss_rpn_loc": 0.0018073669780278578, "lr": 0.001, "roi_head/num_bg_samples": 494.375, "roi_head/num_fg_samples": 17.625, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.7488413052633405, "total_loss": 0.03169242720105103}
{"data_time": 0.008648157119750977, "eta_seconds": 20012.36511009559, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08163643095149944, "fast_rcnn/fg_cls_accuracy": 0.9183635690485006, "iteration": 5699, "loss_box_reg": 0.01029920985456556, "loss_cls": 0.018235486233606935, "loss_rpn_cls": 0.0003605950398650748, "loss_rpn_loc": 0.0018730178344412707, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7661111140623689, "total_loss": 0.03206165977417186}
{"data_time": 0.009758501313626766, "eta_seconds": 19997.764814219438, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.06512605042016806, "fast_rcnn/fg_cls_accuracy": 0.9348739495798319, "iteration": 5719, "loss_box_reg": 0.01021540118381381, "loss_cls": 0.01843043603003025, "loss_rpn_cls": 0.0004003783824373386, "loss_rpn_loc": 0.0021451491920743138, "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": 0.7640915410593152, "total_loss": 0.0317077319486998}
{"data_time": 0.009375136345624924, "eta_seconds": 19992.70301571116, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.08492822966507177, "fast_rcnn/fg_cls_accuracy": 0.9150717703349283, "iteration": 5739, "loss_box_reg": 0.010175217175856233, "loss_cls": 0.018347970093600452, "loss_rpn_cls": 0.0004671982260333607, "loss_rpn_loc": 0.0018937643690151162, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7637880500406027, "total_loss": 0.030374981323802785}
{"data_time": 0.008899570442736149, "eta_seconds": 19983.777436790988, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.10056179775280899, "fast_rcnn/fg_cls_accuracy": 0.899438202247191, "iteration": 5759, "loss_box_reg": 0.010011498467065394, "loss_cls": 0.019262694055214524, "loss_rpn_cls": 0.0007582050566270482, "loss_rpn_loc": 0.002004602283705026, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7707722885534167, "total_loss": 0.03294509160400594}
{"data_time": 0.008283684030175209, "eta_seconds": 19977.458659336902, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.07050070854983467, "fast_rcnn/fg_cls_accuracy": 0.9294992914501654, "iteration": 5779, "loss_box_reg": 0.009691857907455415, "loss_cls": 0.018344189040362835, "loss_rpn_cls": 0.000504367851135612, "loss_rpn_loc": 0.0018094877450494096, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7712999088689685, "total_loss": 0.030566612717393582}
{"data_time": 0.008830773644149303, "eta_seconds": 19967.320103115402, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.11437908496732026, "fast_rcnn/fg_cls_accuracy": 0.8856209150326797, "iteration": 5799, "loss_box_reg": 0.010553316562436521, "loss_cls": 0.01981635845731944, "loss_rpn_cls": 0.0004755705035677238, "loss_rpn_loc": 0.00157451525592478, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7730762166902423, "total_loss": 0.033503107103115326}
{"data_time": 0.008810868486762047, "eta_seconds": 19952.07845577132, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.10715804394046775, "fast_rcnn/fg_cls_accuracy": 0.8928419560595322, "iteration": 5819, "loss_box_reg": 0.010273081250488758, "loss_cls": 0.018073639774229378, "loss_rpn_cls": 0.000364489406820212, "loss_rpn_loc": 0.0016395655256928876, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7656342936679721, "total_loss": 0.030263691115578695}
{"data_time": 0.009256548248231411, "eta_seconds": 19928.458816863596, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.08585114222549742, "fast_rcnn/fg_cls_accuracy": 0.9141488577745025, "iteration": 5839, "loss_box_reg": 0.010525450459681451, "loss_cls": 0.01998239301610738, "loss_rpn_cls": 0.0005300850043568062, "loss_rpn_loc": 0.0021816118096467108, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7575167324393988, "total_loss": 0.031629833364604565}
{"data_time": 0.00831160694360733, "eta_seconds": 19909.761785860173, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.08284313725490196, "fast_rcnn/fg_cls_accuracy": 0.917156862745098, "iteration": 5859, "loss_box_reg": 0.01018987747374922, "loss_cls": 0.018058776564430445, "loss_rpn_cls": 0.00024321222645085072, "loss_rpn_loc": 0.0019919419719371945, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7687286110594869, "total_loss": 0.029260596497806546}
{"data_time": 0.009056279435753822, "eta_seconds": 19901.26988446433, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.09466731898238748, "fast_rcnn/fg_cls_accuracy": 0.9053326810176126, "iteration": 5879, "loss_box_reg": 0.010143831430468708, "loss_cls": 0.019517830689437687, "loss_rpn_cls": 0.0006224230028237798, "loss_rpn_loc": 0.0020741245534736663, "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": 0.768406143411994, "total_loss": 0.03235247562133736}
{"data_time": 0.008276746608316898, "eta_seconds": 19879.29659816902, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.09090909090909091, "fast_rcnn/fg_cls_accuracy": 0.9090909090909091, "iteration": 5899, "loss_box_reg": 0.009957435366231948, "loss_cls": 0.01896488992497325, "loss_rpn_cls": 0.0005127149100871975, "loss_rpn_loc": 0.0018027889309450984, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7584847798570991, "total_loss": 0.030757787064885633}
{"data_time": 0.00919828936457634, "eta_seconds": 19873.60856924206, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.10114345114345115, "fast_rcnn/fg_cls_accuracy": 0.8988565488565489, "iteration": 5919, "loss_box_reg": 0.009890887478832155, "loss_cls": 0.01905068417545408, "loss_rpn_cls": 0.0003662759914959679, "loss_rpn_loc": 0.0018521650199545547, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7612226353958249, "total_loss": 0.031101633137268436}
{"data_time": 0.008847660385072231, "eta_seconds": 19854.112192028202, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.08054054054054055, "fast_rcnn/fg_cls_accuracy": 0.9194594594594595, "iteration": 5939, "loss_box_reg": 0.010050600743852556, "loss_cls": 0.01901166170137003, "loss_rpn_cls": 0.0005112391536385985, "loss_rpn_loc": 0.0016021036572055891, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7514112321659923, "total_loss": 0.0334220311979152}
{"data_time": 0.008671782910823822, "eta_seconds": 19843.128743208945, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.08210180623973727, "fast_rcnn/fg_cls_accuracy": 0.9178981937602627, "iteration": 5959, "loss_box_reg": 0.010423473780974746, "loss_cls": 0.018699528416618705, "loss_rpn_cls": 0.0005246577634352434, "loss_rpn_loc": 0.0019231070182286203, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7541780574247241, "total_loss": 0.032723275758144155}
{"data_time": 0.009849007241427898, "eta_seconds": 19827.888830192387, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.07539682539682539, "fast_rcnn/fg_cls_accuracy": 0.9246031746031746, "iteration": 5979, "loss_box_reg": 0.009939354262314737, "loss_cls": 0.02004439540905878, "loss_rpn_cls": 0.000558644645707318, "loss_rpn_loc": 0.0017601055151317269, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7536863433197141, "total_loss": 0.03223288332787888}
{"data_time": 0.008669017814099789, "eta_seconds": 19813.93646986317, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.14444251777353911, "fast_rcnn/fg_cls_accuracy": 0.8555574822264609, "iteration": 5999, "loss_box_reg": 0.010304882191121578, "loss_cls": 0.018925741140265018, "loss_rpn_cls": 0.0003155598733428633, "loss_rpn_loc": 0.0017402340599801391, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7582361903041601, "total_loss": 0.032533563876313565}
{"data_time": 0.009217900224030018, "eta_seconds": 19801.309898026288, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.06746933212176284, "fast_rcnn/fg_cls_accuracy": 0.9325306678782371, "iteration": 6019, "loss_box_reg": 0.010203653131611645, "loss_cls": 0.020267071551643312, "loss_rpn_cls": 0.0003658101977634942, "loss_rpn_loc": 0.0021067811030661687, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7744737528264523, "total_loss": 0.03333047784781229}
{"data_time": 0.00910236593335867, "eta_seconds": 19783.45466305595, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.09743755383290267, "fast_rcnn/fg_cls_accuracy": 0.9025624461670974, "iteration": 6039, "loss_box_reg": 0.009346735896542668, "loss_cls": 0.019261836365330964, "loss_rpn_cls": 0.00033076397949116654, "loss_rpn_loc": 0.0015327083165175281, "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": 0.7594464607536793, "total_loss": 0.03149687263476153}
{"data_time": 0.008738911710679531, "eta_seconds": 19755.313078304753, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.08866442199775533, "fast_rcnn/fg_cls_accuracy": 0.9113355780022446, "iteration": 6059, "loss_box_reg": 0.010413560492452234, "loss_cls": 0.01929474202916026, "loss_rpn_cls": 0.0003048392244977549, "loss_rpn_loc": 0.0018451937576173805, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7572410646826029, "total_loss": 0.03373569073460203}
{"data_time": 0.008319037035107613, "eta_seconds": 19740.082121072337, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.09484228473998296, "fast_rcnn/fg_cls_accuracy": 0.905157715260017, "iteration": 6079, "loss_box_reg": 0.010106818517670035, "loss_cls": 0.019959512341301888, "loss_rpn_cls": 0.0004737687486340292, "loss_rpn_loc": 0.0021906053079874255, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7763065015897155, "total_loss": 0.032019723064877326}
{"data_time": 0.007839275524020195, "eta_seconds": 19730.92995471321, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.07504012841091492, "fast_rcnn/fg_cls_accuracy": 0.9249598715890851, "iteration": 6099, "loss_box_reg": 0.009926667204126716, "loss_cls": 0.019508304249029607, "loss_rpn_cls": 0.00041884080155796255, "loss_rpn_loc": 0.002076404183753766, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7681252146139741, "total_loss": 0.032174584181120736}
{"data_time": 0.008468668907880783, "eta_seconds": 19702.66061713267, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.09367167919799499, "fast_rcnn/fg_cls_accuracy": 0.906328320802005, "iteration": 6119, "loss_box_reg": 0.009608389693312347, "loss_cls": 0.01855021616211161, "loss_rpn_cls": 0.0005066014236945193, "loss_rpn_loc": 0.001769473481544992, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7533632516860962, "total_loss": 0.03092739369640185}
{"data_time": 0.008731459267437458, "eta_seconds": 19685.64783967007, "fast_rcnn/cls_accuracy": 0.987060546875, "fast_rcnn/false_negative": 0.1392780172413793, "fast_rcnn/fg_cls_accuracy": 0.8607219827586207, "iteration": 6139, "loss_box_reg": 0.00993530813138932, "loss_cls": 0.019021316489670426, "loss_rpn_cls": 0.0006382053331890347, "loss_rpn_loc": 0.0016753418094594963, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7539978977292776, "total_loss": 0.03224985011172521}
{"data_time": 0.008768587373197079, "eta_seconds": 19665.42095551081, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.09428393911152533, "fast_rcnn/fg_cls_accuracy": 0.9057160608884747, "iteration": 6159, "loss_box_reg": 0.009790353011339903, "loss_cls": 0.01907935063354671, "loss_rpn_cls": 0.0005764141278632451, "loss_rpn_loc": 0.0018025369354290888, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7541177645325661, "total_loss": 0.03201154554108143}
{"data_time": 0.009017462842166424, "eta_seconds": 19655.1994458111, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06734539969834087, "fast_rcnn/fg_cls_accuracy": 0.9326546003016591, "iteration": 6179, "loss_box_reg": 0.009871211601421237, "loss_cls": 0.017522123700473458, "loss_rpn_cls": 0.0004054881339925487, "loss_rpn_loc": 0.0017141091375378892, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7616279069334269, "total_loss": 0.030319599831727828}
{"data_time": 0.008625385351479053, "eta_seconds": 19627.565684364177, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.10176419965576591, "fast_rcnn/fg_cls_accuracy": 0.8982358003442341, "iteration": 6199, "loss_box_reg": 0.00996123906224966, "loss_cls": 0.019801138783805072, "loss_rpn_cls": 0.0007204404532785702, "loss_rpn_loc": 0.0020276323266443796, "lr": 0.001, "roi_head/num_bg_samples": 491.125, "roi_head/num_fg_samples": 20.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7448898497968912, "total_loss": 0.03385362065864683}
{"data_time": 0.00896470621228218, "eta_seconds": 19625.251501288265, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.06941580756013746, "fast_rcnn/fg_cls_accuracy": 0.9305841924398626, "iteration": 6219, "loss_box_reg": 0.009325539460405707, "loss_cls": 0.018038047361187637, "loss_rpn_cls": 0.0002354219468543306, "loss_rpn_loc": 0.0017195965920109302, "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": 0.770190472714603, "total_loss": 0.03115464237453125}
{"data_time": 0.008752789348363876, "eta_seconds": 19610.026916127652, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.1025735294117647, "fast_rcnn/fg_cls_accuracy": 0.8974264705882353, "iteration": 6239, "loss_box_reg": 0.009846118686255068, "loss_cls": 0.01813028840115294, "loss_rpn_cls": 0.0005382428776101733, "loss_rpn_loc": 0.0015153579370235093, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7742311200127006, "total_loss": 0.030650263314328186}
{"data_time": 0.008693668991327286, "eta_seconds": 19592.76353235077, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07105263157894737, "fast_rcnn/fg_cls_accuracy": 0.9289473684210526, "iteration": 6259, "loss_box_reg": 0.00993401336017996, "loss_cls": 0.019891385454684496, "loss_rpn_cls": 0.000370559472230525, "loss_rpn_loc": 0.0016682453424436972, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7630592249333858, "total_loss": 0.031068011983734323}
{"data_time": 0.009497324004769325, "eta_seconds": 19579.577745806426, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.09482020547945205, "fast_rcnn/fg_cls_accuracy": 0.905179794520548, "iteration": 6279, "loss_box_reg": 0.009688495541922748, "loss_cls": 0.019486734352540225, "loss_rpn_cls": 0.00050255600899618, "loss_rpn_loc": 0.0016645672003505751, "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": 0.7620858335867524, "total_loss": 0.03245641592775428}
{"data_time": 0.008637276478111744, "eta_seconds": 19558.878680298105, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06503378378378379, "fast_rcnn/fg_cls_accuracy": 0.9349662162162162, "iteration": 6299, "loss_box_reg": 0.010002051247283816, "loss_cls": 0.018631078419275582, "loss_rpn_cls": 0.0003803577201324515, "loss_rpn_loc": 0.0018681743822526187, "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": 0.7735206512734294, "total_loss": 0.030754926877762045}
{"data_time": 0.009954126551747322, "eta_seconds": 19563.3377926331, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.0793010752688172, "fast_rcnn/fg_cls_accuracy": 0.9206989247311828, "iteration": 6319, "loss_box_reg": 0.009778089239262044, "loss_cls": 0.018819800461642444, "loss_rpn_cls": 0.0004433954004525731, "loss_rpn_loc": 0.002057422141660936, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7712888894602656, "total_loss": 0.03202292127855344}
{"data_time": 0.009334694594144821, "eta_seconds": 19548.10214153491, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.08541666666666667, "fast_rcnn/fg_cls_accuracy": 0.9145833333333333, "iteration": 6339, "loss_box_reg": 0.009114575339481235, "loss_cls": 0.017646544496528804, "loss_rpn_cls": 0.00042584968969094916, "loss_rpn_loc": 0.001544727841974236, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7601532284170389, "total_loss": 0.028997820811582642}
{"data_time": 0.00916337687522173, "eta_seconds": 19536.08774096053, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.050332383665717, "fast_rcnn/fg_cls_accuracy": 0.949667616334283, "iteration": 6359, "loss_box_reg": 0.009607120067812502, "loss_cls": 0.01830269955098629, "loss_rpn_cls": 0.0003043125216208864, "loss_rpn_loc": 0.0016504054292454384, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7671848060563207, "total_loss": 0.030483031138828665}
{"data_time": 0.0085320845246315, "eta_seconds": 19517.630839338526, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.09639953542392567, "fast_rcnn/fg_cls_accuracy": 0.9036004645760743, "iteration": 6379, "loss_box_reg": 0.009424632124137133, "loss_cls": 0.017026942630764097, "loss_rpn_cls": 0.0004790916500496678, "loss_rpn_loc": 0.001797691424144432, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7607572851702571, "total_loss": 0.028561681907376624}
{"data_time": 0.008379478938877583, "eta_seconds": 19509.11840179097, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.09505376344086022, "fast_rcnn/fg_cls_accuracy": 0.9049462365591397, "iteration": 6399, "loss_box_reg": 0.009791151038371027, "loss_cls": 0.018355455773416907, "loss_rpn_cls": 0.000276244876090459, "loss_rpn_loc": 0.0016548654821235687, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7577939927577972, "total_loss": 0.03215605754894568}
{"data_time": 0.00878064427524805, "eta_seconds": 19495.67636562232, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.12274096385542169, "fast_rcnn/fg_cls_accuracy": 0.8772590361445782, "iteration": 6419, "loss_box_reg": 0.009990343707613647, "loss_cls": 0.01907613326329738, "loss_rpn_cls": 0.000259029766311869, "loss_rpn_loc": 0.0016414394558523782, "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": 0.7795187793672085, "total_loss": 0.03147636793619313}
{"data_time": 0.008222860284149647, "eta_seconds": 19478.63659498375, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.06734539969834087, "fast_rcnn/fg_cls_accuracy": 0.9326546003016591, "iteration": 6439, "loss_box_reg": 0.009442707407288253, "loss_cls": 0.019338095211423934, "loss_rpn_cls": 0.00030917050389689393, "loss_rpn_loc": 0.0017723914061207324, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7661156533285975, "total_loss": 0.030861585046068285}
{"data_time": 0.00861886516213417, "eta_seconds": 19481.660898494534, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.09668554297135243, "fast_rcnn/fg_cls_accuracy": 0.9033144570286475, "iteration": 6459, "loss_box_reg": 0.010055471677333117, "loss_cls": 0.018255275674164295, "loss_rpn_cls": 0.0004879526027252723, "loss_rpn_loc": 0.001543518876133021, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7741036405786872, "total_loss": 0.031021005084994613}
{"data_time": 0.008663072250783443, "eta_seconds": 19453.50868909154, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.06888544891640866, "fast_rcnn/fg_cls_accuracy": 0.9311145510835913, "iteration": 6479, "loss_box_reg": 0.00947004382032901, "loss_cls": 0.018095237493980676, "loss_rpn_cls": 0.0004374546579128946, "loss_rpn_loc": 0.00165874557569623, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7615958070382476, "total_loss": 0.029656618095032172}
{"data_time": 0.008959594182670116, "eta_seconds": 19434.707126372494, "fast_rcnn/cls_accuracy": 0.987060546875, "fast_rcnn/false_negative": 0.11217156972827308, "fast_rcnn/fg_cls_accuracy": 0.887828430271727, "iteration": 6499, "loss_box_reg": 0.009282062412239611, "loss_cls": 0.01851774367969483, "loss_rpn_cls": 0.0006335189141282171, "loss_rpn_loc": 0.0018818285316228867, "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": 0.7658956544473767, "total_loss": 0.03187933729577708}
{"data_time": 0.008400531485676765, "eta_seconds": 19423.018490918912, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.10276442307692307, "fast_rcnn/fg_cls_accuracy": 0.8972355769230769, "iteration": 6519, "loss_box_reg": 0.009332732122857124, "loss_cls": 0.02002964192070067, "loss_rpn_cls": 0.0004327302140154643, "loss_rpn_loc": 0.0016048991965362802, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7559177353978157, "total_loss": 0.032289824971940106}
{"data_time": 0.008541323244571686, "eta_seconds": 19427.44370836951, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.08896396396396397, "fast_rcnn/fg_cls_accuracy": 0.911036036036036, "iteration": 6539, "loss_box_reg": 0.009454409591853619, "loss_cls": 0.016975767037365586, "loss_rpn_cls": 0.0003645241711183189, "loss_rpn_loc": 0.001784744454198517, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7668496277183294, "total_loss": 0.029972549686135608}
{"data_time": 0.009159003384411335, "eta_seconds": 19412.183157952502, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.05405405405405406, "fast_rcnn/fg_cls_accuracy": 0.9459459459459459, "iteration": 6559, "loss_box_reg": 0.009612725116312504, "loss_cls": 0.01780156884342432, "loss_rpn_cls": 0.00039745743288222, "loss_rpn_loc": 0.0017289496026933193, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7641465310007334, "total_loss": 0.029393108860858774}
{"data_time": 0.009321684949100018, "eta_seconds": 19396.922607535496, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.08608058608058608, "fast_rcnn/fg_cls_accuracy": 0.913919413919414, "iteration": 6579, "loss_box_reg": 0.00934611848788336, "loss_cls": 0.018675335217267275, "loss_rpn_cls": 0.0004272354344720952, "loss_rpn_loc": 0.0013796711355098523, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7497980101034045, "total_loss": 0.02988367841908257}
{"data_time": 0.008898061700165272, "eta_seconds": 19389.50734138023, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.07024211711711711, "fast_rcnn/fg_cls_accuracy": 0.929757882882883, "iteration": 6599, "loss_box_reg": 0.00951961288228631, "loss_cls": 0.018335943575948477, "loss_rpn_cls": 0.0003463655834821111, "loss_rpn_loc": 0.0016542299854336306, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7721209600567818, "total_loss": 0.030165392621597675}
{"data_time": 0.008960317820310593, "eta_seconds": 19366.61698978208, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.0806576103735721, "fast_rcnn/fg_cls_accuracy": 0.9193423896264279, "iteration": 6619, "loss_box_reg": 0.009588412416633219, "loss_cls": 0.019218099885620177, "loss_rpn_cls": 0.00042249050329701276, "loss_rpn_loc": 0.0016964977912721224, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7507611885666847, "total_loss": 0.030376188831269246}
{"data_time": 0.008132066577672958, "eta_seconds": 19357.153005732223, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.07142857142857142, "fast_rcnn/fg_cls_accuracy": 0.9285714285714286, "iteration": 6639, "loss_box_reg": 0.00962101819459349, "loss_cls": 0.020769018214195967, "loss_rpn_cls": 0.00023730053135295748, "loss_rpn_loc": 0.0016437588128610514, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7640331201255322, "total_loss": 0.031302580234751076}
{"data_time": 0.008536775596439838, "eta_seconds": 19343.70715869125, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.08083182640144665, "fast_rcnn/fg_cls_accuracy": 0.9191681735985533, "iteration": 6659, "loss_box_reg": 0.009088243183214217, "loss_cls": 0.019277157611213624, "loss_rpn_cls": 0.0003743426050277776, "loss_rpn_loc": 0.001678607819485478, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7723728409036994, "total_loss": 0.030607150828473095}
{"data_time": 0.00921335257589817, "eta_seconds": 19332.845811663195, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.05582477224268269, "fast_rcnn/fg_cls_accuracy": 0.9441752277573173, "iteration": 6679, "loss_box_reg": 0.009005413623526692, "loss_cls": 0.018837554845958948, "loss_rpn_cls": 0.00038580655609621317, "loss_rpn_loc": 0.0017794221566873603, "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": 0.7606809977442026, "total_loss": 0.02945512661972316}
{"data_time": 0.008392582647502422, "eta_seconds": 19311.357130950317, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.09839265212399541, "fast_rcnn/fg_cls_accuracy": 0.9016073478760046, "iteration": 6699, "loss_box_reg": 0.008934068668168038, "loss_cls": 0.017393699497915804, "loss_rpn_cls": 0.00024740013282098516, "loss_rpn_loc": 0.0016442088599433191, "lr": 0.001, "roi_head/num_bg_samples": 494.625, "roi_head/num_fg_samples": 17.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7583494037389755, "total_loss": 0.029460965055477573}
{"data_time": 0.008720098063349724, "eta_seconds": 19293.232256890275, "fast_rcnn/cls_accuracy": 0.988037109375, "fast_rcnn/false_negative": 0.13392857142857142, "fast_rcnn/fg_cls_accuracy": 0.8660714285714286, "iteration": 6719, "loss_box_reg": 0.009699892834760249, "loss_cls": 0.019145646365359426, "loss_rpn_cls": 0.00032338009827981296, "loss_rpn_loc": 0.0016989962532534264, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.764374946244061, "total_loss": 0.03072269406357009}
{"data_time": 0.008515091612935066, "eta_seconds": 19277.96922753472, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.08392018779342722, "fast_rcnn/fg_cls_accuracy": 0.9160798122065728, "iteration": 6739, "loss_box_reg": 0.009464836679399014, "loss_cls": 0.017232393147423863, "loss_rpn_cls": 0.00038021603972993034, "loss_rpn_loc": 0.0018526262720115483, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.768852693028748, "total_loss": 0.029401210425930913}
{"data_time": 0.009117062203586102, "eta_seconds": 19262.706198179163, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.05868107302533532, "fast_rcnn/fg_cls_accuracy": 0.9413189269746647, "iteration": 6759, "loss_box_reg": 0.009402658848557621, "loss_cls": 0.02062427788041532, "loss_rpn_cls": 0.0004463790996851458, "loss_rpn_loc": 0.0016396778664784506, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7757030995562673, "total_loss": 0.03332045684965124}
{"data_time": 0.008475329726934433, "eta_seconds": 19233.613710983656, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05213903743315508, "fast_rcnn/fg_cls_accuracy": 0.9478609625668449, "iteration": 6779, "loss_box_reg": 0.009530157316476107, "loss_cls": 0.01785049808677286, "loss_rpn_cls": 0.00031256951342584216, "loss_rpn_loc": 0.001712700497591868, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.762974426150322, "total_loss": 0.02923436233368193}
{"data_time": 0.008842996321618557, "eta_seconds": 19218.36164824944, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.08685344827586207, "fast_rcnn/fg_cls_accuracy": 0.913146551724138, "iteration": 6799, "loss_box_reg": 0.00879924010951072, "loss_cls": 0.018781267281156033, "loss_rpn_cls": 0.0004714952356152935, "loss_rpn_loc": 0.0017947325832210481, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7679015072062612, "total_loss": 0.030306900387813585}
{"data_time": 0.008501121774315834, "eta_seconds": 19189.05943031516, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.09924402250351617, "fast_rcnn/fg_cls_accuracy": 0.9007559774964838, "iteration": 6819, "loss_box_reg": 0.009417370893061161, "loss_cls": 0.01806045393459499, "loss_rpn_cls": 0.00030782961516706564, "loss_rpn_loc": 0.001839691809436772, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7551827132701874, "total_loss": 0.03187652981841893}
{"data_time": 0.008447366766631603, "eta_seconds": 19187.857522781007, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08830615270570794, "fast_rcnn/fg_cls_accuracy": 0.9116938472942921, "iteration": 6839, "loss_box_reg": 0.00944824266480282, "loss_cls": 0.01789109467063099, "loss_rpn_cls": 0.0004453580340850749, "loss_rpn_loc": 0.001812551694456488, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7551980195567012, "total_loss": 0.030972765266369606}
{"data_time": 0.008336440660059452, "eta_seconds": 19152.183671214618, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.07804054054054055, "fast_rcnn/fg_cls_accuracy": 0.9219594594594596, "iteration": 6859, "loss_box_reg": 0.009222986409440637, "loss_cls": 0.019389134889934212, "loss_rpn_cls": 0.0003373873623786494, "loss_rpn_loc": 0.0015213945116556715, "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": 0.7404112238436937, "total_loss": 0.031028441397438655}
{"data_time": 0.008570320904254913, "eta_seconds": 19136.94785428513, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.10990338164251207, "fast_rcnn/fg_cls_accuracy": 0.8900966183574879, "iteration": 6879, "loss_box_reg": 0.009259475162252784, "loss_cls": 0.017579364241100848, "loss_rpn_cls": 0.0005095239157526521, "loss_rpn_loc": 0.001586754064192064, "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": 0.7661957861855626, "total_loss": 0.028549756532356696}
{"data_time": 0.008270432241261005, "eta_seconds": 19121.71203735564, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.05607769423558897, "fast_rcnn/fg_cls_accuracy": 0.943922305764411, "iteration": 6899, "loss_box_reg": 0.009356694354210049, "loss_cls": 0.02047339256387204, "loss_rpn_cls": 0.00032419080253021093, "loss_rpn_loc": 0.0017430128718842752, "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": 0.7604641215875745, "total_loss": 0.03185113609470136}
{"data_time": 0.008501213043928146, "eta_seconds": 19101.488526319154, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07580314422419684, "fast_rcnn/fg_cls_accuracy": 0.9241968557758031, "iteration": 6919, "loss_box_reg": 0.009141729562543333, "loss_cls": 0.01827385911019519, "loss_rpn_cls": 0.00035729212595470017, "loss_rpn_loc": 0.0020636961999116465, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.750141535885632, "total_loss": 0.029547553025167872}
{"data_time": 0.007721502333879471, "eta_seconds": 19095.506862634793, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.059532246633593196, "fast_rcnn/fg_cls_accuracy": 0.9404677533664068, "iteration": 6939, "loss_box_reg": 0.009286809829063714, "loss_cls": 0.01804785040440038, "loss_rpn_cls": 0.00044608135738144483, "loss_rpn_loc": 0.0018961402602144517, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.770439094863832, "total_loss": 0.02903780809356249}
{"data_time": 0.006795610301196575, "eta_seconds": 19083.316054534167, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.09650025733401955, "fast_rcnn/fg_cls_accuracy": 0.9034997426659804, "iteration": 6959, "loss_box_reg": 0.009047725528944284, "loss_cls": 0.01755332318134606, "loss_rpn_cls": 0.0002424145436634717, "loss_rpn_loc": 0.0015033791642053984, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7702864985913038, "total_loss": 0.029236116698029946}
{"data_time": 0.00785140972584486, "eta_seconds": 19084.90804912243, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.0768152509111298, "fast_rcnn/fg_cls_accuracy": 0.9231847490888703, "iteration": 6979, "loss_box_reg": 0.009681548923254013, "loss_cls": 0.018084139679558575, "loss_rpn_cls": 0.0004048834147170055, "loss_rpn_loc": 0.0019136838964186609, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7664325600489974, "total_loss": 0.029870699908315146}
{"data_time": 0.008543179370462894, "eta_seconds": 19075.408275031485, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.07456140350877193, "fast_rcnn/fg_cls_accuracy": 0.9254385964912281, "iteration": 6999, "loss_box_reg": 0.009340275486465544, "loss_cls": 0.01819246431114152, "loss_rpn_cls": 0.0002662056924123135, "loss_rpn_loc": 0.0016655422077747062, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7625301573425531, "total_loss": 0.02977231510897127}
{"data_time": 0.008046509698033333, "eta_seconds": 19047.722455294803, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.0800702370500439, "fast_rcnn/fg_cls_accuracy": 0.9199297629499561, "iteration": 7019, "loss_box_reg": 0.009423974726814777, "loss_cls": 0.018327657890040427, "loss_rpn_cls": 0.0004157255671088933, "loss_rpn_loc": 0.001620369657757692, "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": 0.7579890741035342, "total_loss": 0.029423100222629728}
{"data_time": 0.0070794327184557915, "eta_seconds": 19024.370384010486, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.09532420563161974, "fast_rcnn/fg_cls_accuracy": 0.9046757943683803, "iteration": 7039, "loss_box_reg": 0.009429544559679925, "loss_cls": 0.019441812648437917, "loss_rpn_cls": 0.0002110144257585489, "loss_rpn_loc": 0.0014760193007532507, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7484857989475131, "total_loss": 0.030344682514169108}
{"data_time": 0.007238096557557583, "eta_seconds": 19004.071531901136, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.07817494914269107, "fast_rcnn/fg_cls_accuracy": 0.9218250508573089, "iteration": 7059, "loss_box_reg": 0.009621438395697623, "loss_cls": 0.01873790193349123, "loss_rpn_cls": 0.000355983805775395, "loss_rpn_loc": 0.0019019777173525654, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7508160630241036, "total_loss": 0.030891421880369307}
{"data_time": 0.007581288926303387, "eta_seconds": 18984.589684990235, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.055974025974025975, "fast_rcnn/fg_cls_accuracy": 0.944025974025974, "iteration": 7079, "loss_box_reg": 0.008806411584373564, "loss_cls": 0.020181127358227968, "loss_rpn_cls": 0.0005375961504796578, "loss_rpn_loc": 0.0016915932865231298, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.757885193452239, "total_loss": 0.031631724441922415}
{"data_time": 0.007834105752408504, "eta_seconds": 18962.5475351708, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07957351290684624, "fast_rcnn/fg_cls_accuracy": 0.9204264870931538, "iteration": 7099, "loss_box_reg": 0.009517117112409323, "loss_cls": 0.016133997414726764, "loss_rpn_cls": 0.0004475265811834106, "loss_rpn_loc": 0.0016394468621001579, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.758171253837645, "total_loss": 0.028276884534534474}
{"data_time": 0.0070213619619607925, "eta_seconds": 18947.317184955813, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.08164235890932149, "fast_rcnn/fg_cls_accuracy": 0.9183576410906784, "iteration": 7119, "loss_box_reg": 0.009068934654351324, "loss_cls": 0.017758610658347607, "loss_rpn_cls": 0.0002971829899252043, "loss_rpn_loc": 0.001502750616054982, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7483631139621139, "total_loss": 0.02891821306093334}
{"data_time": 0.007239994592964649, "eta_seconds": 18923.576702037826, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.08101637318504788, "fast_rcnn/fg_cls_accuracy": 0.918983626814952, "iteration": 7139, "loss_box_reg": 0.009091217070817947, "loss_cls": 0.018702608766034245, "loss_rpn_cls": 0.00043584900868154364, "loss_rpn_loc": 0.0018436097889207304, "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": 0.742777488194406, "total_loss": 0.030131462347526394}
{"data_time": 0.00722022820264101, "eta_seconds": 18913.43764284905, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06696428571428571, "fast_rcnn/fg_cls_accuracy": 0.9330357142857143, "iteration": 7159, "loss_box_reg": 0.009194435901008546, "loss_cls": 0.01880433748010546, "loss_rpn_cls": 0.0005920458645505278, "loss_rpn_loc": 0.0016186568100238219, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7615349385887384, "total_loss": 0.030246933335774884}
{"data_time": 0.007055987603962421, "eta_seconds": 18884.959379161708, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.06110074626865672, "fast_rcnn/fg_cls_accuracy": 0.9388992537313433, "iteration": 7179, "loss_box_reg": 0.00946409220341593, "loss_cls": 0.019187488069292158, "loss_rpn_cls": 0.00046469444168906193, "loss_rpn_loc": 0.0014787449617870152, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7435181550681591, "total_loss": 0.03218814888896304}
{"data_time": 0.007346319034695625, "eta_seconds": 18880.776429469697, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.08013750954927426, "fast_rcnn/fg_cls_accuracy": 0.9198624904507258, "iteration": 7199, "loss_box_reg": 0.009117957728449255, "loss_cls": 0.017029303999152035, "loss_rpn_cls": 0.00038192210013221484, "loss_rpn_loc": 0.0017802475922508165, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7620264012366533, "total_loss": 0.029356131757594994}
{"data_time": 0.006681616418063641, "eta_seconds": 18854.525537851267, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.10941644562334218, "fast_rcnn/fg_cls_accuracy": 0.8905835543766578, "iteration": 7219, "loss_box_reg": 0.008914613805245608, "loss_cls": 0.019437026174273342, "loss_rpn_cls": 0.00022968738221607055, "loss_rpn_loc": 0.0014689695162815042, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7598321596160531, "total_loss": 0.030236395497695412}
{"data_time": 0.007861651480197906, "eta_seconds": 18837.81213051919, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.05718954248366013, "fast_rcnn/fg_cls_accuracy": 0.9428104575163399, "iteration": 7239, "loss_box_reg": 0.008923050423618406, "loss_cls": 0.01706778845982626, "loss_rpn_cls": 0.00024882630145839357, "loss_rpn_loc": 0.0016354750368918758, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7643474591895938, "total_loss": 0.028467195485063712}
{"data_time": 0.006897434592247009, "eta_seconds": 18817.170892012306, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.11831584207896052, "fast_rcnn/fg_cls_accuracy": 0.8816841579210395, "iteration": 7259, "loss_box_reg": 0.009200772328767926, "loss_cls": 0.01984403922688216, "loss_rpn_cls": 0.000602170453475992, "loss_rpn_loc": 0.0017466397839598358, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7529171938076615, "total_loss": 0.031083491682238673}
{"data_time": 0.007180001586675644, "eta_seconds": 18801.959565960802, "fast_rcnn/cls_accuracy": 0.9951171875, "fast_rcnn/false_negative": 0.043801391524351675, "fast_rcnn/fg_cls_accuracy": 0.9561986084756484, "iteration": 7279, "loss_box_reg": 0.009468994219787419, "loss_cls": 0.017322420142591, "loss_rpn_cls": 0.00027710604035746655, "loss_rpn_loc": 0.0019500141861499287, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7555895671248436, "total_loss": 0.029997712638078156}
{"data_time": 0.007715903222560883, "eta_seconds": 18783.424834517762, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.11321202531645569, "fast_rcnn/fg_cls_accuracy": 0.8867879746835443, "iteration": 7299, "loss_box_reg": 0.009098366892430931, "loss_cls": 0.019050110946409404, "loss_rpn_cls": 0.0004116399047688901, "loss_rpn_loc": 0.0016943059454206377, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7532495837658644, "total_loss": 0.029823490553781085}
{"data_time": 0.007346996106207371, "eta_seconds": 18741.431197324768, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04206426484907498, "fast_rcnn/fg_cls_accuracy": 0.957935735150925, "iteration": 7319, "loss_box_reg": 0.008890094235539436, "loss_cls": 0.018958796514198184, "loss_rpn_cls": 0.00041842449945761473, "loss_rpn_loc": 0.0014023016847204417, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7378873648121953, "total_loss": 0.030728146405181178}
{"data_time": 0.007481950335204601, "eta_seconds": 18726.24426713772, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.07255244755244755, "fast_rcnn/fg_cls_accuracy": 0.9274475524475525, "iteration": 7339, "loss_box_reg": 0.009220865787938237, "loss_cls": 0.019816953223198652, "loss_rpn_cls": 0.00040950886432256084, "loss_rpn_loc": 0.0015567651425953954, "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": 0.7602250156924129, "total_loss": 0.03151580097528495}
{"data_time": 0.006973753683269024, "eta_seconds": 18711.057336950675, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04420368364030336, "fast_rcnn/fg_cls_accuracy": 0.9557963163596966, "iteration": 7359, "loss_box_reg": 0.00920525670517236, "loss_cls": 0.019206262310035527, "loss_rpn_cls": 0.00031022676012071315, "loss_rpn_loc": 0.0016198466619243845, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7708642277866602, "total_loss": 0.0297072113263539}
{"data_time": 0.007197138853371143, "eta_seconds": 18701.59857332334, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.09597701149425288, "fast_rcnn/fg_cls_accuracy": 0.9040229885057471, "iteration": 7379, "loss_box_reg": 0.009231094969436526, "loss_cls": 0.01946686679730192, "loss_rpn_cls": 0.000285369250605072, "loss_rpn_loc": 0.001652322564041242, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7681886935606599, "total_loss": 0.033264781585785386}
{"data_time": 0.006576365791261196, "eta_seconds": 18696.660810762085, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.07738095238095238, "fast_rcnn/fg_cls_accuracy": 0.9226190476190477, "iteration": 7399, "loss_box_reg": 0.008903456502594054, "loss_cls": 0.019439424038864672, "loss_rpn_cls": 0.00023720469152976875, "loss_rpn_loc": 0.0016462617786601186, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7632877612486482, "total_loss": 0.030855029704525805}
{"data_time": 0.00750702153891325, "eta_seconds": 18671.72257478349, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.08135704874835309, "fast_rcnn/fg_cls_accuracy": 0.9186429512516469, "iteration": 7419, "loss_box_reg": 0.009243769338354468, "loss_cls": 0.01856294140452519, "loss_rpn_cls": 0.0003350407423567958, "loss_rpn_loc": 0.0019625291242846288, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7462527239695191, "total_loss": 0.03070916340175245}
{"data_time": 0.007096979767084122, "eta_seconds": 18656.53057887219, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.09011388017824723, "fast_rcnn/fg_cls_accuracy": 0.9098861198217527, "iteration": 7439, "loss_box_reg": 0.009213258395902812, "loss_cls": 0.019296971266157925, "loss_rpn_cls": 0.00031156079057836905, "loss_rpn_loc": 0.0018031085419352166, "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": 0.7652203207835555, "total_loss": 0.03041745081645786}
{"data_time": 0.00816982239484787, "eta_seconds": 18629.390276163816, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.07577497129735936, "fast_rcnn/fg_cls_accuracy": 0.9242250287026407, "iteration": 7459, "loss_box_reg": 0.008937866776250303, "loss_cls": 0.019315189856570214, "loss_rpn_cls": 0.0004302683697687826, "loss_rpn_loc": 0.001532913047412876, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7588772093877196, "total_loss": 0.02982240918345269}
{"data_time": 0.007824389263987541, "eta_seconds": 18625.64065701887, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.10419520547945205, "fast_rcnn/fg_cls_accuracy": 0.8958047945205478, "iteration": 7479, "loss_box_reg": 0.008850887534208596, "loss_cls": 0.01807140134042129, "loss_rpn_cls": 0.00034379601402179105, "loss_rpn_loc": 0.0015648233747924678, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7671003146097064, "total_loss": 0.029550471454058425}
{"data_time": 0.007225477136671543, "eta_seconds": 18599.02575919032, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.0782147315855181, "fast_rcnn/fg_cls_accuracy": 0.9217852684144819, "iteration": 7499, "loss_box_reg": 0.009297312702983618, "loss_cls": 0.018177314312197268, "loss_rpn_cls": 0.0006004189888244582, "loss_rpn_loc": 0.001874993773526512, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7515953443944454, "total_loss": 0.029997035001542827}
{"data_time": 0.007575289346277714, "eta_seconds": 18589.561895454302, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.08732752360203341, "fast_rcnn/fg_cls_accuracy": 0.9126724763979666, "iteration": 7519, "loss_box_reg": 0.008635950332973152, "loss_cls": 0.01691508654039353, "loss_rpn_cls": 0.0003066848976231995, "loss_rpn_loc": 0.0018324291522731073, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7588810417801142, "total_loss": 0.029414267847641895}
{"data_time": 0.007377750240266323, "eta_seconds": 18554.981202777475, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.04554794520547945, "fast_rcnn/fg_cls_accuracy": 0.9544520547945206, "iteration": 7539, "loss_box_reg": 0.008699163678102195, "loss_cls": 0.017117935058195144, "loss_rpn_cls": 0.00028782412209693575, "loss_rpn_loc": 0.0014195877593010664, "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": 0.7370283752679825, "total_loss": 0.028727852497013373}
{"data_time": 0.006713114678859711, "eta_seconds": 18539.81012947485, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.08610890827385673, "fast_rcnn/fg_cls_accuracy": 0.9138910917261432, "iteration": 7559, "loss_box_reg": 0.009123262774664909, "loss_cls": 0.018246174789965153, "loss_rpn_cls": 0.00034336673320467526, "loss_rpn_loc": 0.0015600070837535895, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7673517931252718, "total_loss": 0.028804689957723895}
{"data_time": 0.0076750051230192184, "eta_seconds": 18511.52457795944, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.0411036036036036, "fast_rcnn/fg_cls_accuracy": 0.9588963963963963, "iteration": 7579, "loss_box_reg": 0.009085140656679869, "loss_cls": 0.017875302874017507, "loss_rpn_cls": 0.0003570460521586938, "loss_rpn_loc": 0.0015098100702743977, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7457114905118942, "total_loss": 0.029168212840886554}
{"data_time": 0.006866989657282829, "eta_seconds": 18489.75466539245, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.09160839160839161, "fast_rcnn/fg_cls_accuracy": 0.9083916083916084, "iteration": 7599, "loss_box_reg": 0.008942267391830683, "loss_cls": 0.016371261968743056, "loss_rpn_cls": 0.0005369303526094882, "loss_rpn_loc": 0.0019538743654266, "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": 0.7645799666643143, "total_loss": 0.0271950692840619}
{"data_time": 0.007261089980602264, "eta_seconds": 18481.203912011348, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.08811211340206185, "fast_rcnn/fg_cls_accuracy": 0.9118878865979381, "iteration": 7619, "loss_box_reg": 0.008633268007542938, "loss_cls": 0.01762119960039854, "loss_rpn_cls": 0.00036597422695194837, "loss_rpn_loc": 0.0017512089980300516, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7503581130877137, "total_loss": 0.028364974852138403}
{"data_time": 0.00658083613961935, "eta_seconds": 18455.07372870017, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.07179487179487179, "fast_rcnn/fg_cls_accuracy": 0.9282051282051282, "iteration": 7639, "loss_box_reg": 0.008882124326191843, "loss_cls": 0.01864036964252591, "loss_rpn_cls": 0.0004131711580157571, "loss_rpn_loc": 0.0013984496254124679, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7406792091205716, "total_loss": 0.029450604649355228}
{"data_time": 0.006943034939467907, "eta_seconds": 18416.937816740945, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.055694305694305696, "fast_rcnn/fg_cls_accuracy": 0.9443056943056943, "iteration": 7659, "loss_box_reg": 0.008475519309286028, "loss_cls": 0.016880025039426982, "loss_rpn_cls": 0.00029137783909050086, "loss_rpn_loc": 0.0016634316998533905, "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": 0.7495580818504095, "total_loss": 0.028548836037970204}
{"data_time": 0.006552537903189659, "eta_seconds": 18387.397720405832, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.08446186742694226, "fast_rcnn/fg_cls_accuracy": 0.9155381325730577, "iteration": 7679, "loss_box_reg": 0.008963249740190804, "loss_cls": 0.01834166015032679, "loss_rpn_cls": 0.00041838679044303717, "loss_rpn_loc": 0.0018257401898154058, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7595086200162768, "total_loss": 0.029132405039945297}
{"data_time": 0.0063449665904045105, "eta_seconds": 18372.277126910165, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.0897877223178428, "fast_rcnn/fg_cls_accuracy": 0.9102122776821572, "iteration": 7699, "loss_box_reg": 0.00850308476947248, "loss_cls": 0.018183435779064894, "loss_rpn_cls": 0.0002941797874882468, "loss_rpn_loc": 0.001439711166312918, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7577710570767522, "total_loss": 0.028919288499992035}
{"data_time": 0.007404034957289696, "eta_seconds": 18352.156746298075, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.10084991708126037, "fast_rcnn/fg_cls_accuracy": 0.8991500829187397, "iteration": 7719, "loss_box_reg": 0.00881028495496139, "loss_cls": 0.0175021814648062, "loss_rpn_cls": 0.0002683844672901614, "loss_rpn_loc": 0.0015864847882767208, "lr": 0.001, "roi_head/num_bg_samples": 494.125, "roi_head/num_fg_samples": 17.875, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.7466814983636141, "total_loss": 0.028334210241155233}
{"data_time": 0.007530896924436092, "eta_seconds": 18323.8276581103, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05334281650071124, "fast_rcnn/fg_cls_accuracy": 0.9466571834992887, "iteration": 7739, "loss_box_reg": 0.009234802855644375, "loss_cls": 0.01984356838511303, "loss_rpn_cls": 0.0003972212778080575, "loss_rpn_loc": 0.0019647832959890366, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7449956266209483, "total_loss": 0.03089810383949043}
{"data_time": 0.006667131558060646, "eta_seconds": 18315.609393390827, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.07501172058134084, "fast_rcnn/fg_cls_accuracy": 0.9249882794186592, "iteration": 7759, "loss_box_reg": 0.0084495420451276, "loss_cls": 0.01863263756968081, "loss_rpn_cls": 0.00033229561836378707, "loss_rpn_loc": 0.0014896021166350693, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7681248979642987, "total_loss": 0.03070708760242269}
{"data_time": 0.0074916137382388115, "eta_seconds": 18293.616491780616, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.08928571428571429, "fast_rcnn/fg_cls_accuracy": 0.9107142857142857, "iteration": 7779, "loss_box_reg": 0.008985674707219005, "loss_cls": 0.016408645489718765, "loss_rpn_cls": 0.00032790244290481496, "loss_rpn_loc": 0.0017614107491681352, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.749967698007822, "total_loss": 0.027222092365946082}
{"data_time": 0.006922971457242966, "eta_seconds": 18280.41414158698, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.08712121212121213, "fast_rcnn/fg_cls_accuracy": 0.9128787878787878, "iteration": 7799, "loss_box_reg": 0.008928935509175062, "loss_cls": 0.018050824699457735, "loss_rpn_cls": 0.0004975122403720889, "loss_rpn_loc": 0.0016034393120207824, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7653985638171434, "total_loss": 0.030371137043402996}
{"data_time": 0.00778611097484827, "eta_seconds": 18270.923551174812, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.10813953488372094, "fast_rcnn/fg_cls_accuracy": 0.8918604651162791, "iteration": 7819, "loss_box_reg": 0.008879432920366526, "loss_cls": 0.01974932209122926, "loss_rpn_cls": 0.00024726249466766603, "loss_rpn_loc": 0.0015268538991222158, "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": 0.7557310210540891, "total_loss": 0.031104699468869512}
{"data_time": 0.006377182900905609, "eta_seconds": 18259.857012591325, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.06510416666666666, "fast_rcnn/fg_cls_accuracy": 0.9348958333333333, "iteration": 7839, "loss_box_reg": 0.008922310720663518, "loss_cls": 0.019168777158483863, "loss_rpn_cls": 0.00028999119513173355, "loss_rpn_loc": 0.0014625687981606461, "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": 0.770369098521769, "total_loss": 0.03004654068581658}
{"data_time": 0.006711678579449654, "eta_seconds": 18284.856337465346, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.07135627530364372, "fast_rcnn/fg_cls_accuracy": 0.9286437246963564, "iteration": 7859, "loss_box_reg": 0.008586772426497191, "loss_cls": 0.018617567664477974, "loss_rpn_cls": 0.0003653681098967354, "loss_rpn_loc": 0.0016010549370548688, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7619748516008258, "total_loss": 0.029796779479625002}
{"data_time": 0.006595965474843979, "eta_seconds": 18264.836384645663, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06503378378378379, "fast_rcnn/fg_cls_accuracy": 0.9349662162162162, "iteration": 7879, "loss_box_reg": 0.008241827075835317, "loss_cls": 0.01982916140696034, "loss_rpn_cls": 0.00032255383825940953, "loss_rpn_loc": 0.0014986049791332334, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7658612541854382, "total_loss": 0.030038258879130808}
{"data_time": 0.006796779111027718, "eta_seconds": 18233.639316646382, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.058970099667774084, "fast_rcnn/fg_cls_accuracy": 0.941029900332226, "iteration": 7899, "loss_box_reg": 0.00895527983084321, "loss_cls": 0.016941144305747002, "loss_rpn_cls": 0.0003129617889499059, "loss_rpn_loc": 0.001500740836490877, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7548480490222573, "total_loss": 0.028944099867885598}
{"data_time": 0.007018616423010826, "eta_seconds": 18227.29624910094, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06914556962025317, "fast_rcnn/fg_cls_accuracy": 0.9308544303797468, "iteration": 7919, "loss_box_reg": 0.008529745799023658, "loss_cls": 0.018814849958289415, "loss_rpn_cls": 0.0002955446784653759, "loss_rpn_loc": 0.0013726474426221102, "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": 0.756513305939734, "total_loss": 0.030744076974769996}
{"data_time": 0.007529355585575104, "eta_seconds": 18191.898780872114, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06388329979879276, "fast_rcnn/fg_cls_accuracy": 0.9361167002012072, "iteration": 7939, "loss_box_reg": 0.0088411919423379, "loss_cls": 0.016621835995465517, "loss_rpn_cls": 0.00035877747450285824, "loss_rpn_loc": 0.0016840708121890202, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7524824906140566, "total_loss": 0.02799726774537703}
{"data_time": 0.006692800670862198, "eta_seconds": 18173.923680527136, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.08541233541233542, "fast_rcnn/fg_cls_accuracy": 0.9145876645876646, "iteration": 7959, "loss_box_reg": 0.008659161278046668, "loss_cls": 0.017757674970198423, "loss_rpn_cls": 0.0002749177856458118, "loss_rpn_loc": 0.00159848973271437, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7621530499309301, "total_loss": 0.02930112079650371}
{"data_time": 0.006596573628485203, "eta_seconds": 18154.0509622721, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06661545215100965, "fast_rcnn/fg_cls_accuracy": 0.9333845478489904, "iteration": 7979, "loss_box_reg": 0.008812206040602177, "loss_cls": 0.017588601855095476, "loss_rpn_cls": 0.00023867825029810774, "loss_rpn_loc": 0.001803495775675401, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7523640664294362, "total_loss": 0.029924486588470245}
{"data_time": 0.006890278309583664, "eta_seconds": 18130.186215979047, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.08218258534714232, "fast_rcnn/fg_cls_accuracy": 0.9178174146528577, "iteration": 7999, "loss_box_reg": 0.008775079739280045, "loss_cls": 0.018888784863520414, "loss_rpn_cls": 0.00020746639495428099, "loss_rpn_loc": 0.0014476357464445755, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7529314048588276, "total_loss": 0.030634249382956114}
{"data_time": 0.0068792924284935, "eta_seconds": 18111.66294520814, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.060123784261715295, "fast_rcnn/fg_cls_accuracy": 0.9398762157382847, "iteration": 8019, "loss_box_reg": 0.00854804168920964, "loss_cls": 0.01778022019425407, "loss_rpn_cls": 0.00022630402463619248, "loss_rpn_loc": 0.0015032015508040786, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.749379743821919, "total_loss": 0.028237206186531694}
{"data_time": 0.007056950591504574, "eta_seconds": 18104.69373515155, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08798599594619494, "fast_rcnn/fg_cls_accuracy": 0.912014004053805, "iteration": 8039, "loss_box_reg": 0.008383763313759118, "loss_cls": 0.01827166136354208, "loss_rpn_cls": 0.0002524587421248725, "loss_rpn_loc": 0.0014450996750383638, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7564851269125938, "total_loss": 0.028599251862601704}
{"data_time": 0.006468815729022026, "eta_seconds": 18098.328140905127, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.05138978668390433, "fast_rcnn/fg_cls_accuracy": 0.9486102133160956, "iteration": 8059, "loss_box_reg": 0.00848737737396732, "loss_cls": 0.017205727577675134, "loss_rpn_cls": 0.0003228280307325804, "loss_rpn_loc": 0.0016357470958610065, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7637144653126597, "total_loss": 0.027666589545901843}
{"data_time": 0.006918738596141338, "eta_seconds": 18074.569960705936, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06061997703788749, "fast_rcnn/fg_cls_accuracy": 0.9393800229621125, "iteration": 8079, "loss_box_reg": 0.00883007887750864, "loss_cls": 0.016869211511220783, "loss_rpn_cls": 0.0003893427528964821, "loss_rpn_loc": 0.0016266062375507317, "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": 0.7465095296502113, "total_loss": 0.029165553588200055}
{"data_time": 0.0074767256155610085, "eta_seconds": 18051.24290285725, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.03840579710144927, "fast_rcnn/fg_cls_accuracy": 0.9615942028985507, "iteration": 8099, "loss_box_reg": 0.008326054376084358, "loss_cls": 0.01829872070811689, "loss_rpn_cls": 0.0002760973243312037, "loss_rpn_loc": 0.0014863038377370685, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.752044609747827, "total_loss": 0.029468292267551988}
{"data_time": 0.007086236961185932, "eta_seconds": 18036.69084588345, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.0707070707070707, "fast_rcnn/fg_cls_accuracy": 0.9292929292929293, "iteration": 8119, "loss_box_reg": 0.00833618687465787, "loss_cls": 0.017951683490537107, "loss_rpn_cls": 0.0002364809959090053, "loss_rpn_loc": 0.001412356985383667, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7499844646081328, "total_loss": 0.02801366357277857}
{"data_time": 0.007217356003820896, "eta_seconds": 18024.431202844717, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.08595258999122037, "fast_rcnn/fg_cls_accuracy": 0.9140474100087796, "iteration": 8139, "loss_box_reg": 0.00904406193876639, "loss_cls": 0.019162654352840036, "loss_rpn_cls": 0.00018580861205919064, "loss_rpn_loc": 0.0015942363097565249, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7554927002638578, "total_loss": 0.029652525726191925}
{"data_time": 0.006482194177806377, "eta_seconds": 18005.927871094085, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.09488013002844373, "fast_rcnn/fg_cls_accuracy": 0.9051198699715562, "iteration": 8159, "loss_box_reg": 0.0085697554750368, "loss_cls": 0.016819247277453542, "loss_rpn_cls": 0.0002304918691606872, "loss_rpn_loc": 0.0016282822689390741, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 249.875, "rpn/num_pos_anchors": 6.125, "time": 0.7499453146010637, "total_loss": 0.027014870353013976}
{"data_time": 0.006369607523083687, "eta_seconds": 17999.01053609699, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.06762890341321715, "fast_rcnn/fg_cls_accuracy": 0.9323710965867829, "iteration": 8179, "loss_box_reg": 0.00836456276010722, "loss_cls": 0.01717472478048876, "loss_rpn_cls": 0.0004241930660100479, "loss_rpn_loc": 0.0015700037183705717, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7567504812031984, "total_loss": 0.028679975105887934}
{"data_time": 0.006967324763536453, "eta_seconds": 17979.107625787146, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.07545045045045046, "fast_rcnn/fg_cls_accuracy": 0.9245495495495495, "iteration": 8199, "loss_box_reg": 0.008418306009843946, "loss_cls": 0.019197148911189288, "loss_rpn_cls": 0.00039554562590637943, "loss_rpn_loc": 0.001426128663297277, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7540232976898551, "total_loss": 0.02960786089033718}
{"data_time": 0.007772067561745644, "eta_seconds": 17963.999766767956, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.10235191637630661, "fast_rcnn/fg_cls_accuracy": 0.8976480836236934, "iteration": 8219, "loss_box_reg": 0.008827645622659475, "loss_cls": 0.018347550823818892, "loss_rpn_cls": 0.00045064335336064687, "loss_rpn_loc": 0.0016178681835299358, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7521399389952421, "total_loss": 0.02965723181478097}
{"data_time": 0.0073117222636938095, "eta_seconds": 17947.121951488778, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.08193979933110368, "fast_rcnn/fg_cls_accuracy": 0.9180602006688963, "iteration": 8239, "loss_box_reg": 0.008433434180915356, "loss_cls": 0.017312089330516756, "loss_rpn_cls": 0.000250840885200887, "loss_rpn_loc": 0.001683214766671881, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7525890776887536, "total_loss": 0.027665169242936827}
{"data_time": 0.006248289719223976, "eta_seconds": 17933.784048729576, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.05949455949455949, "fast_rcnn/fg_cls_accuracy": 0.9405054405054405, "iteration": 8259, "loss_box_reg": 0.008240755647420883, "loss_cls": 0.019252739672083408, "loss_rpn_cls": 0.00037199594316916773, "loss_rpn_loc": 0.0014073720667511225, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7551094787195325, "total_loss": 0.03194894392072456}
{"data_time": 0.007280568592250347, "eta_seconds": 17926.065953286365, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.05723878152636751, "fast_rcnn/fg_cls_accuracy": 0.9427612184736325, "iteration": 8279, "loss_box_reg": 0.008969216083642095, "loss_cls": 0.018422840803395957, "loss_rpn_cls": 0.000395803975607123, "loss_rpn_loc": 0.0014795141760259867, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7627441361546516, "total_loss": 0.02873424632844035}
{"data_time": 0.006960240192711353, "eta_seconds": 17915.427352918312, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06, "fast_rcnn/fg_cls_accuracy": 0.94, "iteration": 8299, "loss_box_reg": 0.008481186756398529, "loss_cls": 0.01635228580562398, "loss_rpn_cls": 0.0006942086482695231, "loss_rpn_loc": 0.0015151593142945785, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7555248634889722, "total_loss": 0.027053812488702533}
{"data_time": 0.007234616205096245, "eta_seconds": 17909.352422473952, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06895900245607406, "fast_rcnn/fg_cls_accuracy": 0.931040997543926, "iteration": 8319, "loss_box_reg": 0.00857077504042536, "loss_cls": 0.017779743007849902, "loss_rpn_cls": 0.0003520411005411006, "loss_rpn_loc": 0.0013673648427356966, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.756708693690598, "total_loss": 0.028894280346321466}
{"data_time": 0.0070893168449401855, "eta_seconds": 17903.94368147012, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07591324200913241, "fast_rcnn/fg_cls_accuracy": 0.9240867579908676, "iteration": 8339, "loss_box_reg": 0.008517506415955722, "loss_cls": 0.017778637818992138, "loss_rpn_cls": 0.00021759720948466565, "loss_rpn_loc": 0.001619559589016717, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7648761859163642, "total_loss": 0.029997032272149227}
{"data_time": 0.007374314591288567, "eta_seconds": 17874.347661302425, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.052307692307692305, "fast_rcnn/fg_cls_accuracy": 0.9476923076923076, "iteration": 8359, "loss_box_reg": 0.008514685730915517, "loss_cls": 0.017758662113919854, "loss_rpn_cls": 0.0002597233756773676, "loss_rpn_loc": 0.0016514525486854836, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.751553556881845, "total_loss": 0.027545546359533546}
{"data_time": 0.007039932534098625, "eta_seconds": 17846.540654385462, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.08616118769883352, "fast_rcnn/fg_cls_accuracy": 0.9138388123011665, "iteration": 8379, "loss_box_reg": 0.008269224257674068, "loss_cls": 0.017011222196742892, "loss_rpn_cls": 0.00033778317492760834, "loss_rpn_loc": 0.001571538858115673, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7539382372051477, "total_loss": 0.02710895227232868}
{"data_time": 0.007588822394609451, "eta_seconds": 17826.270997731015, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.06517441039401214, "fast_rcnn/fg_cls_accuracy": 0.9348255896059878, "iteration": 8399, "loss_box_reg": 0.008356044825632125, "loss_cls": 0.017958120617549866, "loss_rpn_cls": 0.0002468248289915209, "loss_rpn_loc": 0.0013345718762138858, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7552158189937472, "total_loss": 0.028940129290276673}
{"data_time": 0.006967620924115181, "eta_seconds": 17812.921176576056, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.07418788410886742, "fast_rcnn/fg_cls_accuracy": 0.9258121158911325, "iteration": 8419, "loss_box_reg": 0.008747460728045553, "loss_cls": 0.018867278296966106, "loss_rpn_cls": 0.00027326295668217426, "loss_rpn_loc": 0.001689942233497277, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.762370565906167, "total_loss": 0.031592062229719886}
{"data_time": 0.006550908088684082, "eta_seconds": 17796.058259291574, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.08604826546003017, "fast_rcnn/fg_cls_accuracy": 0.9139517345399698, "iteration": 8439, "loss_box_reg": 0.008296653919387609, "loss_cls": 0.017138168564997613, "loss_rpn_cls": 0.0003904635623257491, "loss_rpn_loc": 0.001569438842125237, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7566165374591947, "total_loss": 0.02811997446224268}
{"data_time": 0.007236833684146404, "eta_seconds": 17779.897793347947, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06163036902601331, "fast_rcnn/fg_cls_accuracy": 0.9383696309739866, "iteration": 8459, "loss_box_reg": 0.008436167845502496, "loss_cls": 0.01808208378497511, "loss_rpn_cls": 0.000357665354385972, "loss_rpn_loc": 0.0014141436186037026, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7489229859784245, "total_loss": 0.029207503113639177}
{"data_time": 0.006599536165595055, "eta_seconds": 17759.058540755883, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.08444767441860465, "fast_rcnn/fg_cls_accuracy": 0.9155523255813953, "iteration": 8479, "loss_box_reg": 0.008200693759135902, "loss_cls": 0.016873832151759416, "loss_rpn_cls": 0.00029128171445336193, "loss_rpn_loc": 0.001674688384809997, "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": 0.759968944825232, "total_loss": 0.028386859058002756}
{"data_time": 0.0073124710470438, "eta_seconds": 17750.739151632413, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.05064102564102564, "fast_rcnn/fg_cls_accuracy": 0.9493589743589743, "iteration": 8499, "loss_box_reg": 0.008108258887659758, "loss_cls": 0.018155255587771535, "loss_rpn_cls": 0.00042621823138233594, "loss_rpn_loc": 0.0016444748398498632, "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": 0.7641991218551993, "total_loss": 0.029359157676935865}
{"data_time": 0.007779819890856743, "eta_seconds": 17737.381881480105, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.08512820512820513, "fast_rcnn/fg_cls_accuracy": 0.9148717948717948, "iteration": 8519, "loss_box_reg": 0.008582912909332663, "loss_cls": 0.01877363253151998, "loss_rpn_cls": 0.00023364545177173568, "loss_rpn_loc": 0.0016129282957990654, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7610053513199091, "total_loss": 0.030345027263138036}
{"data_time": 0.006675451062619686, "eta_seconds": 17751.63096525427, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.07920571173583221, "fast_rcnn/fg_cls_accuracy": 0.9207942882641678, "iteration": 8539, "loss_box_reg": 0.008583425777032971, "loss_cls": 0.017981872719246894, "loss_rpn_cls": 0.0005774930177722126, "loss_rpn_loc": 0.0015793745187693276, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 249.375, "rpn/num_pos_anchors": 6.625, "time": 0.7612987570464611, "total_loss": 0.0282468126197557}
{"data_time": 0.007729180157184601, "eta_seconds": 17715.223226685077, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06798245614035087, "fast_rcnn/fg_cls_accuracy": 0.9320175438596492, "iteration": 8559, "loss_box_reg": 0.00807267421623692, "loss_cls": 0.017868712660856545, "loss_rpn_cls": 0.0002647037113092665, "loss_rpn_loc": 0.0015718039794592187, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.747207379899919, "total_loss": 0.028452482546640567}
{"data_time": 0.006920471787452698, "eta_seconds": 17704.531109802425, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.0598823866896156, "fast_rcnn/fg_cls_accuracy": 0.9401176133103843, "iteration": 8579, "loss_box_reg": 0.00811307830736041, "loss_cls": 0.01638182601891458, "loss_rpn_cls": 0.00025136108979495475, "loss_rpn_loc": 0.0016101620421977714, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7505815895274282, "total_loss": 0.028133964149219537}
{"data_time": 0.007258753292262554, "eta_seconds": 17676.950445403345, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.10287171736255432, "fast_rcnn/fg_cls_accuracy": 0.8971282826374457, "iteration": 8599, "loss_box_reg": 0.007873008958995342, "loss_cls": 0.017447488848119974, "loss_rpn_cls": 0.00028604359999917506, "loss_rpn_loc": 0.0015884328167885542, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7513199979439378, "total_loss": 0.027477733127398096}
{"data_time": 0.006286022253334522, "eta_seconds": 17677.768396806903, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07746478873239437, "fast_rcnn/fg_cls_accuracy": 0.9225352112676056, "iteration": 8619, "loss_box_reg": 0.008439634751994163, "loss_cls": 0.01780619565397501, "loss_rpn_cls": 0.0001948500148500898, "loss_rpn_loc": 0.001356528198812157, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7685687532648444, "total_loss": 0.027793965522619146}
{"data_time": 0.0077449847012758255, "eta_seconds": 17667.344366429374, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.0536936936936937, "fast_rcnn/fg_cls_accuracy": 0.9463063063063063, "iteration": 8639, "loss_box_reg": 0.008463811012916267, "loss_cls": 0.018343349802307785, "loss_rpn_cls": 0.0002466553614794975, "loss_rpn_loc": 0.0015788308301125653, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7517422307282686, "total_loss": 0.028210646017669205}
{"data_time": 0.006965946406126022, "eta_seconds": 17652.218862926587, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.038218111002921135, "fast_rcnn/fg_cls_accuracy": 0.9617818889970788, "iteration": 8659, "loss_box_reg": 0.008617387851700187, "loss_cls": 0.016675172722898424, "loss_rpn_cls": 0.0003943320198231959, "loss_rpn_loc": 0.0013680601841770113, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7373779118061066, "total_loss": 0.026780047504871618}
{"data_time": 0.007823416031897068, "eta_seconds": 17632.821397517808, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.093841642228739, "fast_rcnn/fg_cls_accuracy": 0.906158357771261, "iteration": 8679, "loss_box_reg": 0.00859540596138686, "loss_cls": 0.018468283931724727, "loss_rpn_cls": 0.00020423880982889386, "loss_rpn_loc": 0.0016536480616196059, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7598522417247295, "total_loss": 0.029027976438555925}
{"data_time": 0.006739194504916668, "eta_seconds": 17617.69955763314, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06583506583506583, "fast_rcnn/fg_cls_accuracy": 0.9341649341649342, "iteration": 8699, "loss_box_reg": 0.008371167699806392, "loss_cls": 0.016823697194922715, "loss_rpn_cls": 0.0002732572202148731, "loss_rpn_loc": 0.0015232958758133464, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7530170138925314, "total_loss": 0.02764245369803575}
{"data_time": 0.007606713101267815, "eta_seconds": 17602.57771774847, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.1234984984984985, "fast_rcnn/fg_cls_accuracy": 0.8765015015015015, "iteration": 8719, "loss_box_reg": 0.008260039263404906, "loss_cls": 0.018025899480562657, "loss_rpn_cls": 0.0002968303660964011, "loss_rpn_loc": 0.0015616825330653228, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7581860003992915, "total_loss": 0.028784256279436704}
{"data_time": 0.006963166408240795, "eta_seconds": 17591.716848915443, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.08044837578160743, "fast_rcnn/fg_cls_accuracy": 0.9195516242183925, "iteration": 8739, "loss_box_reg": 0.008104118111077696, "loss_cls": 0.018618935195263475, "loss_rpn_cls": 0.0003024746429218794, "loss_rpn_loc": 0.0014640831213910133, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7434432599693537, "total_loss": 0.028745052460180887}
{"data_time": 0.006898912601172924, "eta_seconds": 17571.191773362458, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.08235294117647059, "fast_rcnn/fg_cls_accuracy": 0.9176470588235294, "iteration": 8759, "loss_box_reg": 0.008375957317184657, "loss_cls": 0.01651043997844681, "loss_rpn_cls": 0.00040383675354860316, "loss_rpn_loc": 0.0015058812641655095, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7643846860155463, "total_loss": 0.027083473796210455}
{"data_time": 0.007397147826850414, "eta_seconds": 17543.818417943083, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.0538878842676311, "fast_rcnn/fg_cls_accuracy": 0.9461121157323689, "iteration": 8779, "loss_box_reg": 0.008341369568370283, "loss_cls": 0.018094354367349297, "loss_rpn_cls": 0.0003037542364836554, "loss_rpn_loc": 0.0016081768189906143, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7425665333867073, "total_loss": 0.030027937975773966}
{"data_time": 0.006459562107920647, "eta_seconds": 17518.90134663321, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.0652544177134341, "fast_rcnn/fg_cls_accuracy": 0.9347455822865659, "iteration": 8799, "loss_box_reg": 0.00805582239991054, "loss_cls": 0.01751213677925989, "loss_rpn_cls": 0.00030980969495431054, "loss_rpn_loc": 0.0014666580900666304, "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": 0.7437964854761958, "total_loss": 0.027403005211454}
{"data_time": 0.007623590528964996, "eta_seconds": 17502.429761443287, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.04392212725546059, "fast_rcnn/fg_cls_accuracy": 0.9560778727445394, "iteration": 8819, "loss_box_reg": 0.008218979928642511, "loss_cls": 0.016095504630357027, "loss_rpn_cls": 0.00018418968352307274, "loss_rpn_loc": 0.0015023093656054698, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7544299466535449, "total_loss": 0.026367090066742094}
{"data_time": 0.007089671678841114, "eta_seconds": 17487.329092998058, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07108585858585859, "fast_rcnn/fg_cls_accuracy": 0.9289141414141414, "iteration": 8839, "loss_box_reg": 0.008058706182055175, "loss_cls": 0.01810874987859279, "loss_rpn_cls": 0.00027012773671231116, "loss_rpn_loc": 0.0015427218240802176, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7617076653987169, "total_loss": 0.02822511595013566}
{"data_time": 0.007037322968244553, "eta_seconds": 17465.24337770231, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.05135802469135803, "fast_rcnn/fg_cls_accuracy": 0.9486419753086419, "iteration": 8859, "loss_box_reg": 0.008518175687640905, "loss_cls": 0.016682878136634827, "loss_rpn_cls": 0.00030863450456308783, "loss_rpn_loc": 0.0013414424756774679, "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": 0.7579143736511469, "total_loss": 0.026960756895277882}
{"data_time": 0.006572180427610874, "eta_seconds": 17445.72821420431, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.08073593073593074, "fast_rcnn/fg_cls_accuracy": 0.9192640692640692, "iteration": 8879, "loss_box_reg": 0.008856670989189297, "loss_cls": 0.01778362854383886, "loss_rpn_cls": 0.00029110369132467895, "loss_rpn_loc": 0.0016459488178952597, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7512061968445778, "total_loss": 0.02881671376326267}
{"data_time": 0.0070971036329865456, "eta_seconds": 17430.637406527996, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05638276752034942, "fast_rcnn/fg_cls_accuracy": 0.9436172324796506, "iteration": 8899, "loss_box_reg": 0.0079050162457861, "loss_cls": 0.020884269615635276, "loss_rpn_cls": 0.00042511594006100495, "loss_rpn_loc": 0.0013851770272594877, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7547923568636179, "total_loss": 0.03087239654360019}
{"data_time": 0.00694609247148037, "eta_seconds": 17413.219220989384, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.054850746268656714, "fast_rcnn/fg_cls_accuracy": 0.9451492537313433, "iteration": 8919, "loss_box_reg": 0.008223898010328412, "loss_cls": 0.017757531139068305, "loss_rpn_cls": 0.0003447415238042595, "loss_rpn_loc": 0.0014396819460671395, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7549578882753849, "total_loss": 0.02803267100262019}
{"data_time": 0.006956660188734531, "eta_seconds": 17400.455791175365, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.09182083739045765, "fast_rcnn/fg_cls_accuracy": 0.9081791626095423, "iteration": 8939, "loss_box_reg": 0.008082939486484975, "loss_cls": 0.017567406524904072, "loss_rpn_cls": 0.0004574951217364287, "loss_rpn_loc": 0.0014094618672970682, "lr": 0.001, "roi_head/num_bg_samples": 494.125, "roi_head/num_fg_samples": 17.875, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7632304038852453, "total_loss": 0.027184229832528217}
{"data_time": 0.007102809846401215, "eta_seconds": 17383.041639045812, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06862745098039216, "fast_rcnn/fg_cls_accuracy": 0.9313725490196079, "iteration": 8959, "loss_box_reg": 0.00827843847218901, "loss_cls": 0.016338879649993032, "loss_rpn_cls": 0.00030169525643941597, "loss_rpn_loc": 0.001567620041896589, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7530139489099383, "total_loss": 0.026439703062351327}
{"data_time": 0.007303071208298206, "eta_seconds": 17372.003910286352, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07442922374429223, "fast_rcnn/fg_cls_accuracy": 0.9255707762557077, "iteration": 8979, "loss_box_reg": 0.008261317911092192, "loss_cls": 0.01837059942772612, "loss_rpn_cls": 0.0003844778993880027, "loss_rpn_loc": 0.0014427011337829754, "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": 0.7557312045246363, "total_loss": 0.027809536034737903}
{"data_time": 0.0070192934945225716, "eta_seconds": 17358.28520112578, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.08511904761904762, "fast_rcnn/fg_cls_accuracy": 0.9148809523809525, "iteration": 8999, "loss_box_reg": 0.008447102853097022, "loss_cls": 0.01688780408585444, "loss_rpn_cls": 0.0002520325579098426, "loss_rpn_loc": 0.0016776052070781589, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7556300926953554, "total_loss": 0.0267120377034189}
{"data_time": 0.0073406631126999855, "eta_seconds": 17361.483513059095, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.08385939741750359, "fast_rcnn/fg_cls_accuracy": 0.9161406025824964, "iteration": 9019, "loss_box_reg": 0.007917162613011897, "loss_cls": 0.016703560890164226, "loss_rpn_cls": 0.0004005529481219128, "loss_rpn_loc": 0.0014272797561716288, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7804480856284499, "total_loss": 0.02641077036378192}
{"data_time": 0.00682488176971674, "eta_seconds": 17346.374089175835, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.08539968787931333, "fast_rcnn/fg_cls_accuracy": 0.9146003121206867, "iteration": 9039, "loss_box_reg": 0.00816067581763491, "loss_cls": 0.01811912131961435, "loss_rpn_cls": 0.0002533401911932742, "loss_rpn_loc": 0.0016516044997842982, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7512796437367797, "total_loss": 0.02920766069655656}
{"data_time": 0.007387243211269379, "eta_seconds": 17325.47329794243, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.08804726850058117, "fast_rcnn/fg_cls_accuracy": 0.9119527314994189, "iteration": 9059, "loss_box_reg": 0.008238979731686413, "loss_cls": 0.018335981760174036, "loss_rpn_cls": 0.00040793718676468416, "loss_rpn_loc": 0.0014993751101428643, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7523957770317793, "total_loss": 0.030634759828444658}
{"data_time": 0.00658024288713932, "eta_seconds": 17313.27958660852, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.07873651771956856, "fast_rcnn/fg_cls_accuracy": 0.9212634822804314, "iteration": 9079, "loss_box_reg": 0.00828715245006606, "loss_cls": 0.018206548993475735, "loss_rpn_cls": 0.0002957147486313261, "loss_rpn_loc": 0.0014319627225631848, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7578761847689748, "total_loss": 0.0292175085605777}
{"data_time": 0.006551086902618408, "eta_seconds": 17301.045817526057, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.07442673921492421, "fast_rcnn/fg_cls_accuracy": 0.9255732607850757, "iteration": 9099, "loss_box_reg": 0.008032724319491535, "loss_cls": 0.017588332411833107, "loss_rpn_cls": 0.0002171604164686869, "loss_rpn_loc": 0.0013910206689615734, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7560478542000055, "total_loss": 0.029490060291209375}
{"data_time": 0.006781705655157566, "eta_seconds": 17289.235928222537, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06652929055048573, "fast_rcnn/fg_cls_accuracy": 0.9334707094495143, "iteration": 9119, "loss_box_reg": 0.008269508660305291, "loss_cls": 0.016429827315732837, "loss_rpn_cls": 0.0003223626767976384, "loss_rpn_loc": 0.0014021347014931962, "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": 0.7561004813760519, "total_loss": 0.027731429401114838}
{"data_time": 0.007325456477701664, "eta_seconds": 17277.231888292357, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.06973173884938591, "fast_rcnn/fg_cls_accuracy": 0.9302682611506141, "iteration": 9139, "loss_box_reg": 0.007923057361040264, "loss_cls": 0.017518819659017026, "loss_rpn_cls": 0.0004528960894276679, "loss_rpn_loc": 0.0015761980903334916, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7633334901183844, "total_loss": 0.02819304241984355}
{"data_time": 0.007843214087188244, "eta_seconds": 17259.011312291026, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.067629179331307, "fast_rcnn/fg_cls_accuracy": 0.932370820668693, "iteration": 9159, "loss_box_reg": 0.007968177669681609, "loss_cls": 0.016776704927906394, "loss_rpn_cls": 0.0005666630868290667, "loss_rpn_loc": 0.0013215833969297819, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7485308647155762, "total_loss": 0.027637739633064484}
{"data_time": 0.007858254946768284, "eta_seconds": 17242.894787664525, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.09489872468117029, "fast_rcnn/fg_cls_accuracy": 0.9051012753188297, "iteration": 9179, "loss_box_reg": 0.008493652916513383, "loss_cls": 0.01648066658526659, "loss_rpn_cls": 0.0002444263934648916, "loss_rpn_loc": 0.001269783839234151, "lr": 0.001, "roi_head/num_bg_samples": 490.625, "roi_head/num_fg_samples": 21.375, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7504126327112317, "total_loss": 0.028008814927943604}
{"data_time": 0.007017546333372593, "eta_seconds": 17225.49869810976, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07038183694530444, "fast_rcnn/fg_cls_accuracy": 0.9296181630546956, "iteration": 9199, "loss_box_reg": 0.008466372673865408, "loss_cls": 0.017553573357872665, "loss_rpn_cls": 0.00025922840336534136, "loss_rpn_loc": 0.00139881679933751, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7495078798383474, "total_loss": 0.02840849416952551}
{"data_time": 0.00706302747130394, "eta_seconds": 17210.3892742265, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07242647058823529, "fast_rcnn/fg_cls_accuracy": 0.9275735294117646, "iteration": 9219, "loss_box_reg": 0.00832330936100334, "loss_cls": 0.018096343148499727, "loss_rpn_cls": 0.00023053494578562095, "loss_rpn_loc": 0.0013687368482351303, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7561616618186235, "total_loss": 0.027442797887943016}
{"data_time": 0.007092272862792015, "eta_seconds": 17197.56050401088, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06662975267626431, "fast_rcnn/fg_cls_accuracy": 0.9333702473237357, "iteration": 9239, "loss_box_reg": 0.008198696828912944, "loss_cls": 0.019800957525148988, "loss_rpn_cls": 0.000267991336158957, "loss_rpn_loc": 0.0015820848202565685, "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": 0.7644663117825985, "total_loss": 0.030683383518407936}
{"data_time": 0.006952933967113495, "eta_seconds": 17193.276670206338, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.067816091954023, "fast_rcnn/fg_cls_accuracy": 0.9321839080459771, "iteration": 9259, "loss_box_reg": 0.007996225671377033, "loss_cls": 0.016295972862280905, "loss_rpn_cls": 0.00031325692907557823, "loss_rpn_loc": 0.001485110889916541, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.775286104530096, "total_loss": 0.02926304155624848}
{"data_time": 0.006722104735672474, "eta_seconds": 17178.155719790608, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.03827430935864671, "fast_rcnn/fg_cls_accuracy": 0.9617256906413533, "iteration": 9279, "loss_box_reg": 0.008038070343900472, "loss_cls": 0.016282351512927562, "loss_rpn_cls": 0.00018365745540904754, "loss_rpn_loc": 0.00142639903788222, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7622356107458472, "total_loss": 0.026303319601538533}
{"data_time": 0.006791600026190281, "eta_seconds": 17164.39407015033, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04542349726775956, "fast_rcnn/fg_cls_accuracy": 0.9545765027322404, "iteration": 9299, "loss_box_reg": 0.008250792452599853, "loss_cls": 0.019642172090243548, "loss_rpn_cls": 0.0002537737000238849, "loss_rpn_loc": 0.0012322065012995154, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7654116256162524, "total_loss": 0.030330375004268717}
{"data_time": 0.007093255408108234, "eta_seconds": 17153.072114366107, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.0707196029776675, "fast_rcnn/fg_cls_accuracy": 0.9292803970223324, "iteration": 9319, "loss_box_reg": 0.007902503421064466, "loss_cls": 0.01735845732036978, "loss_rpn_cls": 0.0002618977919155441, "loss_rpn_loc": 0.001365467454888858, "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": 0.761639229953289, "total_loss": 0.02740963443761757}
{"data_time": 0.007478308863937855, "eta_seconds": 17137.94661538955, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.049850746268656716, "fast_rcnn/fg_cls_accuracy": 0.9501492537313433, "iteration": 9339, "loss_box_reg": 0.007822665967978537, "loss_cls": 0.018404756381642073, "loss_rpn_cls": 0.00032176281911233673, "loss_rpn_loc": 0.0016347577584383544, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7599928444251418, "total_loss": 0.02894223734119805}
{"data_time": 0.006626720540225506, "eta_seconds": 17143.83282024041, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.0838008415147265, "fast_rcnn/fg_cls_accuracy": 0.9161991584852734, "iteration": 9359, "loss_box_reg": 0.00821573135908693, "loss_cls": 0.017684863356407732, "loss_rpn_cls": 0.0003912192514690105, "loss_rpn_loc": 0.0012648454285226762, "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": 0.7710747057572007, "total_loss": 0.027947373448114377}
{"data_time": 0.006646494381129742, "eta_seconds": 17121.662260994315, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.07496025437201909, "fast_rcnn/fg_cls_accuracy": 0.9250397456279809, "iteration": 9379, "loss_box_reg": 0.00782854133285582, "loss_cls": 0.016810065135359764, "loss_rpn_cls": 0.0003321680037515762, "loss_rpn_loc": 0.0015395092414109968, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7406004024669528, "total_loss": 0.029395154163012194}
{"data_time": 0.0071946317330002785, "eta_seconds": 17092.570118459873, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.0567847882454624, "fast_rcnn/fg_cls_accuracy": 0.9432152117545376, "iteration": 9399, "loss_box_reg": 0.007979757792782038, "loss_cls": 0.017600985360331833, "loss_rpn_cls": 0.0002289140493303421, "loss_rpn_loc": 0.0012639856722671539, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7532033529132605, "total_loss": 0.027004809256595763}
{"data_time": 0.006792662665247917, "eta_seconds": 17098.40064104274, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.08745519713261649, "fast_rcnn/fg_cls_accuracy": 0.9125448028673835, "iteration": 9419, "loss_box_reg": 0.008052467834204435, "loss_cls": 0.017598706763237715, "loss_rpn_cls": 0.00029445769268932054, "loss_rpn_loc": 0.0015326651264331304, "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": 0.7646832950413227, "total_loss": 0.028755467467817653}
{"data_time": 0.006914141587913036, "eta_seconds": 17087.936193823814, "fast_rcnn/cls_accuracy": 0.985107421875, "fast_rcnn/false_negative": 0.13291900561347234, "fast_rcnn/fg_cls_accuracy": 0.8670809943865276, "iteration": 9439, "loss_box_reg": 0.00800285255536437, "loss_cls": 0.018292173161171377, "loss_rpn_cls": 0.000300393029647239, "loss_rpn_loc": 0.0011819169812952168, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7713560294359922, "total_loss": 0.028423118897080712}
{"data_time": 0.007067931815981865, "eta_seconds": 17076.264899740927, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.03761214630779848, "fast_rcnn/fg_cls_accuracy": 0.9623878536922015, "iteration": 9459, "loss_box_reg": 0.00811362185049802, "loss_cls": 0.016383370966650546, "loss_rpn_cls": 0.00019784203186645755, "loss_rpn_loc": 0.0013666039376403205, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7576087471097708, "total_loss": 0.02677331981954012}
{"data_time": 0.006457798182964325, "eta_seconds": 17060.254687428474, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05519480519480519, "fast_rcnn/fg_cls_accuracy": 0.9448051948051948, "iteration": 9479, "loss_box_reg": 0.007794267090503126, "loss_cls": 0.018491941562388092, "loss_rpn_cls": 0.0002556454539899278, "loss_rpn_loc": 0.001534980721771717, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7570989988744259, "total_loss": 0.02877537216818382}
{"data_time": 0.0074968524277210236, "eta_seconds": 17037.824402112514, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.07137659187386294, "fast_rcnn/fg_cls_accuracy": 0.9286234081261371, "iteration": 9499, "loss_box_reg": 0.008015532395802438, "loss_cls": 0.01731889072107151, "loss_rpn_cls": 0.00018943480336020002, "loss_rpn_loc": 0.0012452119481167756, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7512185424566269, "total_loss": 0.027643701758051975}
{"data_time": 0.0071701109409332275, "eta_seconds": 17009.319251068868, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.12414559125085439, "fast_rcnn/fg_cls_accuracy": 0.8758544087491456, "iteration": 9519, "loss_box_reg": 0.008364888140931726, "loss_cls": 0.017881677486002445, "loss_rpn_cls": 0.0002335819397103478, "loss_rpn_loc": 0.0013228825409896672, "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": 0.7562049720436335, "total_loss": 0.028311546485042527}
{"data_time": 0.007651083171367645, "eta_seconds": 16991.883016727865, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.0963323022536456, "fast_rcnn/fg_cls_accuracy": 0.9036676977463544, "iteration": 9539, "loss_box_reg": 0.008076267084106803, "loss_cls": 0.020181230560410768, "loss_rpn_cls": 0.0002776636530370524, "loss_rpn_loc": 0.0014809043350396678, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.7656662072986364, "total_loss": 0.030588991021886613}
{"data_time": 0.006681261584162712, "eta_seconds": 16997.046944975853, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.049818840579710144, "fast_rcnn/fg_cls_accuracy": 0.9501811594202898, "iteration": 9559, "loss_box_reg": 0.007950704544782639, "loss_cls": 0.018655211024452, "loss_rpn_cls": 0.00029886402990086935, "loss_rpn_loc": 0.0014482327751466073, "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": 0.7577640525996685, "total_loss": 0.029076319144678564}
{"data_time": 0.007246163673698902, "eta_seconds": 16990.558894450776, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08521353746978244, "fast_rcnn/fg_cls_accuracy": 0.9147864625302176, "iteration": 9579, "loss_box_reg": 0.007835618103854358, "loss_cls": 0.01838215079624206, "loss_rpn_cls": 0.0002577047666818544, "loss_rpn_loc": 0.0013906280510127544, "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": 0.76515818759799, "total_loss": 0.028660784057365163}
{"data_time": 0.007072671316564083, "eta_seconds": 16985.155100947246, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.11634615384615385, "fast_rcnn/fg_cls_accuracy": 0.8836538461538461, "iteration": 9599, "loss_box_reg": 0.008322027162648737, "loss_cls": 0.018471590359695256, "loss_rpn_cls": 0.0002402327440904628, "loss_rpn_loc": 0.0012131838811910711, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7726069530472159, "total_loss": 0.02822778446625307}
{"data_time": 0.0072897616773843765, "eta_seconds": 16956.402656911872, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.07397287998380894, "fast_rcnn/fg_cls_accuracy": 0.926027120016191, "iteration": 9619, "loss_box_reg": 0.007763004396110773, "loss_cls": 0.018041528295725584, "loss_rpn_cls": 0.0005266605426186288, "loss_rpn_loc": 0.0014360539498738945, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7494370304048061, "total_loss": 0.02809761904700281}
{"data_time": 0.007315930910408497, "eta_seconds": 16940.397342089564, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.0990950226244344, "fast_rcnn/fg_cls_accuracy": 0.9009049773755656, "iteration": 9639, "loss_box_reg": 0.007814507989678532, "loss_cls": 0.01789352047489956, "loss_rpn_cls": 0.00022765752282793983, "loss_rpn_loc": 0.0014264508208725601, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7521753404289484, "total_loss": 0.027857660177005528}
{"data_time": 0.006461634300649166, "eta_seconds": 16926.097661322914, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06821705426356589, "fast_rcnn/fg_cls_accuracy": 0.9317829457364342, "iteration": 9659, "loss_box_reg": 0.007933407265227288, "loss_cls": 0.017694441718049347, "loss_rpn_cls": 0.0003162186490044405, "loss_rpn_loc": 0.0016349612560588866, "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": 0.7572511322796345, "total_loss": 0.026685721109060978}
{"data_time": 0.007249045185744762, "eta_seconds": 16914.824026787654, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.10323010323010323, "fast_rcnn/fg_cls_accuracy": 0.8967698967698967, "iteration": 9679, "loss_box_reg": 0.008068909111898392, "loss_cls": 0.017983539903070778, "loss_rpn_cls": 0.00028401933437294247, "loss_rpn_loc": 0.0013448608078761026, "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": 0.7735180063173175, "total_loss": 0.02816225630886038}
{"data_time": 0.006908431649208069, "eta_seconds": 16900.711031666957, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.056904646268415085, "fast_rcnn/fg_cls_accuracy": 0.9430953537315849, "iteration": 9699, "loss_box_reg": 0.007841393759008497, "loss_cls": 0.01787544589024037, "loss_rpn_cls": 0.00028098745406168746, "loss_rpn_loc": 0.00126032031403156, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.75969572737813, "total_loss": 0.028315915252562718}
{"data_time": 0.00655914843082428, "eta_seconds": 16885.554122979753, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07294900221729489, "fast_rcnn/fg_cls_accuracy": 0.927050997782705, "iteration": 9719, "loss_box_reg": 0.008118976547848433, "loss_cls": 0.01734475023113191, "loss_rpn_cls": 0.0003655150544545904, "loss_rpn_loc": 0.0014799170530750416, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.756451659835875, "total_loss": 0.028499284714939677}
{"data_time": 0.007120281457901001, "eta_seconds": 16876.162644689903, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.0754985754985755, "fast_rcnn/fg_cls_accuracy": 0.9245014245014245, "iteration": 9739, "loss_box_reg": 0.0077225721324793994, "loss_cls": 0.016109669115394354, "loss_rpn_cls": 0.00029109481374689494, "loss_rpn_loc": 0.0012913614409626462, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7499358812347054, "total_loss": 0.025979523479691125}
{"data_time": 0.00704363826662302, "eta_seconds": 16866.805444393307, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.09184574624668826, "fast_rcnn/fg_cls_accuracy": 0.9081542537533117, "iteration": 9759, "loss_box_reg": 0.007708174118306488, "loss_cls": 0.016800020064692944, "loss_rpn_cls": 0.0002833029475368676, "loss_rpn_loc": 0.0015622946521034464, "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": 0.7673279559239745, "total_loss": 0.02621699605106187}
{"data_time": 0.007604137063026428, "eta_seconds": 16855.85184900742, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.06559139784946236, "fast_rcnn/fg_cls_accuracy": 0.9344086021505376, "iteration": 9779, "loss_box_reg": 0.007861883786972612, "loss_cls": 0.018305642472114414, "loss_rpn_cls": 0.00027017089360015234, "loss_rpn_loc": 0.0014188587956596166, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7341176439076662, "total_loss": 0.02851770502911677}
{"data_time": 0.00767932552844286, "eta_seconds": 16836.470827344805, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.061596385542168675, "fast_rcnn/fg_cls_accuracy": 0.9384036144578314, "iteration": 9799, "loss_box_reg": 0.007976296881679446, "loss_cls": 0.017130173568148166, "loss_rpn_cls": 0.0003226684987112094, "loss_rpn_loc": 0.001529704786662478, "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": 0.7502524582669139, "total_loss": 0.02717607803242572}
{"data_time": 0.0071916738525033, "eta_seconds": 16821.303518820554, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.0848458904109589, "fast_rcnn/fg_cls_accuracy": 0.9151541095890411, "iteration": 9819, "loss_box_reg": 0.007987989287357777, "loss_cls": 0.01762378728017211, "loss_rpn_cls": 0.0002943786685136729, "loss_rpn_loc": 0.00136583127459744, "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": 0.7469306383281946, "total_loss": 0.028596361357358546}
{"data_time": 0.0062385788187384605, "eta_seconds": 16800.352202011272, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.0518628912071535, "fast_rcnn/fg_cls_accuracy": 0.9481371087928465, "iteration": 9839, "loss_box_reg": 0.007786636066157371, "loss_cls": 0.017849738767836243, "loss_rpn_cls": 0.0003798593174906273, "loss_rpn_loc": 0.0012174895382486284, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.752970227971673, "total_loss": 0.029314047395928355}
{"data_time": 0.006808753125369549, "eta_seconds": 16790.968901772052, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.041477272727272724, "fast_rcnn/fg_cls_accuracy": 0.9585227272727272, "iteration": 9859, "loss_box_reg": 0.008068226685281843, "loss_cls": 0.016170657705515623, "loss_rpn_cls": 0.0002669684163265629, "loss_rpn_loc": 0.0016034879226936027, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7656520754098892, "total_loss": 0.027984223390831175}
{"data_time": 0.00644775852560997, "eta_seconds": 16779.64932713937, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.07046703296703297, "fast_rcnn/fg_cls_accuracy": 0.9295329670329671, "iteration": 9879, "loss_box_reg": 0.007863221282605082, "loss_cls": 0.01775573700433597, "loss_rpn_cls": 0.0002629098074180547, "loss_rpn_loc": 0.0017638496137806214, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7470430284738541, "total_loss": 0.028419871390042317}
{"data_time": 0.007548266090452671, "eta_seconds": 16766.973609907553, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06274509803921569, "fast_rcnn/fg_cls_accuracy": 0.9372549019607843, "iteration": 9899, "loss_box_reg": 0.007667503668926656, "loss_cls": 0.017131306929513812, "loss_rpn_cls": 0.0002719438589338097, "loss_rpn_loc": 0.0014311982522485778, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7642058664932847, "total_loss": 0.02576925246103201}
{"data_time": 0.00729562621563673, "eta_seconds": 16751.800564697012, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.0998218690052069, "fast_rcnn/fg_cls_accuracy": 0.9001781309947932, "iteration": 9919, "loss_box_reg": 0.00823889026651159, "loss_cls": 0.016856063215527683, "loss_rpn_cls": 0.0003606936306823627, "loss_rpn_loc": 0.0014362007495947182, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7460793238133192, "total_loss": 0.027166274788442024}
{"data_time": 0.007182571105659008, "eta_seconds": 16739.92871259898, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.045454545454545456, "fast_rcnn/fg_cls_accuracy": 0.9545454545454546, "iteration": 9939, "loss_box_reg": 0.007676688372157514, "loss_cls": 0.019831423473078758, "loss_rpn_cls": 0.0003616099946839313, "loss_rpn_loc": 0.0014204614999471232, "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": 0.7811205489560962, "total_loss": 0.02968769576750674}
{"data_time": 0.007126081734895706, "eta_seconds": 16724.752674601972, "fast_rcnn/cls_accuracy": 0.996337890625, "fast_rcnn/false_negative": 0.05103359173126615, "fast_rcnn/fg_cls_accuracy": 0.9489664082687339, "iteration": 9959, "loss_box_reg": 0.00783436675556004, "loss_cls": 0.01727198006119579, "loss_rpn_cls": 0.0002963824433663831, "loss_rpn_loc": 0.0013867862762708683, "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": 0.7561486847698689, "total_loss": 0.027500187275563803}
{"data_time": 0.006629535928368568, "eta_seconds": 16710.12175663933, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.08067632850241546, "fast_rcnn/fg_cls_accuracy": 0.9193236714975845, "iteration": 9979, "loss_box_reg": 0.007589335029479116, "loss_cls": 0.016226793930400163, "loss_rpn_cls": 0.00018919373462722433, "loss_rpn_loc": 0.0012688197166426107, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.755471121519804, "total_loss": 0.02632974920561537}
{"data_time": 0.007550743408501148, "eta_seconds": 16698.094971139915, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.08882783882783883, "fast_rcnn/fg_cls_accuracy": 0.9111721611721612, "iteration": 9999, "loss_box_reg": 0.007840701728127897, "loss_cls": 0.018530864792410284, "loss_rpn_cls": 0.00036819900014961604, "loss_rpn_loc": 0.0012478522112360224, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7651323564350605, "total_loss": 0.028719587269279145}
{"data_time": 0.0069821616634726524, "eta_seconds": 16675.93533864431, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.06369685167153522, "fast_rcnn/fg_cls_accuracy": 0.9363031483284647, "iteration": 10019, "loss_box_reg": 0.008046417555306107, "loss_cls": 0.017001422587782145, "loss_rpn_cls": 0.0003448808326993458, "loss_rpn_loc": 0.001476988625654485, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7496156543493271, "total_loss": 0.02802590884266465}
{"data_time": 0.006922610104084015, "eta_seconds": 16648.73131665401, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.040808823529411765, "fast_rcnn/fg_cls_accuracy": 0.9591911764705883, "iteration": 10039, "loss_box_reg": 0.00808859191602096, "loss_cls": 0.018217704782728106, "loss_rpn_cls": 0.0004411344785921756, "loss_rpn_loc": 0.0013620094250654802, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7460415279492736, "total_loss": 0.027710786598845516}
{"data_time": 0.0065914336591959, "eta_seconds": 16633.404324539006, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.06926406926406926, "fast_rcnn/fg_cls_accuracy": 0.9307359307359307, "iteration": 10059, "loss_box_reg": 0.007846461376175284, "loss_cls": 0.017051066795829684, "loss_rpn_cls": 0.0002796909457174479, "loss_rpn_loc": 0.001331855273747351, "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": 0.7569376034662127, "total_loss": 0.027478023431285692}
{"data_time": 0.006812790408730507, "eta_seconds": 16618.242386318743, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.048725490196078435, "fast_rcnn/fg_cls_accuracy": 0.9512745098039216, "iteration": 10079, "loss_box_reg": 0.008044712769333273, "loss_cls": 0.017099530203267932, "loss_rpn_cls": 0.0002529772457364743, "loss_rpn_loc": 0.0013974149915156886, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7583442647010088, "total_loss": 0.027829688568772326}
{"data_time": 0.00700601190328598, "eta_seconds": 16599.131180754863, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.09301509301509302, "fast_rcnn/fg_cls_accuracy": 0.906984906984907, "iteration": 10099, "loss_box_reg": 0.007995552208740264, "loss_cls": 0.01799472264247015, "loss_rpn_cls": 0.0003563051748187718, "loss_rpn_loc": 0.0012202551224618219, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7550438418984413, "total_loss": 0.02770223100014846}
{"data_time": 0.006596674211323261, "eta_seconds": 16583.972849006765, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.051666666666666666, "fast_rcnn/fg_cls_accuracy": 0.9483333333333333, "iteration": 10119, "loss_box_reg": 0.007725253643002361, "loss_cls": 0.017634397372603416, "loss_rpn_cls": 0.000585980363212002, "loss_rpn_loc": 0.0012886300319223665, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7528257537633181, "total_loss": 0.027333547087437182}
{"data_time": 0.006914696656167507, "eta_seconds": 16564.863097423688, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.07371556217423678, "fast_rcnn/fg_cls_accuracy": 0.9262844378257632, "iteration": 10139, "loss_box_reg": 0.008072485215961933, "loss_cls": 0.016976838989648968, "loss_rpn_cls": 0.0002381085223532864, "loss_rpn_loc": 0.0013808367002638988, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.757360833697021, "total_loss": 0.0270694659648143}
{"data_time": 0.0067776162177324295, "eta_seconds": 16553.65618551057, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.08874824191279887, "fast_rcnn/fg_cls_accuracy": 0.911251758087201, "iteration": 10159, "loss_box_reg": 0.0077347803162410855, "loss_cls": 0.016970020136795938, "loss_rpn_cls": 0.00030709354109603737, "loss_rpn_loc": 0.0013524159730877727, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7533671902492642, "total_loss": 0.026248961101373425}
{"data_time": 0.006296849809587002, "eta_seconds": 16543.97951360233, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.046010975094976786, "fast_rcnn/fg_cls_accuracy": 0.9539890249050232, "iteration": 10179, "loss_box_reg": 0.007990889193024486, "loss_cls": 0.01716005289927125, "loss_rpn_cls": 0.0002640270727738425, "loss_rpn_loc": 0.001332467931206338, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7639348898082972, "total_loss": 0.027517041273313225}
{"data_time": 0.007364761084318161, "eta_seconds": 16528.81615764834, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.059985632183908046, "fast_rcnn/fg_cls_accuracy": 0.9400143678160919, "iteration": 10199, "loss_box_reg": 0.007743129332084209, "loss_cls": 0.01703316898783669, "loss_rpn_cls": 0.0004214700747979805, "loss_rpn_loc": 0.001306033107539406, "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": 0.7497820360586047, "total_loss": 0.027564804524445208}
{"data_time": 0.007133474573493004, "eta_seconds": 16515.05125903897, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.06458333333333333, "fast_rcnn/fg_cls_accuracy": 0.9354166666666667, "iteration": 10219, "loss_box_reg": 0.0077278648968786, "loss_cls": 0.015987571328878403, "loss_rpn_cls": 0.00023534156184723543, "loss_rpn_loc": 0.0011208135183551349, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7655761744827032, "total_loss": 0.02628820004906629}
{"data_time": 0.007076638750731945, "eta_seconds": 16506.575155186467, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.08512820512820513, "fast_rcnn/fg_cls_accuracy": 0.9148717948717948, "iteration": 10239, "loss_box_reg": 0.007986914599314332, "loss_cls": 0.017163064039777964, "loss_rpn_cls": 0.00020627686717489269, "loss_rpn_loc": 0.001418549960362725, "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": 0.7666512737050653, "total_loss": 0.026172946782708095}
{"data_time": 0.007041852921247482, "eta_seconds": 16483.326089786366, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.05886876281613124, "fast_rcnn/fg_cls_accuracy": 0.9411312371838687, "iteration": 10259, "loss_box_reg": 0.007588336069602519, "loss_cls": 0.018360047019086778, "loss_rpn_cls": 0.0002798374935082393, "loss_rpn_loc": 0.0013034611838520505, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7592901634052396, "total_loss": 0.02779171805241276}
{"data_time": 0.007134981453418732, "eta_seconds": 16466.623004116118, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05371304974765681, "fast_rcnn/fg_cls_accuracy": 0.9462869502523432, "iteration": 10279, "loss_box_reg": 0.007979475543834269, "loss_cls": 0.018055811524391174, "loss_rpn_cls": 0.0001824008240873809, "loss_rpn_loc": 0.0014352888247231022, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7639359887689352, "total_loss": 0.02882033592914013}
{"data_time": 0.00742978323251009, "eta_seconds": 16452.999377878383, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.04182692307692308, "fast_rcnn/fg_cls_accuracy": 0.958173076923077, "iteration": 10299, "loss_box_reg": 0.007781305816024542, "loss_cls": 0.017350803362205625, "loss_rpn_cls": 0.0003562780054835457, "loss_rpn_loc": 0.0014098456158535555, "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": 0.7608061982318759, "total_loss": 0.027178109043234144}
{"data_time": 0.007760174572467804, "eta_seconds": 16436.299127675593, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06000595592614651, "fast_rcnn/fg_cls_accuracy": 0.9399940440738535, "iteration": 10319, "loss_box_reg": 0.007621180382557213, "loss_cls": 0.018124017340596765, "loss_rpn_cls": 0.0003032261233784084, "loss_rpn_loc": 0.0012934939004480839, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7532885726541281, "total_loss": 0.027531377596915263}
{"data_time": 0.006854181177914143, "eta_seconds": 16411.774684244767, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06476250261560995, "fast_rcnn/fg_cls_accuracy": 0.93523749738439, "iteration": 10339, "loss_box_reg": 0.007668680045753717, "loss_cls": 0.015901232894975692, "loss_rpn_cls": 0.00019863878947035118, "loss_rpn_loc": 0.001439930943888612, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7551979823037982, "total_loss": 0.025386900513012733}
{"data_time": 0.006967570632696152, "eta_seconds": 16392.937746914104, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.045917471466198415, "fast_rcnn/fg_cls_accuracy": 0.9540825285338015, "iteration": 10359, "loss_box_reg": 0.007629737432580441, "loss_cls": 0.016640922345686704, "loss_rpn_cls": 0.0002395118062850088, "loss_rpn_loc": 0.0012591609120136127, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7588235596194863, "total_loss": 0.02600163016973056}
{"data_time": 0.007700447924435139, "eta_seconds": 16380.651134071872, "fast_rcnn/cls_accuracy": 0.995849609375, "fast_rcnn/false_negative": 0.033242753623188404, "fast_rcnn/fg_cls_accuracy": 0.9667572463768116, "iteration": 10379, "loss_box_reg": 0.0075952879269607365, "loss_cls": 0.017378740711137652, "loss_rpn_cls": 0.0003437789609961328, "loss_rpn_loc": 0.0013972941815154627, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7568294033408165, "total_loss": 0.028146031400638094}
{"data_time": 0.006903402507305145, "eta_seconds": 16367.851780222729, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.07964135021097046, "fast_rcnn/fg_cls_accuracy": 0.9203586497890295, "iteration": 10399, "loss_box_reg": 0.007668166363146156, "loss_cls": 0.015600364073179662, "loss_rpn_cls": 0.0002652137509357999, "loss_rpn_loc": 0.0011762783251469955, "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": 0.753690960817039, "total_loss": 0.025686887686561022}
{"data_time": 0.007024101912975311, "eta_seconds": 16349.479676205665, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.0938080495356037, "fast_rcnn/fg_cls_accuracy": 0.9061919504643963, "iteration": 10419, "loss_box_reg": 0.007467218150850385, "loss_cls": 0.016644398565404117, "loss_rpn_cls": 0.00041526536992364527, "loss_rpn_loc": 0.0014661413006251678, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.7559415521100163, "total_loss": 0.026450155045722568}
{"data_time": 0.0078079914674162865, "eta_seconds": 16321.354295024648, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.06266233766233766, "fast_rcnn/fg_cls_accuracy": 0.9373376623376624, "iteration": 10439, "loss_box_reg": 0.007828134519513696, "loss_cls": 0.01654375420184806, "loss_rpn_cls": 0.00030224886199903267, "loss_rpn_loc": 0.0016181353275896981, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7489760778844357, "total_loss": 0.026718895596332004}
{"data_time": 0.00708375871181488, "eta_seconds": 16310.463304345496, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.03361581920903955, "fast_rcnn/fg_cls_accuracy": 0.9663841807909604, "iteration": 10459, "loss_box_reg": 0.0076271464349702, "loss_cls": 0.017446622485294938, "loss_rpn_cls": 0.00030621999121649424, "loss_rpn_loc": 0.0013048550026724115, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7616082914173603, "total_loss": 0.026572135283231546}
{"data_time": 0.007558340206742287, "eta_seconds": 16299.912530839443, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06975806451612904, "fast_rcnn/fg_cls_accuracy": 0.9302419354838709, "iteration": 10479, "loss_box_reg": 0.007682994299102575, "loss_cls": 0.018631512648425996, "loss_rpn_cls": 0.00026703493404056644, "loss_rpn_loc": 0.001430217467714101, "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": 0.7683834852650762, "total_loss": 0.028255849744482475}
{"data_time": 0.008676616474986076, "eta_seconds": 16284.764617145061, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.05463386727688787, "fast_rcnn/fg_cls_accuracy": 0.9453661327231122, "iteration": 10499, "loss_box_reg": 0.007459227985236794, "loss_cls": 0.016378680418711156, "loss_rpn_cls": 0.00025508170801913366, "loss_rpn_loc": 0.0014914278945070691, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7504200460389256, "total_loss": 0.02603359407521566}
{"data_time": 0.007615991868078709, "eta_seconds": 16272.60099973157, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.08862179487179486, "fast_rcnn/fg_cls_accuracy": 0.9113782051282051, "iteration": 10519, "loss_box_reg": 0.007655899797100574, "loss_cls": 0.015977898437995464, "loss_rpn_cls": 0.00021349295229811105, "loss_rpn_loc": 0.0013381741227931343, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7725037457421422, "total_loss": 0.026074150653585093}
{"data_time": 0.007540862075984478, "eta_seconds": 16260.241747776046, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.0847723704866562, "fast_rcnn/fg_cls_accuracy": 0.9152276295133438, "iteration": 10539, "loss_box_reg": 0.0073049276834353805, "loss_cls": 0.017568445182405412, "loss_rpn_cls": 0.00037530212648562156, "loss_rpn_loc": 0.0013668517422047444, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.766537256538868, "total_loss": 0.027719137712665542}
{"data_time": 0.0076337577775120735, "eta_seconds": 16245.088454129174, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06186651367374259, "fast_rcnn/fg_cls_accuracy": 0.9381334863262574, "iteration": 10559, "loss_box_reg": 0.007889754546340555, "loss_cls": 0.01933865196770057, "loss_rpn_cls": 0.00021380056386988144, "loss_rpn_loc": 0.0012769902823492885, "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": 0.7576012425124645, "total_loss": 0.02852925946990581}
{"data_time": 0.007305731065571308, "eta_seconds": 16230.277799342759, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.07281724991162955, "fast_rcnn/fg_cls_accuracy": 0.9271827500883705, "iteration": 10579, "loss_box_reg": 0.007449963770341128, "loss_cls": 0.0171948786592111, "loss_rpn_cls": 0.00015831692485335225, "loss_rpn_loc": 0.001433451907359995, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.763882327824831, "total_loss": 0.025639331249749375}
{"data_time": 0.007753029465675354, "eta_seconds": 16219.930124617182, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.09605263157894736, "fast_rcnn/fg_cls_accuracy": 0.9039473684210526, "iteration": 10599, "loss_box_reg": 0.007353830791544169, "loss_cls": 0.017837569233961403, "loss_rpn_cls": 0.000226112577593085, "loss_rpn_loc": 0.0015749073863844387, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.770948932506144, "total_loss": 0.026347032435182882}
{"data_time": 0.007910313084721565, "eta_seconds": 16212.993696617894, "fast_rcnn/cls_accuracy": 0.9951171875, "fast_rcnn/false_negative": 0.050505050505050504, "fast_rcnn/fg_cls_accuracy": 0.9494949494949495, "iteration": 10619, "loss_box_reg": 0.00786599173443392, "loss_cls": 0.019071218965109438, "loss_rpn_cls": 0.00023201523185889528, "loss_rpn_loc": 0.0013288697555253748, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.7580469818785787, "total_loss": 0.029664120405527683}
{"data_time": 0.00793587975203991, "eta_seconds": 16200.66551894322, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.08784298780487805, "fast_rcnn/fg_cls_accuracy": 0.9121570121951219, "iteration": 10639, "loss_box_reg": 0.007517188438214362, "loss_cls": 0.017275106569286436, "loss_rpn_cls": 0.00020851565477641998, "loss_rpn_loc": 0.0011523222201503813, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7462055152282119, "total_loss": 0.027680752348942406}
{"data_time": 0.008257337845861912, "eta_seconds": 16185.497066605836, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.07810867293625914, "fast_rcnn/fg_cls_accuracy": 0.9218913270637408, "iteration": 10659, "loss_box_reg": 0.007846853754017502, "loss_cls": 0.017022882704623044, "loss_rpn_cls": 0.00022231712250686542, "loss_rpn_loc": 0.001404256050591357, "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": 0.7467989418655634, "total_loss": 0.02660633267078083}
{"data_time": 0.008472471497952938, "eta_seconds": 16170.790144211613, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.04220875221762271, "fast_rcnn/fg_cls_accuracy": 0.9577912477823773, "iteration": 10679, "loss_box_reg": 0.007312845147680491, "loss_cls": 0.018014443514402956, "loss_rpn_cls": 0.00014846568569737428, "loss_rpn_loc": 0.001280603464692831, "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": 0.7633954836055636, "total_loss": 0.027222394837963293}
{"data_time": 0.008047591894865036, "eta_seconds": 16155.621258939616, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.07450856055802156, "fast_rcnn/fg_cls_accuracy": 0.9254914394419784, "iteration": 10699, "loss_box_reg": 0.007599419506732374, "loss_cls": 0.017794056911952794, "loss_rpn_cls": 0.0003196679479060549, "loss_rpn_loc": 0.001156787053332664, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7594374883919954, "total_loss": 0.02851541005566105}
{"data_time": 0.007871441543102264, "eta_seconds": 16141.124828658998, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.08168128097598171, "fast_rcnn/fg_cls_accuracy": 0.9183187190240183, "iteration": 10719, "loss_box_reg": 0.007559944351669401, "loss_cls": 0.016008750768378377, "loss_rpn_cls": 0.00027888366435036005, "loss_rpn_loc": 0.001348523081105668, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7587853539735079, "total_loss": 0.02603010079701562}
{"data_time": 0.008271606639027596, "eta_seconds": 16129.691870271228, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.09516256938937351, "fast_rcnn/fg_cls_accuracy": 0.9048374306106265, "iteration": 10739, "loss_box_reg": 0.0074829403311014175, "loss_cls": 0.016958908701781183, "loss_rpn_cls": 0.00023942490633999114, "loss_rpn_loc": 0.001461363244743552, "lr": 0.001, "roi_head/num_bg_samples": 491.375, "roi_head/num_fg_samples": 20.625, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7673253929242492, "total_loss": 0.026190419103386375}
{"data_time": 0.008322449401021004, "eta_seconds": 16112.46299035754, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.04822076978939724, "fast_rcnn/fg_cls_accuracy": 0.9517792302106027, "iteration": 10759, "loss_box_reg": 0.007525444554630667, "loss_cls": 0.01733066071756184, "loss_rpn_cls": 0.00032518613647880557, "loss_rpn_loc": 0.0015924712206469849, "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": 0.7487830575555563, "total_loss": 0.02689918620399112}
{"data_time": 0.007901173084974289, "eta_seconds": 16102.224037718028, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06469979296066253, "fast_rcnn/fg_cls_accuracy": 0.9353002070393375, "iteration": 10779, "loss_box_reg": 0.007209999312181026, "loss_cls": 0.01744709984632209, "loss_rpn_cls": 0.00023920763214846374, "loss_rpn_loc": 0.0014350143319461495, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.125, "rpn/num_pos_anchors": 5.875, "time": 0.7819163948297501, "total_loss": 0.027841743264616525}
{"data_time": 0.007907656952738762, "eta_seconds": 16085.790814748034, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.09022556390977443, "fast_rcnn/fg_cls_accuracy": 0.9097744360902256, "iteration": 10799, "loss_box_reg": 0.00723495107376948, "loss_cls": 0.017512013262603432, "loss_rpn_cls": 0.00032323728692063014, "loss_rpn_loc": 0.0015127692968235351, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7472163364291191, "total_loss": 0.027020599508716714}
{"data_time": 0.00864070188254118, "eta_seconds": 16072.692710266449, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06274586939417781, "fast_rcnn/fg_cls_accuracy": 0.9372541306058222, "iteration": 10819, "loss_box_reg": 0.007705089577939361, "loss_cls": 0.018231158785056323, "loss_rpn_cls": 0.00045750996105198283, "loss_rpn_loc": 0.0012754711278830655, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7627720106393099, "total_loss": 0.027730048867965706}
{"data_time": 0.007828018628060818, "eta_seconds": 16058.099637979642, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06291547958214624, "fast_rcnn/fg_cls_accuracy": 0.9370845204178537, "iteration": 10839, "loss_box_reg": 0.007364830933511257, "loss_cls": 0.018641683738678694, "loss_rpn_cls": 0.00024895368733268697, "loss_rpn_loc": 0.0012417712241585832, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7510397676378489, "total_loss": 0.02803525839772192}
{"data_time": 0.007856403477489948, "eta_seconds": 16041.521058451384, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06201996927803379, "fast_rcnn/fg_cls_accuracy": 0.9379800307219661, "iteration": 10859, "loss_box_reg": 0.007482540619093925, "loss_cls": 0.01684856356587261, "loss_rpn_cls": 0.00029214600090199383, "loss_rpn_loc": 0.0012275457265786827, "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": 0.756927733309567, "total_loss": 0.026483897711841564}
{"data_time": 0.008729350753128529, "eta_seconds": 16029.370867058635, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.06103896103896103, "fast_rcnn/fg_cls_accuracy": 0.938961038961039, "iteration": 10879, "loss_box_reg": 0.007050579239148647, "loss_cls": 0.01719981513451785, "loss_rpn_cls": 0.000294735897227838, "loss_rpn_loc": 0.0012983174456167035, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7658583018928766, "total_loss": 0.026152670138799294}
{"data_time": 0.007915291003882885, "eta_seconds": 16011.169568818063, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.062114197530864196, "fast_rcnn/fg_cls_accuracy": 0.9378858024691358, "iteration": 10899, "loss_box_reg": 0.007251344679389149, "loss_cls": 0.01673082320485264, "loss_rpn_cls": 0.00030429858816205524, "loss_rpn_loc": 0.0012900802612421103, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7458649966865778, "total_loss": 0.026896418564092528}
{"data_time": 0.008762350305914879, "eta_seconds": 15994.743463313207, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.08062770562770563, "fast_rcnn/fg_cls_accuracy": 0.9193722943722944, "iteration": 10919, "loss_box_reg": 0.007323410478420556, "loss_cls": 0.01625309814698994, "loss_rpn_cls": 0.0003789233737734321, "loss_rpn_loc": 0.001212719696923159, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7497831573709846, "total_loss": 0.025389202198084604}
{"data_time": 0.0077335042878985405, "eta_seconds": 15975.923122259788, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.07185886402753872, "fast_rcnn/fg_cls_accuracy": 0.9281411359724613, "iteration": 10939, "loss_box_reg": 0.007427226228173822, "loss_cls": 0.01744154590414837, "loss_rpn_cls": 0.0002900065739481761, "loss_rpn_loc": 0.001202863517391961, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7538095768541098, "total_loss": 0.026917443698494026}
{"data_time": 0.008087052032351494, "eta_seconds": 15958.425750403665, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.0544995544995545, "fast_rcnn/fg_cls_accuracy": 0.9455004455004454, "iteration": 10959, "loss_box_reg": 0.0073636717279441655, "loss_cls": 0.017987851577345282, "loss_rpn_cls": 0.00027495388758325134, "loss_rpn_loc": 0.001275881746551022, "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": 0.748822957277298, "total_loss": 0.02774484336509886}
{"data_time": 0.008281515911221504, "eta_seconds": 15945.580929349177, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.04697802197802198, "fast_rcnn/fg_cls_accuracy": 0.953021978021978, "iteration": 10979, "loss_box_reg": 0.007548553170636296, "loss_cls": 0.018000969314016402, "loss_rpn_cls": 0.00024882950174287544, "loss_rpn_loc": 0.0011674029228743166, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7617042064666748, "total_loss": 0.027228203836330067}
{"data_time": 0.007551346905529499, "eta_seconds": 15928.087979859672, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.05923076923076923, "fast_rcnn/fg_cls_accuracy": 0.9407692307692308, "iteration": 10999, "loss_box_reg": 0.007579775294288993, "loss_cls": 0.015651953232008964, "loss_rpn_cls": 0.0002925086189407011, "loss_rpn_loc": 0.001476110403018538, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7547807870432734, "total_loss": 0.025320448320599098}
{"data_time": 0.008207567036151886, "eta_seconds": 15917.269419602118, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04330524344569288, "fast_rcnn/fg_cls_accuracy": 0.9566947565543071, "iteration": 11019, "loss_box_reg": 0.00786590768257156, "loss_cls": 0.01638680516043678, "loss_rpn_cls": 0.00033323434990961687, "loss_rpn_loc": 0.00133888498385204, "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": 0.763525053858757, "total_loss": 0.02604566786499163}
{"data_time": 0.00860916543751955, "eta_seconds": 15904.939355101436, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06479405996077334, "fast_rcnn/fg_cls_accuracy": 0.9352059400392266, "iteration": 11039, "loss_box_reg": 0.00725917995441705, "loss_cls": 0.017475722066592425, "loss_rpn_cls": 0.00032605900230464613, "loss_rpn_loc": 0.001314088178332895, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7520479559898376, "total_loss": 0.02759349612756523}
{"data_time": 0.007170809432864189, "eta_seconds": 15891.1518604476, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06854460093896714, "fast_rcnn/fg_cls_accuracy": 0.9314553990610328, "iteration": 11059, "loss_box_reg": 0.0075110255274921656, "loss_cls": 0.01762011938262731, "loss_rpn_cls": 0.00026601968966133427, "loss_rpn_loc": 0.0015121826181712095, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.763177003711462, "total_loss": 0.028169492097958937}
{"data_time": 0.007732945494353771, "eta_seconds": 15879.417433503084, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.06333172999839666, "fast_rcnn/fg_cls_accuracy": 0.9366682700016034, "iteration": 11079, "loss_box_reg": 0.007162330497521907, "loss_cls": 0.017043166095390916, "loss_rpn_cls": 0.00024202790086746973, "loss_rpn_loc": 0.0014124718945822679, "lr": 0.001, "roi_head/num_bg_samples": 491.375, "roi_head/num_fg_samples": 20.625, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7877703439444304, "total_loss": 0.027432978410161013}
{"data_time": 0.007755323313176632, "eta_seconds": 15864.237071729265, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.10614235318530815, "fast_rcnn/fg_cls_accuracy": 0.8938576468146918, "iteration": 11099, "loss_box_reg": 0.007435104169417173, "loss_cls": 0.017648626177106053, "loss_rpn_cls": 0.0002604743590381986, "loss_rpn_loc": 0.0014110935080680065, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7495896844193339, "total_loss": 0.027502924067107415}
{"data_time": 0.007413466461002827, "eta_seconds": 15850.506557618268, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05278898316873, "fast_rcnn/fg_cls_accuracy": 0.94721101683127, "iteration": 11119, "loss_box_reg": 0.0075295945862308145, "loss_cls": 0.017408075218554586, "loss_rpn_cls": 0.000320872362863156, "loss_rpn_loc": 0.0011510414187796414, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7700459016487002, "total_loss": 0.02686755935246765}
{"data_time": 0.007235110737383366, "eta_seconds": 15835.324807167985, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.050316455696202536, "fast_rcnn/fg_cls_accuracy": 0.9496835443037974, "iteration": 11139, "loss_box_reg": 0.007895494985859841, "loss_cls": 0.01753355748951435, "loss_rpn_cls": 0.00015820200439975451, "loss_rpn_loc": 0.001236673713719938, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7584349093958735, "total_loss": 0.027471950753920282}
{"data_time": 0.008478756062686443, "eta_seconds": 15832.518289276399, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.0838008415147265, "fast_rcnn/fg_cls_accuracy": 0.9161991584852734, "iteration": 11159, "loss_box_reg": 0.007548183260951191, "loss_cls": 0.017170684062875807, "loss_rpn_cls": 0.00024218629914685152, "loss_rpn_loc": 0.0013802670218865387, "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": 0.767817479558289, "total_loss": 0.026309290485642123}
{"data_time": 0.007769016548991203, "eta_seconds": 15814.843420780264, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.06744956338452274, "fast_rcnn/fg_cls_accuracy": 0.9325504366154773, "iteration": 11179, "loss_box_reg": 0.007674000458791852, "loss_cls": 0.018074469291605055, "loss_rpn_cls": 0.0001979844391826191, "loss_rpn_loc": 0.001343187592283357, "lr": 0.001, "roi_head/num_bg_samples": 491.375, "roi_head/num_fg_samples": 20.625, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7619937611743808, "total_loss": 0.028918975467718155}
{"data_time": 0.008421853184700012, "eta_seconds": 15802.131036669947, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.0768152509111298, "fast_rcnn/fg_cls_accuracy": 0.9231847490888703, "iteration": 11199, "loss_box_reg": 0.007244495674967766, "loss_cls": 0.01635428809095174, "loss_rpn_cls": 0.00024540289405194926, "loss_rpn_loc": 0.0014569576233043335, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7590691996738315, "total_loss": 0.025497308375236116}
{"data_time": 0.008367613889276981, "eta_seconds": 15786.937410366721, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06250976715111736, "fast_rcnn/fg_cls_accuracy": 0.9374902328488826, "iteration": 11219, "loss_box_reg": 0.007494583027437329, "loss_cls": 0.01751781237544492, "loss_rpn_cls": 0.0003101881834481901, "loss_rpn_loc": 0.0011322407917759847, "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": 0.761723686940968, "total_loss": 0.027521869189058634}
{"data_time": 0.008561796508729458, "eta_seconds": 15760.205413965508, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.09138342277877162, "fast_rcnn/fg_cls_accuracy": 0.9086165772212283, "iteration": 11239, "loss_box_reg": 0.007246352906804532, "loss_cls": 0.016886146331671625, "loss_rpn_cls": 0.00030921789721105597, "loss_rpn_loc": 0.0013570208539022133, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7563372366130352, "total_loss": 0.025829926568519568}
{"data_time": 0.008160458877682686, "eta_seconds": 15749.245348906144, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.07246376811594203, "fast_rcnn/fg_cls_accuracy": 0.927536231884058, "iteration": 11259, "loss_box_reg": 0.0075415902538225055, "loss_cls": 0.015632972586899996, "loss_rpn_cls": 0.0006309497335905689, "loss_rpn_loc": 0.0014094768121140078, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7653693286702037, "total_loss": 0.026168262143414722}
{"data_time": 0.007790818810462952, "eta_seconds": 15729.840392215177, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.07001633986928105, "fast_rcnn/fg_cls_accuracy": 0.929983660130719, "iteration": 11279, "loss_box_reg": 0.007621912518516183, "loss_cls": 0.01768175035249442, "loss_rpn_cls": 0.0002963671939824053, "loss_rpn_loc": 0.0011978645889030304, "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": 0.7544890874996781, "total_loss": 0.027380092886573948}
{"data_time": 0.00842988584190607, "eta_seconds": 15723.69596338179, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.056809024979854954, "fast_rcnn/fg_cls_accuracy": 0.943190975020145, "iteration": 11299, "loss_box_reg": 0.007449291122611612, "loss_cls": 0.017425755446311086, "loss_rpn_cls": 0.00029637829175044317, "loss_rpn_loc": 0.0013648296226165257, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7734589856117964, "total_loss": 0.027029510187617234}
{"data_time": 0.007962767034769058, "eta_seconds": 15710.969278850593, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.07692307692307693, "fast_rcnn/fg_cls_accuracy": 0.9230769230769231, "iteration": 11319, "loss_box_reg": 0.007145034382119775, "loss_cls": 0.017578048340510577, "loss_rpn_cls": 0.00023211280654322763, "loss_rpn_loc": 0.001233749237144366, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7587132705375552, "total_loss": 0.027061626063414224}
{"data_time": 0.008475152775645256, "eta_seconds": 15695.775652547367, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.08615221987315011, "fast_rcnn/fg_cls_accuracy": 0.9138477801268499, "iteration": 11339, "loss_box_reg": 0.007564110564999282, "loss_cls": 0.017860362073406577, "loss_rpn_cls": 0.00025215640698661446, "loss_rpn_loc": 0.0013367136962187942, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7547252112999558, "total_loss": 0.02722244593769574}
{"data_time": 0.008875026367604733, "eta_seconds": 15682.564173258841, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.08920454545454545, "fast_rcnn/fg_cls_accuracy": 0.9107954545454545, "iteration": 11359, "loss_box_reg": 0.007660687144380063, "loss_cls": 0.017861398635432124, "loss_rpn_cls": 0.00028905958379255026, "loss_rpn_loc": 0.0012472797752707265, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7649481818079948, "total_loss": 0.02843569599656348}
{"data_time": 0.007818596437573433, "eta_seconds": 15665.388399940915, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08418843283582089, "fast_rcnn/fg_cls_accuracy": 0.9158115671641791, "iteration": 11379, "loss_box_reg": 0.0073592475964687765, "loss_cls": 0.01604624086758122, "loss_rpn_cls": 0.00033761833674361696, "loss_rpn_loc": 0.0012391991258482449, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7584167094901204, "total_loss": 0.026304494284659086}
{"data_time": 0.008098452351987362, "eta_seconds": 15650.19477363769, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06814677767499229, "fast_rcnn/fg_cls_accuracy": 0.9318532223250078, "iteration": 11399, "loss_box_reg": 0.0070895839016884565, "loss_cls": 0.017133876506704837, "loss_rpn_cls": 0.00028490429053817934, "loss_rpn_loc": 0.0013833260454703122, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7620061719790101, "total_loss": 0.02702500994746515}
{"data_time": 0.008469592779874802, "eta_seconds": 15642.154112776741, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.09332688588007737, "fast_rcnn/fg_cls_accuracy": 0.9066731141199227, "iteration": 11419, "loss_box_reg": 0.007528517569880933, "loss_cls": 0.01572921551996842, "loss_rpn_cls": 0.0003119062289442809, "loss_rpn_loc": 0.0013693896580662113, "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": 0.7682055300101638, "total_loss": 0.02573114620895467}
{"data_time": 0.007524159736931324, "eta_seconds": 15633.161252590828, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.07195723684210525, "fast_rcnn/fg_cls_accuracy": 0.9280427631578947, "iteration": 11439, "loss_box_reg": 0.0071066205855458975, "loss_cls": 0.018649030360393226, "loss_rpn_cls": 0.0002126142740053183, "loss_rpn_loc": 0.0011643379693850875, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7595618953928351, "total_loss": 0.027969930372364615}
{"data_time": 0.008102699182927608, "eta_seconds": 15615.211371447891, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.12313849590469099, "fast_rcnn/fg_cls_accuracy": 0.8768615040953089, "iteration": 11459, "loss_box_reg": 0.0073229349800385535, "loss_cls": 0.017656606389209628, "loss_rpn_cls": 0.00023191939590105903, "loss_rpn_loc": 0.0013964758545625955, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7605905570089817, "total_loss": 0.027958907894571894}
{"data_time": 0.007967658340930939, "eta_seconds": 15593.38055057358, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.08032036613272311, "fast_rcnn/fg_cls_accuracy": 0.9196796338672768, "iteration": 11479, "loss_box_reg": 0.007526838220655918, "loss_cls": 0.017195313586853445, "loss_rpn_cls": 0.00028891743977510487, "loss_rpn_loc": 0.0012289493897696957, "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": 0.746665651910007, "total_loss": 0.02603129819908645}
{"data_time": 0.007667095400393009, "eta_seconds": 15579.55419331044, "fast_rcnn/cls_accuracy": 0.988525390625, "fast_rcnn/false_negative": 0.09429824561403508, "fast_rcnn/fg_cls_accuracy": 0.9057017543859649, "iteration": 11499, "loss_box_reg": 0.007417594897560775, "loss_cls": 0.017833651218097657, "loss_rpn_cls": 0.00035802709817289724, "loss_rpn_loc": 0.0014115193043835461, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7614702293649316, "total_loss": 0.02844825746069546}
{"data_time": 0.007925964891910553, "eta_seconds": 15564.355369649827, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06565656565656566, "fast_rcnn/fg_cls_accuracy": 0.9343434343434343, "iteration": 11519, "loss_box_reg": 0.007230920426081866, "loss_cls": 0.01824527618009597, "loss_rpn_cls": 0.0001456172074085771, "loss_rpn_loc": 0.0011341653298586607, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7679357575252652, "total_loss": 0.026572630845976164}
{"data_time": 0.007699010893702507, "eta_seconds": 15544.343472359702, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.09301075268817205, "fast_rcnn/fg_cls_accuracy": 0.906989247311828, "iteration": 11539, "loss_box_reg": 0.007217886100988835, "loss_cls": 0.01702268229564652, "loss_rpn_cls": 0.00029662168890354224, "loss_rpn_loc": 0.0010975681434501894, "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": 0.7537450511008501, "total_loss": 0.02572826903792702}
{"data_time": 0.008939816616475582, "eta_seconds": 15532.590606416576, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.0696594427244582, "fast_rcnn/fg_cls_accuracy": 0.9303405572755419, "iteration": 11559, "loss_box_reg": 0.007335667964071035, "loss_cls": 0.017801319132559, "loss_rpn_cls": 0.00036463006608755677, "loss_rpn_loc": 0.0013801428212900646, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.752843365073204, "total_loss": 0.02802922630962712}
{"data_time": 0.008471613749861717, "eta_seconds": 15515.41315741092, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.040313852813852816, "fast_rcnn/fg_cls_accuracy": 0.9596861471861472, "iteration": 11579, "loss_box_reg": 0.007304426981136203, "loss_cls": 0.018347890814766288, "loss_rpn_cls": 0.0003018502129634726, "loss_rpn_loc": 0.0014689467061543837, "lr": 0.001, "roi_head/num_bg_samples": 491.375, "roi_head/num_fg_samples": 20.625, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7635365454480052, "total_loss": 0.027494747203320458}
{"data_time": 0.00871503259986639, "eta_seconds": 15495.827319885604, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.04493628437290409, "fast_rcnn/fg_cls_accuracy": 0.9550637156270958, "iteration": 11599, "loss_box_reg": 0.007670069811865687, "loss_cls": 0.01664618670474738, "loss_rpn_cls": 0.00023151777168095578, "loss_rpn_loc": 0.0012852383006247692, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7557822074741125, "total_loss": 0.025625887166825123}
{"data_time": 0.008122554048895836, "eta_seconds": 15486.998148298822, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.0608294930875576, "fast_rcnn/fg_cls_accuracy": 0.9391705069124423, "iteration": 11619, "loss_box_reg": 0.0073571185930632055, "loss_cls": 0.01855872798478231, "loss_rpn_cls": 0.0002528073723624402, "loss_rpn_loc": 0.001143186462286394, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.764674081467092, "total_loss": 0.02794697624148057}
{"data_time": 0.008046568371355534, "eta_seconds": 15473.162427686155, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08220736737306215, "fast_rcnn/fg_cls_accuracy": 0.9177926326269379, "iteration": 11639, "loss_box_reg": 0.007299221295397729, "loss_cls": 0.019067117013037205, "loss_rpn_cls": 0.0002622133115437464, "loss_rpn_loc": 0.0013696636742679402, "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": 0.7690467843785882, "total_loss": 0.029229322897663224}
{"data_time": 0.008558519184589386, "eta_seconds": 15456.60317622032, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.07577497129735936, "fast_rcnn/fg_cls_accuracy": 0.9242250287026407, "iteration": 11659, "loss_box_reg": 0.007166437106207013, "loss_cls": 0.017421345924958587, "loss_rpn_cls": 0.00028968181595701026, "loss_rpn_loc": 0.0012334573875705246, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7536578709259629, "total_loss": 0.027233175168703383}
{"data_time": 0.008208643645048141, "eta_seconds": 15435.062348286621, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.07608247422680411, "fast_rcnn/fg_cls_accuracy": 0.923917525773196, "iteration": 11679, "loss_box_reg": 0.0073147835792042315, "loss_cls": 0.017612320312764496, "loss_rpn_cls": 0.00020307743614011997, "loss_rpn_loc": 0.001219163190398831, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 250.125, "rpn/num_pos_anchors": 5.875, "time": 0.7503736484795809, "total_loss": 0.02722406397526811}
{"data_time": 0.007635428570210934, "eta_seconds": 15422.790520129725, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06534695615155385, "fast_rcnn/fg_cls_accuracy": 0.9346530438484462, "iteration": 11699, "loss_box_reg": 0.007246002904139459, "loss_cls": 0.016241963836364448, "loss_rpn_cls": 0.00034311295598854485, "loss_rpn_loc": 0.0013100567739456892, "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": 0.7674725251272321, "total_loss": 0.0259637436245157}
{"data_time": 0.00839874055236578, "eta_seconds": 15407.596401100978, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1133011911514464, "fast_rcnn/fg_cls_accuracy": 0.8866988088485537, "iteration": 11719, "loss_box_reg": 0.0076098579447716475, "loss_cls": 0.01790654065553099, "loss_rpn_cls": 0.0004580223640004988, "loss_rpn_loc": 0.0013228999232524075, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.7512113219127059, "total_loss": 0.02838990186683077}
{"data_time": 0.008145115338265896, "eta_seconds": 15386.512310273945, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.0579309188464118, "fast_rcnn/fg_cls_accuracy": 0.9420690811535881, "iteration": 11739, "loss_box_reg": 0.007177095161750913, "loss_cls": 0.017093068396206945, "loss_rpn_cls": 0.00021366284545365488, "loss_rpn_loc": 0.0012349717362667434, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7688149148598313, "total_loss": 0.02835316319612957}
{"data_time": 0.008636916056275368, "eta_seconds": 15377.208163043484, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.0652544177134341, "fast_rcnn/fg_cls_accuracy": 0.9347455822865659, "iteration": 11759, "loss_box_reg": 0.007295249786693603, "loss_cls": 0.016956718172878027, "loss_rpn_cls": 0.00034916274535135017, "loss_rpn_loc": 0.0013690618725377135, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7583750551566482, "total_loss": 0.025234255749865042}
{"data_time": 0.008076983503997326, "eta_seconds": 15346.304462542757, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.04900590245417832, "fast_rcnn/fg_cls_accuracy": 0.9509940975458216, "iteration": 11779, "loss_box_reg": 0.0072505209245719016, "loss_cls": 0.016637543973047286, "loss_rpn_cls": 0.00016094677062028495, "loss_rpn_loc": 0.001232284506841097, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7467525359243155, "total_loss": 0.02617891112208781}
{"data_time": 0.009104646742343903, "eta_seconds": 15334.431269914843, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04383322764743183, "fast_rcnn/fg_cls_accuracy": 0.9561667723525682, "iteration": 11799, "loss_box_reg": 0.007272787275724113, "loss_cls": 0.01616771792760119, "loss_rpn_cls": 0.00026177994118370407, "loss_rpn_loc": 0.0011695573994074948, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7587938150390983, "total_loss": 0.026011495304828713}
{"data_time": 0.008494619280099869, "eta_seconds": 15332.628595501184, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.06962025316455697, "fast_rcnn/fg_cls_accuracy": 0.9303797468354431, "iteration": 11819, "loss_box_reg": 0.006935670622624457, "loss_cls": 0.01783702551620081, "loss_rpn_cls": 0.00016912577439143206, "loss_rpn_loc": 0.001166979673143942, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7700068783015013, "total_loss": 0.027376534928407636}
{"data_time": 0.007715433835983276, "eta_seconds": 15323.557422495447, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.06831831831831832, "fast_rcnn/fg_cls_accuracy": 0.9316816816816818, "iteration": 11839, "loss_box_reg": 0.006958228710573167, "loss_cls": 0.014464084582868963, "loss_rpn_cls": 0.000379510270818173, "loss_rpn_loc": 0.0013474010083882604, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7727899625897408, "total_loss": 0.023644473742479022}
{"data_time": 0.008286663331091404, "eta_seconds": 15308.356234635226, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.08546339766997044, "fast_rcnn/fg_cls_accuracy": 0.9145366023300295, "iteration": 11859, "loss_box_reg": 0.007560008612927049, "loss_cls": 0.01781753374962136, "loss_rpn_cls": 0.00027745076886276365, "loss_rpn_loc": 0.0012173922077636234, "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": 0.7532884795218706, "total_loss": 0.026872924406234233}
{"data_time": 0.008479876443743706, "eta_seconds": 15293.155046775006, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06784335355763926, "fast_rcnn/fg_cls_accuracy": 0.9321566464423607, "iteration": 11879, "loss_box_reg": 0.00719922233838588, "loss_cls": 0.0169360643485561, "loss_rpn_cls": 0.0002668105198608828, "loss_rpn_loc": 0.0011422200113884173, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7620966006070375, "total_loss": 0.025799863926977196}
{"data_time": 0.008275198750197887, "eta_seconds": 15282.277886045165, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.12251449875724937, "fast_rcnn/fg_cls_accuracy": 0.8774855012427507, "iteration": 11899, "loss_box_reg": 0.006935942394193262, "loss_cls": 0.018106470233760774, "loss_rpn_cls": 0.00027145352555635327, "loss_rpn_loc": 0.0011919037788175046, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7752573853358626, "total_loss": 0.027027772547626228}
{"data_time": 0.008255811408162117, "eta_seconds": 15267.072395884432, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.0724879495736003, "fast_rcnn/fg_cls_accuracy": 0.9275120504263996, "iteration": 11919, "loss_box_reg": 0.0073566867504268885, "loss_cls": 0.017325366497971117, "loss_rpn_cls": 0.0002467197062969717, "loss_rpn_loc": 0.001281570948776789, "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": 0.7568124793469906, "total_loss": 0.025557451592703728}
{"data_time": 0.007981560193002224, "eta_seconds": 15257.00762399286, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.08562271062271062, "fast_rcnn/fg_cls_accuracy": 0.9143772893772893, "iteration": 11939, "loss_box_reg": 0.007207687885966152, "loss_cls": 0.016023920034058392, "loss_rpn_cls": 0.00020928819776599994, "loss_rpn_loc": 0.0012978721933905035, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7687615416944027, "total_loss": 0.025112675409218355}
{"data_time": 0.007634240202605724, "eta_seconds": 15250.505890442058, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08383534136546184, "fast_rcnn/fg_cls_accuracy": 0.9161646586345381, "iteration": 11959, "loss_box_reg": 0.007327786064706743, "loss_cls": 0.01719130465062335, "loss_rpn_cls": 0.00025015377741510747, "loss_rpn_loc": 0.001124643600633135, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7764856200665236, "total_loss": 0.026518196261008598}
{"data_time": 0.008463592268526554, "eta_seconds": 15232.895979281515, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.05984970477724101, "fast_rcnn/fg_cls_accuracy": 0.940150295222759, "iteration": 11979, "loss_box_reg": 0.007172308920416981, "loss_cls": 0.016518753953278065, "loss_rpn_cls": 0.0002827133971550211, "loss_rpn_loc": 0.0013522728841053322, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7612677803263068, "total_loss": 0.02650601610253034}
{"data_time": 0.008210678584873676, "eta_seconds": 15217.67906106636, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.09523809523809523, "fast_rcnn/fg_cls_accuracy": 0.9047619047619048, "iteration": 11999, "loss_box_reg": 0.007358626287896186, "loss_cls": 0.015472092549316585, "loss_rpn_cls": 0.00039751256969111637, "loss_rpn_loc": 0.0013218244494055398, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7522117933258414, "total_loss": 0.024969728862515694}
{"data_time": 0.009026769548654556, "eta_seconds": 15202.592776320875, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.05723878152636751, "fast_rcnn/fg_cls_accuracy": 0.9427612184736325, "iteration": 12019, "loss_box_reg": 0.007321443757973611, "loss_cls": 0.016469922615215182, "loss_rpn_cls": 0.0002746177983681264, "loss_rpn_loc": 0.0011893720366060734, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7676411950960755, "total_loss": 0.02559001128543059}
{"data_time": 0.007686043158173561, "eta_seconds": 15187.37572734803, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.050316455696202536, "fast_rcnn/fg_cls_accuracy": 0.9496835443037974, "iteration": 12039, "loss_box_reg": 0.007397632754873484, "loss_cls": 0.018367204000242054, "loss_rpn_cls": 0.00029045886776657426, "loss_rpn_loc": 0.0012291495077079162, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.757913064211607, "total_loss": 0.027951843963933243}
{"data_time": 0.00813527312129736, "eta_seconds": 15177.35559790302, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.056428571428571425, "fast_rcnn/fg_cls_accuracy": 0.9435714285714285, "iteration": 12059, "loss_box_reg": 0.006894568097777665, "loss_cls": 0.017627559485845268, "loss_rpn_cls": 0.00023952218907652423, "loss_rpn_loc": 0.0014160995706333779, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7694380339235067, "total_loss": 0.027038256967898633}
{"data_time": 0.00861586444079876, "eta_seconds": 15156.94162940234, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05827702702702703, "fast_rcnn/fg_cls_accuracy": 0.941722972972973, "iteration": 12079, "loss_box_reg": 0.006895889935549349, "loss_cls": 0.017522506939712912, "loss_rpn_cls": 0.00016958857213467127, "loss_rpn_loc": 0.001147279232100118, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7716774865984917, "total_loss": 0.026092115808296512}
{"data_time": 0.008288897573947906, "eta_seconds": 15150.653251758777, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.078397212543554, "fast_rcnn/fg_cls_accuracy": 0.9216027874564461, "iteration": 12099, "loss_box_reg": 0.007004454964771867, "loss_cls": 0.0179689351352863, "loss_rpn_cls": 0.00023523410800407873, "loss_rpn_loc": 0.0012143924250267446, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7632150938734412, "total_loss": 0.02845457922148853}
{"data_time": 0.0086074098944664, "eta_seconds": 15137.250852031633, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.04939024390243903, "fast_rcnn/fg_cls_accuracy": 0.9506097560975609, "iteration": 12119, "loss_box_reg": 0.006907973962370306, "loss_cls": 0.016315258108079433, "loss_rpn_cls": 0.0002498546061815432, "loss_rpn_loc": 0.0012350232937023975, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7663468979299068, "total_loss": 0.026685281638265224}
{"data_time": 0.008672624826431274, "eta_seconds": 15120.201207636856, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.04367869979684326, "fast_rcnn/fg_cls_accuracy": 0.9563213002031568, "iteration": 12139, "loss_box_reg": 0.007253481540828943, "loss_cls": 0.01698013028362766, "loss_rpn_cls": 0.0002204322263423819, "loss_rpn_loc": 0.0012450273861759342, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7590383645147085, "total_loss": 0.026220188614388462}
{"data_time": 0.008831304498016834, "eta_seconds": 15092.435578093864, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.07757936507936508, "fast_rcnn/fg_cls_accuracy": 0.922420634920635, "iteration": 12159, "loss_box_reg": 0.0073236950556747615, "loss_cls": 0.01847533427644521, "loss_rpn_cls": 0.00038600405400757154, "loss_rpn_loc": 0.0011988322439719923, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7590138120576739, "total_loss": 0.027556840129818738}
{"data_time": 0.007866748608648777, "eta_seconds": 15075.870204423554, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.0416988416988417, "fast_rcnn/fg_cls_accuracy": 0.9583011583011583, "iteration": 12179, "loss_box_reg": 0.007171314558945596, "loss_cls": 0.017649905988946557, "loss_rpn_cls": 0.00024037624655193213, "loss_rpn_loc": 0.0013499020569724962, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.753533523529768, "total_loss": 0.027574095163117818}
{"data_time": 0.008061646483838558, "eta_seconds": 15059.831416003406, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.06636779184247539, "fast_rcnn/fg_cls_accuracy": 0.9336322081575246, "iteration": 12199, "loss_box_reg": 0.0067271365551277995, "loss_cls": 0.016622188850305974, "loss_rpn_cls": 0.00015142496067710454, "loss_rpn_loc": 0.0011889582892763428, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.741943160071969, "total_loss": 0.025629073854702256}
{"data_time": 0.009143459610641003, "eta_seconds": 15038.99004347343, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.061868686868686865, "fast_rcnn/fg_cls_accuracy": 0.9381313131313131, "iteration": 12219, "loss_box_reg": 0.00728565186727792, "loss_cls": 0.017039319325704128, "loss_rpn_cls": 0.00043866898033684265, "loss_rpn_loc": 0.001379450666718185, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 249.875, "rpn/num_pos_anchors": 6.125, "time": 0.7510353522375226, "total_loss": 0.027399583797830473}
{"data_time": 0.007887693122029305, "eta_seconds": 15023.332186301239, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.0792149866190901, "fast_rcnn/fg_cls_accuracy": 0.9207850133809099, "iteration": 12239, "loss_box_reg": 0.007090444676578045, "loss_cls": 0.017398978350684047, "loss_rpn_cls": 0.00019700534744515608, "loss_rpn_loc": 0.0013270564450067468, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7579051023349166, "total_loss": 0.02735918301368656}
{"data_time": 0.008346972055733204, "eta_seconds": 15007.574548851699, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.09200367647058824, "fast_rcnn/fg_cls_accuracy": 0.9079963235294117, "iteration": 12259, "loss_box_reg": 0.007146755408030003, "loss_cls": 0.018322665011510253, "loss_rpn_cls": 0.0002543902710385737, "loss_rpn_loc": 0.001280477074033115, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7705113040283322, "total_loss": 0.02800386111084663}
{"data_time": 0.007942127995193005, "eta_seconds": 14991.449909098446, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.08990384615384615, "fast_rcnn/fg_cls_accuracy": 0.9100961538461538, "iteration": 12279, "loss_box_reg": 0.00723310251487419, "loss_cls": 0.016093622136395425, "loss_rpn_cls": 0.0002777199764523175, "loss_rpn_loc": 0.0011142638759338297, "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": 0.7547400994226336, "total_loss": 0.024822810637488146}
{"data_time": 0.008228176273405552, "eta_seconds": 14973.930101710372, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.04006410256410256, "fast_rcnn/fg_cls_accuracy": 0.9599358974358975, "iteration": 12299, "loss_box_reg": 0.007266429194714874, "loss_cls": 0.016083364200312644, "loss_rpn_cls": 0.0002775006367983224, "loss_rpn_loc": 0.0012914890539832413, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7598280673846602, "total_loss": 0.02651382065141661}
{"data_time": 0.007914619520306587, "eta_seconds": 14959.843907123432, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.12419109250095166, "fast_rcnn/fg_cls_accuracy": 0.8758089074990483, "iteration": 12319, "loss_box_reg": 0.007052592758554965, "loss_cls": 0.01676426234189421, "loss_rpn_cls": 0.0004202821364742704, "loss_rpn_loc": 0.0014400806394405663, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7659176951274276, "total_loss": 0.02638374789057707}
{"data_time": 0.00835633184760809, "eta_seconds": 14946.756658982486, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.054883720930232555, "fast_rcnn/fg_cls_accuracy": 0.9451162790697674, "iteration": 12339, "loss_box_reg": 0.007243242580443621, "loss_cls": 0.017610290669836104, "loss_rpn_cls": 0.00022891396156410337, "loss_rpn_loc": 0.001277328388823662, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7668287176638842, "total_loss": 0.026551878250984373}
{"data_time": 0.008498516865074635, "eta_seconds": 14930.635751970112, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05564154155703452, "fast_rcnn/fg_cls_accuracy": 0.9443584584429654, "iteration": 12359, "loss_box_reg": 0.00695200206246227, "loss_cls": 0.0165626477682963, "loss_rpn_cls": 0.0002739819478847494, "loss_rpn_loc": 0.0014026600983925164, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.755703516304493, "total_loss": 0.025621381315886538}
{"data_time": 0.00766668189316988, "eta_seconds": 14916.347714047879, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.08531665994352561, "fast_rcnn/fg_cls_accuracy": 0.9146833400564744, "iteration": 12379, "loss_box_reg": 0.007055297610349953, "loss_cls": 0.01695740537252277, "loss_rpn_cls": 0.0003616484150370525, "loss_rpn_loc": 0.0012203748665342573, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7601297702640295, "total_loss": 0.025520443805362447}
{"data_time": 0.0077075595036149025, "eta_seconds": 14901.691927720793, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.07923832923832924, "fast_rcnn/fg_cls_accuracy": 0.9207616707616708, "iteration": 12399, "loss_box_reg": 0.007183346257079393, "loss_cls": 0.01711926778079942, "loss_rpn_cls": 0.000223949998144235, "loss_rpn_loc": 0.001139982334279921, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7651632530614734, "total_loss": 0.02616869514542941}
{"data_time": 0.00914950855076313, "eta_seconds": 14876.12811647728, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.052289815447710185, "fast_rcnn/fg_cls_accuracy": 0.9477101845522897, "iteration": 12419, "loss_box_reg": 0.00704410916659981, "loss_cls": 0.01623297418700531, "loss_rpn_cls": 0.00017218995662915404, "loss_rpn_loc": 0.001292567318159854, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7460256721824408, "total_loss": 0.025458580880126647}
{"data_time": 0.008355754427611828, "eta_seconds": 14860.933664593846, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.054411764705882354, "fast_rcnn/fg_cls_accuracy": 0.9455882352941176, "iteration": 12439, "loss_box_reg": 0.007277347438503057, "loss_cls": 0.015831284341402352, "loss_rpn_cls": 0.00020552892283376423, "loss_rpn_loc": 0.00108162598189665, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7602086225524545, "total_loss": 0.024309395106229204}
{"data_time": 0.007958419620990753, "eta_seconds": 14842.663749822415, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.06105733432613552, "fast_rcnn/fg_cls_accuracy": 0.9389426656738644, "iteration": 12459, "loss_box_reg": 0.00728390458971262, "loss_cls": 0.01779502403223887, "loss_rpn_cls": 0.00019934548436140176, "loss_rpn_loc": 0.001268774525669869, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7485977346077561, "total_loss": 0.02647994289191047}
{"data_time": 0.009056419134140015, "eta_seconds": 14838.2253397163, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06135531135531135, "fast_rcnn/fg_cls_accuracy": 0.9386446886446886, "iteration": 12479, "loss_box_reg": 0.007128670171368867, "loss_cls": 0.01701248623430729, "loss_rpn_cls": 0.00016762843188189436, "loss_rpn_loc": 0.001112804951844737, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.775394992902875, "total_loss": 0.026446042850921003}
{"data_time": 0.007890325970947742, "eta_seconds": 14824.210976995528, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.10001369112814895, "fast_rcnn/fg_cls_accuracy": 0.8999863088718509, "iteration": 12499, "loss_box_reg": 0.007161831192206591, "loss_cls": 0.016955822065938264, "loss_rpn_cls": 0.0001880860511391802, "loss_rpn_loc": 0.0013106961378070991, "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": 0.7607060251757503, "total_loss": 0.026523068574761055}
{"data_time": 0.00758390873670578, "eta_seconds": 14807.820697864518, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.09440706476030278, "fast_rcnn/fg_cls_accuracy": 0.9055929352396972, "iteration": 12519, "loss_box_reg": 0.006719843368045986, "loss_cls": 0.017350113135762513, "loss_rpn_cls": 0.0003514186546453857, "loss_rpn_loc": 0.0011017529322998598, "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": 0.757275365293026, "total_loss": 0.026132341691095462}
{"data_time": 0.008248934522271156, "eta_seconds": 14796.990904994309, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06757990867579908, "fast_rcnn/fg_cls_accuracy": 0.9324200913242009, "iteration": 12539, "loss_box_reg": 0.006833777297288179, "loss_cls": 0.01802003476768732, "loss_rpn_cls": 0.00027968878885076265, "loss_rpn_loc": 0.0009731600002851337, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7715621180832386, "total_loss": 0.026363612673776515}
{"data_time": 0.009177025407552719, "eta_seconds": 14783.827968430705, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.07965871337964361, "fast_rcnn/fg_cls_accuracy": 0.9203412866203564, "iteration": 12559, "loss_box_reg": 0.0070952706155367196, "loss_cls": 0.01718679501209408, "loss_rpn_cls": 0.000254025397453006, "loss_rpn_loc": 0.0011215062841074541, "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": 0.7639820920303464, "total_loss": 0.025971920355914335}
{"data_time": 0.008000661619007587, "eta_seconds": 14773.85492034629, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.051245937161430125, "fast_rcnn/fg_cls_accuracy": 0.9487540628385699, "iteration": 12579, "loss_box_reg": 0.006826804077718407, "loss_cls": 0.017082781763747334, "loss_rpn_cls": 0.00023701321811131493, "loss_rpn_loc": 0.0014487182415905409, "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": 0.7768549947068095, "total_loss": 0.02558024537631809}
{"data_time": 0.008000421337783337, "eta_seconds": 14765.729298186488, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.09275184275184276, "fast_rcnn/fg_cls_accuracy": 0.9072481572481572, "iteration": 12599, "loss_box_reg": 0.0068738695699721575, "loss_cls": 0.01752693473827094, "loss_rpn_cls": 0.00025447911548326374, "loss_rpn_loc": 0.001213829658809118, "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": 0.7755801249295473, "total_loss": 0.02642313858268608}
{"data_time": 0.007845067419111729, "eta_seconds": 14756.554437061772, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.03869047619047619, "fast_rcnn/fg_cls_accuracy": 0.9613095238095238, "iteration": 12619, "loss_box_reg": 0.006916176527738571, "loss_cls": 0.01724295795429498, "loss_rpn_cls": 0.00023962537727584277, "loss_rpn_loc": 0.0013578709913417697, "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": 0.7670857785269618, "total_loss": 0.027216825095365493}
{"data_time": 0.008333069272339344, "eta_seconds": 14741.326580462977, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.08121456008779952, "fast_rcnn/fg_cls_accuracy": 0.9187854399122004, "iteration": 12639, "loss_box_reg": 0.006863462156616151, "loss_cls": 0.01874453783966601, "loss_rpn_cls": 0.000202878277605123, "loss_rpn_loc": 0.0011405200202716514, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7612397642806172, "total_loss": 0.02766629809116239}
{"data_time": 0.00859310943633318, "eta_seconds": 14723.617797302082, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04924242424242424, "fast_rcnn/fg_cls_accuracy": 0.9507575757575758, "iteration": 12659, "loss_box_reg": 0.007065284647978842, "loss_cls": 0.01702513050986454, "loss_rpn_cls": 0.0002631101924635004, "loss_rpn_loc": 0.0016170038288692012, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.739630245603621, "total_loss": 0.027283622045160882}
{"data_time": 0.008362526074051857, "eta_seconds": 14708.392506161705, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.06369685167153522, "fast_rcnn/fg_cls_accuracy": 0.9363031483284647, "iteration": 12679, "loss_box_reg": 0.006867893796879798, "loss_cls": 0.016817455703858286, "loss_rpn_cls": 0.00019354601204213395, "loss_rpn_loc": 0.0012611530764843337, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7416081335395575, "total_loss": 0.024734507437926823}
{"data_time": 0.008484387770295143, "eta_seconds": 14682.569065321237, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.07112794612794612, "fast_rcnn/fg_cls_accuracy": 0.9288720538720538, "iteration": 12699, "loss_box_reg": 0.00708957074675709, "loss_cls": 0.01916499831713736, "loss_rpn_cls": 0.00015321175004601173, "loss_rpn_loc": 0.0011525183508638293, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7569053899496794, "total_loss": 0.02881751142331268}
{"data_time": 0.008109018206596375, "eta_seconds": 14672.780610029586, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.06369685167153522, "fast_rcnn/fg_cls_accuracy": 0.9363031483284647, "iteration": 12719, "loss_box_reg": 0.007030345965176821, "loss_cls": 0.016569493105635047, "loss_rpn_cls": 0.0002115331404297649, "loss_rpn_loc": 0.0013137321075191721, "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": 0.76165403239429, "total_loss": 0.02543851439128275}
{"data_time": 0.007814999669790268, "eta_seconds": 14665.104118016548, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.06932573599240266, "fast_rcnn/fg_cls_accuracy": 0.9306742640075973, "iteration": 12739, "loss_box_reg": 0.0071550028515048325, "loss_cls": 0.016664337133988738, "loss_rpn_cls": 0.00023093925392458914, "loss_rpn_loc": 0.0013156616187188774, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.769793301820755, "total_loss": 0.02587521031966844}
{"data_time": 0.007904626429080963, "eta_seconds": 14647.491341600195, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.03321805606115762, "fast_rcnn/fg_cls_accuracy": 0.9667819439388423, "iteration": 12759, "loss_box_reg": 0.006714938208460808, "loss_cls": 0.017127226921729743, "loss_rpn_cls": 0.0001994473886952619, "loss_rpn_loc": 0.0011700595496222377, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7520001400262117, "total_loss": 0.025777134768759424}
{"data_time": 0.00797093566507101, "eta_seconds": 14641.296185296029, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05476190476190476, "fast_rcnn/fg_cls_accuracy": 0.9452380952380952, "iteration": 12779, "loss_box_reg": 0.006550400983542204, "loss_cls": 0.01673197327181697, "loss_rpn_cls": 0.0001982407848117873, "loss_rpn_loc": 0.0009603095895727165, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7731314552947879, "total_loss": 0.025563283786141255}
{"data_time": 0.007732764817774296, "eta_seconds": 14626.061498042196, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.08876945885841364, "fast_rcnn/fg_cls_accuracy": 0.9112305411415864, "iteration": 12799, "loss_box_reg": 0.00687409145757556, "loss_cls": 0.01770373119506985, "loss_rpn_cls": 0.0001437422608887573, "loss_rpn_loc": 0.0010172729889745824, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7544084405526519, "total_loss": 0.026117469157270534}
{"data_time": 0.007981858216226101, "eta_seconds": 14606.69395486731, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.07653743315508021, "fast_rcnn/fg_cls_accuracy": 0.9234625668449198, "iteration": 12819, "loss_box_reg": 0.0067446164903230965, "loss_cls": 0.01668067672289908, "loss_rpn_cls": 0.00042561453528833226, "loss_rpn_loc": 0.0012822102216887288, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7643667394295335, "total_loss": 0.026096173537098366}
{"data_time": 0.007657602429389954, "eta_seconds": 14581.460985881276, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04996674426338543, "fast_rcnn/fg_cls_accuracy": 0.9500332557366146, "iteration": 12839, "loss_box_reg": 0.007203961838968098, "loss_cls": 0.01632234815042466, "loss_rpn_cls": 0.00022712604550179094, "loss_rpn_loc": 0.0012522463148343377, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7542568296194077, "total_loss": 0.02481102137699054}
{"data_time": 0.007943199947476387, "eta_seconds": 14574.016730089672, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.0707196029776675, "fast_rcnn/fg_cls_accuracy": 0.9292803970223324, "iteration": 12859, "loss_box_reg": 0.007015869079623371, "loss_cls": 0.015837664192076772, "loss_rpn_cls": 0.00024067903677860158, "loss_rpn_loc": 0.0013170270322007127, "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": 0.7623280389234424, "total_loss": 0.02458347879246503}
{"data_time": 0.00798477791249752, "eta_seconds": 14558.788668096997, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.054212454212454214, "fast_rcnn/fg_cls_accuracy": 0.9457875457875458, "iteration": 12879, "loss_box_reg": 0.007160196371842176, "loss_cls": 0.017540001368615776, "loss_rpn_cls": 0.00018171059082305874, "loss_rpn_loc": 0.0011306167070870288, "lr": 0.001, "roi_head/num_bg_samples": 490.875, "roi_head/num_fg_samples": 21.125, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7690082350745797, "total_loss": 0.026178053233707033}
{"data_time": 0.008797159418463707, "eta_seconds": 14531.399647274986, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.07855990318676886, "fast_rcnn/fg_cls_accuracy": 0.9214400968132311, "iteration": 12899, "loss_box_reg": 0.006838926288764924, "loss_cls": 0.016422353452071548, "loss_rpn_cls": 0.00039777644406058243, "loss_rpn_loc": 0.0012770200555678457, "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": 0.7538119433447719, "total_loss": 0.026394412926947552}
{"data_time": 0.007931922562420368, "eta_seconds": 14525.689012477174, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.05495169082125603, "fast_rcnn/fg_cls_accuracy": 0.9450483091787439, "iteration": 12919, "loss_box_reg": 0.006992415350396186, "loss_cls": 0.01802296459209174, "loss_rpn_cls": 0.0002881693631024973, "loss_rpn_loc": 0.0011850807568407618, "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": 0.7595246266573668, "total_loss": 0.02639200514363438}
{"data_time": 0.0075264181941747665, "eta_seconds": 14500.96898993291, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06350267379679145, "fast_rcnn/fg_cls_accuracy": 0.9364973262032086, "iteration": 12939, "loss_box_reg": 0.006671585550066084, "loss_cls": 0.01660731603624299, "loss_rpn_cls": 0.0002572220873844344, "loss_rpn_loc": 0.0012968688388355076, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7590205864980817, "total_loss": 0.02605874309392675}
{"data_time": 0.008039228618144989, "eta_seconds": 14484.783046100289, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04385403329065301, "fast_rcnn/fg_cls_accuracy": 0.956145966709347, "iteration": 12959, "loss_box_reg": 0.006879607477458194, "loss_cls": 0.016231066605541855, "loss_rpn_cls": 0.0001664192027419631, "loss_rpn_loc": 0.001229075169248972, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.762340871617198, "total_loss": 0.02472083281236337}
{"data_time": 0.007883109152317047, "eta_seconds": 14467.138299630024, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.08069767441860465, "fast_rcnn/fg_cls_accuracy": 0.9193023255813954, "iteration": 12979, "loss_box_reg": 0.0069041873211972415, "loss_cls": 0.016349602083209902, "loss_rpn_cls": 0.00018830082092335942, "loss_rpn_loc": 0.0009967151236196514, "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": 0.7505804235115647, "total_loss": 0.02540230390832221}
{"data_time": 0.008362972177565098, "eta_seconds": 14463.278887162916, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.08017057569296375, "fast_rcnn/fg_cls_accuracy": 0.9198294243070362, "iteration": 12999, "loss_box_reg": 0.0063122984720394015, "loss_cls": 0.01577442034613341, "loss_rpn_cls": 0.0002659444025994162, "loss_rpn_loc": 0.0012427500114426948, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7686892040073872, "total_loss": 0.023394157046141117}
{"data_time": 0.008134682662785053, "eta_seconds": 14439.140118587762, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.07408671901672925, "fast_rcnn/fg_cls_accuracy": 0.9259132809832707, "iteration": 13019, "loss_box_reg": 0.006811119499616325, "loss_cls": 0.019788067205809057, "loss_rpn_cls": 0.00019453434379101964, "loss_rpn_loc": 0.0010786974671646021, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7600659690797329, "total_loss": 0.02807578322540394}
{"data_time": 0.00752436276525259, "eta_seconds": 14434.33726563491, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.07201542588866533, "fast_rcnn/fg_cls_accuracy": 0.9279845741113346, "iteration": 13039, "loss_box_reg": 0.0070000760606490076, "loss_cls": 0.018414348363876343, "loss_rpn_cls": 0.00020324290653661592, "loss_rpn_loc": 0.0011534900550032035, "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": 0.7725318176671863, "total_loss": 0.0267835599204318}
{"data_time": 0.008784875273704529, "eta_seconds": 14419.111974494532, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05598570577724836, "fast_rcnn/fg_cls_accuracy": 0.9440142942227516, "iteration": 13059, "loss_box_reg": 0.006817232060711831, "loss_cls": 0.017270189069677144, "loss_rpn_cls": 0.0001706159392824702, "loss_rpn_loc": 0.00103767188556958, "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": 0.766692828387022, "total_loss": 0.02728203466654122}
{"data_time": 0.008200675249099731, "eta_seconds": 14401.993828841485, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.056787148594377515, "fast_rcnn/fg_cls_accuracy": 0.9432128514056225, "iteration": 13079, "loss_box_reg": 0.007241704035550356, "loss_cls": 0.01690772018628195, "loss_rpn_cls": 0.00023452977904980798, "loss_rpn_loc": 0.0014177916964399628, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7583824470639229, "total_loss": 0.026909606437925504}
{"data_time": 0.008326265960931778, "eta_seconds": 14387.160372941755, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.047497805092186124, "fast_rcnn/fg_cls_accuracy": 0.9525021949078138, "iteration": 13099, "loss_box_reg": 0.007294751587323844, "loss_cls": 0.01655614114133641, "loss_rpn_cls": 0.00017797750376757904, "loss_rpn_loc": 0.0011967072714469396, "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": 0.7699283352121711, "total_loss": 0.025348931476855796}
{"data_time": 0.007821718230843544, "eta_seconds": 14376.051924184896, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.06298220752637379, "fast_rcnn/fg_cls_accuracy": 0.9370177924736262, "iteration": 13119, "loss_box_reg": 0.006964821775909513, "loss_cls": 0.016464266285765916, "loss_rpn_cls": 0.00018876115427701734, "loss_rpn_loc": 0.0012230911852384452, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7773699825629592, "total_loss": 0.025954023586336916}
{"data_time": 0.0081553403288126, "eta_seconds": 14362.254744518548, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.0518627713749665, "fast_rcnn/fg_cls_accuracy": 0.9481372286250335, "iteration": 13139, "loss_box_reg": 0.007280184072442353, "loss_cls": 0.016720307292416692, "loss_rpn_cls": 0.0002697330843375312, "loss_rpn_loc": 0.0011497841187519953, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7660790337249637, "total_loss": 0.02597446700042383}
{"data_time": 0.007995287887752056, "eta_seconds": 14348.498661095276, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.06049541809851088, "fast_rcnn/fg_cls_accuracy": 0.9395045819014891, "iteration": 13159, "loss_box_reg": 0.006935891811735928, "loss_cls": 0.016240524360910058, "loss_rpn_cls": 0.0002901482876040973, "loss_rpn_loc": 0.0012185501946078148, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.764340559951961, "total_loss": 0.025396756049985925}
{"data_time": 0.007820192724466324, "eta_seconds": 14343.922344377264, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.049002347417840375, "fast_rcnn/fg_cls_accuracy": 0.9509976525821596, "iteration": 13179, "loss_box_reg": 0.006628306058701128, "loss_cls": 0.016798528260551393, "loss_rpn_cls": 0.00016890850793060963, "loss_rpn_loc": 0.0012429225607775152, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7667965581640601, "total_loss": 0.026799795727129094}
{"data_time": 0.007942727766931057, "eta_seconds": 14337.343287860043, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.10241841491841491, "fast_rcnn/fg_cls_accuracy": 0.8975815850815851, "iteration": 13199, "loss_box_reg": 0.007360605872236192, "loss_cls": 0.017176205583382398, "loss_rpn_cls": 0.0002461065669194795, "loss_rpn_loc": 0.00129642357933335, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7678433274850249, "total_loss": 0.026194968780600902}
{"data_time": 0.008524826727807522, "eta_seconds": 14328.264152441174, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.09628146453089245, "fast_rcnn/fg_cls_accuracy": 0.9037185354691075, "iteration": 13219, "loss_box_reg": 0.006707458524033427, "loss_cls": 0.0177715698373504, "loss_rpn_cls": 0.00040627547309668444, "loss_rpn_loc": 0.0013290273054735735, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7663926556706429, "total_loss": 0.026771332082660138}
{"data_time": 0.007969541475176811, "eta_seconds": 14315.861854674295, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05491054434716407, "fast_rcnn/fg_cls_accuracy": 0.945089455652836, "iteration": 13239, "loss_box_reg": 0.0065932562574744225, "loss_cls": 0.01622485724510625, "loss_rpn_cls": 0.0003002805483447446, "loss_rpn_loc": 0.0011885627318406478, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7502414425835013, "total_loss": 0.025492522267541062}
{"data_time": 0.008360096253454685, "eta_seconds": 14300.99077253323, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05074018450976185, "fast_rcnn/fg_cls_accuracy": 0.9492598154902381, "iteration": 13259, "loss_box_reg": 0.006943305081222206, "loss_cls": 0.016958122025243938, "loss_rpn_cls": 0.0002524117826396832, "loss_rpn_loc": 0.0010557959831203334, "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": 0.768204877153039, "total_loss": 0.025730117221428372}
{"data_time": 0.008609875105321407, "eta_seconds": 14288.883292486891, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.08017135862913097, "fast_rcnn/fg_cls_accuracy": 0.919828641370869, "iteration": 13279, "loss_box_reg": 0.007074500375892967, "loss_cls": 0.0166365826735273, "loss_rpn_cls": 0.00020211793287217006, "loss_rpn_loc": 0.0011030401365133002, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7642811350524426, "total_loss": 0.02451488602673635}
{"data_time": 0.007737195119261742, "eta_seconds": 14270.467340971343, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05627705627705628, "fast_rcnn/fg_cls_accuracy": 0.9437229437229437, "iteration": 13299, "loss_box_reg": 0.007237129961140454, "loss_cls": 0.015256634738761932, "loss_rpn_cls": 0.00026124661508220015, "loss_rpn_loc": 0.0010374983685323969, "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": 0.7515625199303031, "total_loss": 0.0245772145049159}
{"data_time": 0.008318468928337097, "eta_seconds": 14254.765941998921, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.059829059829059825, "fast_rcnn/fg_cls_accuracy": 0.9401709401709402, "iteration": 13319, "loss_box_reg": 0.006871973106171936, "loss_cls": 0.01606819179141894, "loss_rpn_cls": 0.00024738018146308605, "loss_rpn_loc": 0.001113626261940226, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7447134498506784, "total_loss": 0.02523297626294152}
{"data_time": 0.008101198822259903, "eta_seconds": 14239.50469694566, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.07609953703703703, "fast_rcnn/fg_cls_accuracy": 0.923900462962963, "iteration": 13339, "loss_box_reg": 0.0067660873755812645, "loss_cls": 0.016874117602128536, "loss_rpn_cls": 0.00012421152405295288, "loss_rpn_loc": 0.0012249146384419873, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7686187960207462, "total_loss": 0.02491802444728819}
{"data_time": 0.007751975208520889, "eta_seconds": 14224.243451892398, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07460545193687232, "fast_rcnn/fg_cls_accuracy": 0.9253945480631276, "iteration": 13359, "loss_box_reg": 0.006903331959620118, "loss_cls": 0.018218752753455192, "loss_rpn_cls": 0.00020376613611006178, "loss_rpn_loc": 0.001225213891302701, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7589870458468795, "total_loss": 0.02641972371384327}
{"data_time": 0.00825287215411663, "eta_seconds": 14207.222272653133, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06696428571428571, "fast_rcnn/fg_cls_accuracy": 0.9330357142857143, "iteration": 13379, "loss_box_reg": 0.006811236322391778, "loss_cls": 0.016987462004180998, "loss_rpn_cls": 0.00017109586721630876, "loss_rpn_loc": 0.0011274440330453217, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7609049677848816, "total_loss": 0.02634276272920033}
{"data_time": 0.007948813959956169, "eta_seconds": 14194.158762066625, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.06415343915343916, "fast_rcnn/fg_cls_accuracy": 0.9358465608465609, "iteration": 13399, "loss_box_reg": 0.00683914904948324, "loss_cls": 0.017160538292955607, "loss_rpn_cls": 0.00022486720558845263, "loss_rpn_loc": 0.0010023113645729609, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7808612808585167, "total_loss": 0.026329229105613194}
{"data_time": 0.008230806328356266, "eta_seconds": 14182.969755620696, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.0773134328358209, "fast_rcnn/fg_cls_accuracy": 0.9226865671641791, "iteration": 13419, "loss_box_reg": 0.006658480444457382, "loss_cls": 0.01540678390301764, "loss_rpn_cls": 0.0001899619364849059, "loss_rpn_loc": 0.0012118682934669778, "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": 0.7659708308055997, "total_loss": 0.023612165333588564}
{"data_time": 0.00826967041939497, "eta_seconds": 14168.334415113553, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.07246376811594203, "fast_rcnn/fg_cls_accuracy": 0.927536231884058, "iteration": 13439, "loss_box_reg": 0.006760063348338008, "loss_cls": 0.016821318538859487, "loss_rpn_cls": 0.00017116507524406188, "loss_rpn_loc": 0.0011093098946730606, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7616900634020567, "total_loss": 0.02618437932278539}
{"data_time": 0.009440163150429726, "eta_seconds": 14152.437556588091, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.05038576602109904, "fast_rcnn/fg_cls_accuracy": 0.9496142339789009, "iteration": 13459, "loss_box_reg": 0.006899884494487196, "loss_cls": 0.017388001433573663, "loss_rpn_cls": 0.00018928701001641457, "loss_rpn_loc": 0.0011724650103133172, "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": 0.7529530711472034, "total_loss": 0.0248139769514637}
{"data_time": 0.008007064461708069, "eta_seconds": 14134.247661020607, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.053001053001053004, "fast_rcnn/fg_cls_accuracy": 0.946998946998947, "iteration": 13479, "loss_box_reg": 0.006822962546721101, "loss_cls": 0.015592686540912837, "loss_rpn_cls": 0.00018945909778267378, "loss_rpn_loc": 0.0012500699012889527, "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": 0.7555974386632442, "total_loss": 0.024079011133153472}
{"data_time": 0.007875063456594944, "eta_seconds": 14118.507436729968, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.08058905380333951, "fast_rcnn/fg_cls_accuracy": 0.9194109461966604, "iteration": 13499, "loss_box_reg": 0.007105167780537158, "loss_cls": 0.01585224474547431, "loss_rpn_cls": 0.00027883832899533445, "loss_rpn_loc": 0.0011834538527182303, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.759399801492691, "total_loss": 0.025210599281308532}
{"data_time": 0.0080089857801795, "eta_seconds": 14100.40678915754, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08633540372670807, "fast_rcnn/fg_cls_accuracy": 0.9136645962732919, "iteration": 13519, "loss_box_reg": 0.006939065060578287, "loss_cls": 0.016940657049417496, "loss_rpn_cls": 0.00016399207333961385, "loss_rpn_loc": 0.0011282784398645163, "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": 0.7514837766066194, "total_loss": 0.025685508293918247}
{"data_time": 0.008201923221349716, "eta_seconds": 14080.254333779216, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06687062937062938, "fast_rcnn/fg_cls_accuracy": 0.9331293706293706, "iteration": 13539, "loss_box_reg": 0.0066951169283129275, "loss_cls": 0.015403700585011393, "loss_rpn_cls": 0.00018441836482452345, "loss_rpn_loc": 0.0012126448127673939, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7508395463228226, "total_loss": 0.024871952247167428}
{"data_time": 0.007978922687470913, "eta_seconds": 14062.813019064255, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.06497056349873843, "fast_rcnn/fg_cls_accuracy": 0.9350294365012615, "iteration": 13559, "loss_box_reg": 0.007113692525308579, "loss_cls": 0.016327191435266286, "loss_rpn_cls": 0.00027103149773211044, "loss_rpn_loc": 0.0012423411026247777, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7594005521386862, "total_loss": 0.02540093984498526}
{"data_time": 0.008060515858232975, "eta_seconds": 14040.782186287455, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.045263023493360574, "fast_rcnn/fg_cls_accuracy": 0.9547369765066395, "iteration": 13579, "loss_box_reg": 0.006960722443182021, "loss_cls": 0.015610752569045871, "loss_rpn_cls": 0.00025948552683985326, "loss_rpn_loc": 0.001185956207336858, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7590707829222083, "total_loss": 0.024184710517147323}
{"data_time": 0.00875205360352993, "eta_seconds": 14025.537864929996, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.04618897084650509, "fast_rcnn/fg_cls_accuracy": 0.9538110291534949, "iteration": 13599, "loss_box_reg": 0.006620764848776162, "loss_cls": 0.016763742081820965, "loss_rpn_cls": 0.00029676691519853193, "loss_rpn_loc": 0.0009470449222135358, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7671234235167503, "total_loss": 0.025312171748737455}
{"data_time": 0.00796255562454462, "eta_seconds": 14009.487118667923, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.059223437061956825, "fast_rcnn/fg_cls_accuracy": 0.9407765629380431, "iteration": 13619, "loss_box_reg": 0.006679141952190548, "loss_cls": 0.0161576964892447, "loss_rpn_cls": 0.00025612977981381846, "loss_rpn_loc": 0.001082212824258022, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7652040841057897, "total_loss": 0.024254619969610758}
{"data_time": 0.008252505213022232, "eta_seconds": 13994.672474711202, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06761695906432749, "fast_rcnn/fg_cls_accuracy": 0.9323830409356726, "iteration": 13639, "loss_box_reg": 0.006637472251895815, "loss_cls": 0.018020597693976015, "loss_rpn_cls": 0.00016056606500569615, "loss_rpn_loc": 0.0010710526621551253, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7672395575791597, "total_loss": 0.026571767911264033}
{"data_time": 0.008081085048615932, "eta_seconds": 13980.178043764085, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.05634920634920634, "fast_rcnn/fg_cls_accuracy": 0.9436507936507936, "iteration": 13659, "loss_box_reg": 0.006602269189897925, "loss_cls": 0.01636722218245268, "loss_rpn_cls": 0.0003144028510178032, "loss_rpn_loc": 0.0012607930111698806, "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": 0.7570756040513515, "total_loss": 0.025908528885793203}
{"data_time": 0.00838771928101778, "eta_seconds": 13964.933315511793, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.07976017441860465, "fast_rcnn/fg_cls_accuracy": 0.9202398255813953, "iteration": 13679, "loss_box_reg": 0.006439107703045011, "loss_cls": 0.01786489231744781, "loss_rpn_cls": 0.00019551926880012616, "loss_rpn_loc": 0.0011953399152844213, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.747750710695982, "total_loss": 0.025878261432126237}
{"data_time": 0.008514911867678165, "eta_seconds": 13949.316258142702, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.07650501672240803, "fast_rcnn/fg_cls_accuracy": 0.923494983277592, "iteration": 13699, "loss_box_reg": 0.006458182644564658, "loss_cls": 0.016982364060822874, "loss_rpn_cls": 0.0002544663705066341, "loss_rpn_loc": 0.0011130086204502732, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7505401000380516, "total_loss": 0.02475618300024962}
{"data_time": 0.0075996797531843185, "eta_seconds": 13931.929038248025, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05178571428571428, "fast_rcnn/fg_cls_accuracy": 0.9482142857142857, "iteration": 13719, "loss_box_reg": 0.006788043829146773, "loss_cls": 0.01715891296043992, "loss_rpn_cls": 0.00036001709236188617, "loss_rpn_loc": 0.0014850581501377746, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7534337872639298, "total_loss": 0.026136857721382967}
{"data_time": 0.008371538482606411, "eta_seconds": 13908.08091596514, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.046505376344086025, "fast_rcnn/fg_cls_accuracy": 0.953494623655914, "iteration": 13739, "loss_box_reg": 0.006671181996352971, "loss_cls": 0.015237487328704447, "loss_rpn_cls": 0.00018901342491517426, "loss_rpn_loc": 0.0012475547555368394, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7590601993724704, "total_loss": 0.02353378435304876}
{"data_time": 0.008752836845815182, "eta_seconds": 13901.445084332488, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05047794734194197, "fast_rcnn/fg_cls_accuracy": 0.949522052658058, "iteration": 13759, "loss_box_reg": 0.0070696352631784976, "loss_cls": 0.018330905819311738, "loss_rpn_cls": 0.00042038410174427554, "loss_rpn_loc": 0.001067259072442539, "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": 0.7784671327099204, "total_loss": 0.026900070924511965}
{"data_time": 0.00796637311577797, "eta_seconds": 13881.310865257867, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05892448512585812, "fast_rcnn/fg_cls_accuracy": 0.9410755148741419, "iteration": 13779, "loss_box_reg": 0.006671137292869389, "loss_cls": 0.0170056011993438, "loss_rpn_cls": 0.00014195049016052508, "loss_rpn_loc": 0.0010937129918602295, "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": 0.7565100789070129, "total_loss": 0.02518493566935831}
{"data_time": 0.008658964186906815, "eta_seconds": 13869.652479146607, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.07144315166360482, "fast_rcnn/fg_cls_accuracy": 0.9285568483363952, "iteration": 13799, "loss_box_reg": 0.007260821992531419, "loss_cls": 0.016744483320508152, "loss_rpn_cls": 0.00016545111634513887, "loss_rpn_loc": 0.0010499698037165217, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.759916216135025, "total_loss": 0.026337795324366198}
{"data_time": 0.007737850770354271, "eta_seconds": 13850.837651130743, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04965517241379311, "fast_rcnn/fg_cls_accuracy": 0.9503448275862069, "iteration": 13819, "loss_box_reg": 0.006565553427208215, "loss_cls": 0.017163633601740003, "loss_rpn_cls": 0.0001502380105193879, "loss_rpn_loc": 0.0010145559936063364, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7538235932588577, "total_loss": 0.025072380857523058}
{"data_time": 0.00793472956866026, "eta_seconds": 13838.769175358117, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.04706533776301218, "fast_rcnn/fg_cls_accuracy": 0.9529346622369879, "iteration": 13839, "loss_box_reg": 0.006649902556091547, "loss_cls": 0.015392982168123126, "loss_rpn_cls": 0.0001723081541058491, "loss_rpn_loc": 0.0010677960563043598, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7536392975598574, "total_loss": 0.023836665212911612}
{"data_time": 0.008885382674634457, "eta_seconds": 13823.930862271227, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.05438311688311688, "fast_rcnn/fg_cls_accuracy": 0.9456168831168832, "iteration": 13859, "loss_box_reg": 0.006708223023451865, "loss_cls": 0.016626064432784915, "loss_rpn_cls": 0.00022370294345819275, "loss_rpn_loc": 0.001122601461247541, "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": 0.7651340747252107, "total_loss": 0.024745026253697233}
{"data_time": 0.008085763081908226, "eta_seconds": 13808.690323312767, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06453291699193339, "fast_rcnn/fg_cls_accuracy": 0.9354670830080667, "iteration": 13879, "loss_box_reg": 0.006771424494218081, "loss_cls": 0.017435078392736614, "loss_rpn_cls": 0.0003690172479764442, "loss_rpn_loc": 0.0012661335713346489, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7589710783213377, "total_loss": 0.02632179316606198}
{"data_time": 0.008881407789885998, "eta_seconds": 13793.048887349665, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.08006535947712418, "fast_rcnn/fg_cls_accuracy": 0.9199346405228759, "iteration": 13899, "loss_box_reg": 0.007003958628047258, "loss_cls": 0.01601521478733048, "loss_rpn_cls": 0.00015977502380337683, "loss_rpn_loc": 0.0010922272049356252, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7491979915648699, "total_loss": 0.024681029962721368}
{"data_time": 0.007873758673667908, "eta_seconds": 13774.654615812935, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.07754763877381939, "fast_rcnn/fg_cls_accuracy": 0.9224523612261806, "iteration": 13919, "loss_box_reg": 0.006589121592696756, "loss_cls": 0.016499487217515707, "loss_rpn_cls": 0.00018531832665757975, "loss_rpn_loc": 0.0012584375508595258, "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": 0.7531323032453656, "total_loss": 0.024862580817966773}
{"data_time": 0.007259964942932129, "eta_seconds": 13765.592016226612, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.08484433800889497, "fast_rcnn/fg_cls_accuracy": 0.915155661991105, "iteration": 13939, "loss_box_reg": 0.006919126491993666, "loss_cls": 0.016834838839713484, "loss_rpn_cls": 0.00032667793317386895, "loss_rpn_loc": 0.0011913977359654382, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7634901478886604, "total_loss": 0.025549010864210686}
{"data_time": 0.008480994962155819, "eta_seconds": 13749.025314754806, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.04463863958431743, "fast_rcnn/fg_cls_accuracy": 0.9553613604156825, "iteration": 13959, "loss_box_reg": 0.006687115412205458, "loss_cls": 0.015533201047219336, "loss_rpn_cls": 0.00017573483955857228, "loss_rpn_loc": 0.001233440219948534, "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": 0.755415334366262, "total_loss": 0.023559758827104815}
{"data_time": 0.00810222141444683, "eta_seconds": 13732.088503338397, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.0801829268292683, "fast_rcnn/fg_cls_accuracy": 0.9198170731707318, "iteration": 13979, "loss_box_reg": 0.006752505956683308, "loss_cls": 0.017235924780834466, "loss_rpn_cls": 0.0002561042831530358, "loss_rpn_loc": 0.0010296923064743169, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7479527508839965, "total_loss": 0.025300717558820907}
{"data_time": 0.008402633480727673, "eta_seconds": 13708.831073900685, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05989956958393113, "fast_rcnn/fg_cls_accuracy": 0.9401004304160688, "iteration": 13999, "loss_box_reg": 0.006715930823702365, "loss_cls": 0.018194711301475763, "loss_rpn_cls": 0.0001827011865316308, "loss_rpn_loc": 0.0009599438635632396, "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": 0.7512721391394734, "total_loss": 0.026206497777366167}
{"data_time": 0.008630724623799324, "eta_seconds": 13694.825198508799, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04969135802469136, "fast_rcnn/fg_cls_accuracy": 0.9503086419753086, "iteration": 14019, "loss_box_reg": 0.00671419792342931, "loss_cls": 0.018024366232566535, "loss_rpn_cls": 0.00018476274402701165, "loss_rpn_loc": 0.0011092270942754112, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7496286015957594, "total_loss": 0.026265363026595878}
{"data_time": 0.008085565641522408, "eta_seconds": 13676.831056619994, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06752484191508581, "fast_rcnn/fg_cls_accuracy": 0.9324751580849142, "iteration": 14039, "loss_box_reg": 0.006629631738178432, "loss_cls": 0.016379841545131058, "loss_rpn_cls": 0.00018203973604613566, "loss_rpn_loc": 0.0013517959232558496, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7615083986893296, "total_loss": 0.02573571410493969}
{"data_time": 0.008325865492224693, "eta_seconds": 13658.338674618863, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08410664309913095, "fast_rcnn/fg_cls_accuracy": 0.915893356900869, "iteration": 14059, "loss_box_reg": 0.006582033820450306, "loss_cls": 0.017537113861180842, "loss_rpn_cls": 0.00029826838363078423, "loss_rpn_loc": 0.0010992022944265045, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7590494649484754, "total_loss": 0.026164952547333087}
{"data_time": 0.008809377439320087, "eta_seconds": 13646.372104319744, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.05406391361447541, "fast_rcnn/fg_cls_accuracy": 0.9459360863855246, "iteration": 14079, "loss_box_reg": 0.0068602070095948875, "loss_cls": 0.01660672773141414, "loss_rpn_cls": 0.00019844612552333274, "loss_rpn_loc": 0.001286597442231141, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7608053088188171, "total_loss": 0.02536848227828159}
{"data_time": 0.008100233972072601, "eta_seconds": 13624.72796124313, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.08615221987315011, "fast_rcnn/fg_cls_accuracy": 0.9138477801268499, "iteration": 14099, "loss_box_reg": 0.006883409223519266, "loss_cls": 0.016763552150223404, "loss_rpn_cls": 0.00020733885867230128, "loss_rpn_loc": 0.0012160859332652763, "lr": 0.001, "roi_head/num_bg_samples": 490.625, "roi_head/num_fg_samples": 21.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7632969366386533, "total_loss": 0.025042564190016492}
{"data_time": 0.008561603724956512, "eta_seconds": 13603.780241182074, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05802469135802469, "fast_rcnn/fg_cls_accuracy": 0.9419753086419753, "iteration": 14119, "loss_box_reg": 0.006915496836882085, "loss_cls": 0.01758428366156295, "loss_rpn_cls": 0.0002420481396256946, "loss_rpn_loc": 0.0010972484305966645, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7597621539607644, "total_loss": 0.026310168143027113}
{"data_time": 0.008188252337276936, "eta_seconds": 13588.564335761592, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.051982331394096096, "fast_rcnn/fg_cls_accuracy": 0.9480176686059039, "iteration": 14139, "loss_box_reg": 0.007068836770486087, "loss_cls": 0.01638911437476054, "loss_rpn_cls": 0.00015602151324856095, "loss_rpn_loc": 0.0011202916830370668, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7586524123325944, "total_loss": 0.02518830481403711}
{"data_time": 0.008432157337665558, "eta_seconds": 13573.34843034111, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06061057334326135, "fast_rcnn/fg_cls_accuracy": 0.9393894266567386, "iteration": 14159, "loss_box_reg": 0.006745787977706641, "loss_cls": 0.016252402972895652, "loss_rpn_cls": 0.00013727065788771142, "loss_rpn_loc": 0.0010258705806336366, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7696386752650142, "total_loss": 0.02408766582948374}
{"data_time": 0.008154965937137604, "eta_seconds": 13548.185534589924, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06030744974379188, "fast_rcnn/fg_cls_accuracy": 0.9396925502562081, "iteration": 14179, "loss_box_reg": 0.006946625362616032, "loss_cls": 0.01781466737156734, "loss_rpn_cls": 0.00032211451082275744, "loss_rpn_loc": 0.0012821877862734254, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7514623226597905, "total_loss": 0.02614596483817877}
{"data_time": 0.00850978959351778, "eta_seconds": 13524.454947848804, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.07128361237950279, "fast_rcnn/fg_cls_accuracy": 0.9287163876204971, "iteration": 14199, "loss_box_reg": 0.006380502134561539, "loss_cls": 0.01535536756273359, "loss_rpn_cls": 0.0002024940813498688, "loss_rpn_loc": 0.001366356729704421, "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": 0.7572006965056062, "total_loss": 0.02322707421717496}
{"data_time": 0.008042644709348679, "eta_seconds": 13502.955037079751, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.08501367053998632, "fast_rcnn/fg_cls_accuracy": 0.9149863294600137, "iteration": 14219, "loss_box_reg": 0.006949830712983385, "loss_cls": 0.01784472563304007, "loss_rpn_cls": 0.00014382512631527788, "loss_rpn_loc": 0.0010658695682650432, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7516132295131683, "total_loss": 0.02671384299901547}
{"data_time": 0.007767469622194767, "eta_seconds": 13498.931114741601, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.10219522591645354, "fast_rcnn/fg_cls_accuracy": 0.8978047740835464, "iteration": 14239, "loss_box_reg": 0.007012004731222987, "loss_cls": 0.018032354477327317, "loss_rpn_cls": 0.00018349831816522055, "loss_rpn_loc": 0.0011389474821044132, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7697714390233159, "total_loss": 0.02684456801307533}
{"data_time": 0.007835970260202885, "eta_seconds": 13474.98182430584, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.050510204081632655, "fast_rcnn/fg_cls_accuracy": 0.9494897959183674, "iteration": 14259, "loss_box_reg": 0.0067457795375958085, "loss_cls": 0.01599425746826455, "loss_rpn_cls": 0.00015280823492958007, "loss_rpn_loc": 0.0012026337790302932, "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": 0.7429705923423171, "total_loss": 0.024371597997742356}
{"data_time": 0.008198501542210579, "eta_seconds": 13457.390822343528, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.08326456510975408, "fast_rcnn/fg_cls_accuracy": 0.9167354348902459, "iteration": 14279, "loss_box_reg": 0.006542722985614091, "loss_cls": 0.016881212475709617, "loss_rpn_cls": 0.00017347851076010556, "loss_rpn_loc": 0.0011272516931057908, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7637381115928292, "total_loss": 0.02431022199178301}
{"data_time": 0.008253366686403751, "eta_seconds": 13448.148436238058, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.040547945205479455, "fast_rcnn/fg_cls_accuracy": 0.9594520547945204, "iteration": 14299, "loss_box_reg": 0.006819329399149865, "loss_cls": 0.016775873606093228, "loss_rpn_cls": 0.0001895678919936472, "loss_rpn_loc": 0.0010444992149132304, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.770024985074997, "total_loss": 0.026264810229008617}
{"data_time": 0.007938852533698082, "eta_seconds": 13437.798220005818, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05943562610229276, "fast_rcnn/fg_cls_accuracy": 0.9405643738977072, "iteration": 14319, "loss_box_reg": 0.006944106717128307, "loss_cls": 0.015943427453748882, "loss_rpn_cls": 0.00019003628290192864, "loss_rpn_loc": 0.00109316716043395, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7593805948272347, "total_loss": 0.024388461291437125}
{"data_time": 0.007835371419787407, "eta_seconds": 13417.75885726232, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.05997122819636756, "fast_rcnn/fg_cls_accuracy": 0.9400287718036324, "iteration": 14339, "loss_box_reg": 0.006624466157518327, "loss_cls": 0.016870082821696997, "loss_rpn_cls": 0.00012593211408784555, "loss_rpn_loc": 0.0011179167304362636, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7682135766372085, "total_loss": 0.025397954590857807}
{"data_time": 0.00763459037989378, "eta_seconds": 13400.205980018713, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.060815799187892206, "fast_rcnn/fg_cls_accuracy": 0.9391842008121078, "iteration": 14359, "loss_box_reg": 0.006630091578699648, "loss_cls": 0.016820942459162325, "loss_rpn_cls": 0.00023329443911279668, "loss_rpn_loc": 0.0013375495109357871, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7458221409469843, "total_loss": 0.026429003467001166}
{"data_time": 0.008152646012604237, "eta_seconds": 13392.197411612608, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.05462653288740245, "fast_rcnn/fg_cls_accuracy": 0.9453734671125975, "iteration": 14379, "loss_box_reg": 0.006379635655321181, "loss_cls": 0.016942659276537597, "loss_rpn_cls": 0.00022388607339962618, "loss_rpn_loc": 0.0011104017685283907, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7718521067872643, "total_loss": 0.02532335656712803}
{"data_time": 0.008271475322544575, "eta_seconds": 13372.174488798715, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.061880018894662256, "fast_rcnn/fg_cls_accuracy": 0.9381199811053378, "iteration": 14399, "loss_box_reg": 0.0064517048303969204, "loss_cls": 0.015341188991442323, "loss_rpn_cls": 0.00023111096083994198, "loss_rpn_loc": 0.0010849129321286455, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7664813613519073, "total_loss": 0.02449222983591426}
{"data_time": 0.008483616635203362, "eta_seconds": 13365.728628226556, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.06917293233082707, "fast_rcnn/fg_cls_accuracy": 0.9308270676691729, "iteration": 14419, "loss_box_reg": 0.006364301254507154, "loss_cls": 0.017434485896956176, "loss_rpn_cls": 0.00019141868847327714, "loss_rpn_loc": 0.0013028604662395082, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7651264984160662, "total_loss": 0.025356596816209276}
{"data_time": 0.008492488414049149, "eta_seconds": 13346.596603219397, "fast_rcnn/cls_accuracy": 0.995361328125, "fast_rcnn/false_negative": 0.04499494438827098, "fast_rcnn/fg_cls_accuracy": 0.9550050556117291, "iteration": 14439, "loss_box_reg": 0.006517428206279874, "loss_cls": 0.01662442716769874, "loss_rpn_cls": 0.00018238678285342758, "loss_rpn_loc": 0.0011335169328958727, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7594861844554543, "total_loss": 0.024091253047345162}
{"data_time": 0.008169707842171192, "eta_seconds": 13342.8289053943, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.059532246633593196, "fast_rcnn/fg_cls_accuracy": 0.9404677533664068, "iteration": 14459, "loss_box_reg": 0.006571300094947219, "loss_cls": 0.01650165906175971, "loss_rpn_cls": 0.00017723445557749073, "loss_rpn_loc": 0.0011244240740779787, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7665008576586843, "total_loss": 0.024623476869919614}
{"data_time": 0.007791716605424881, "eta_seconds": 13324.66052996181, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.0875, "fast_rcnn/fg_cls_accuracy": 0.9125000000000001, "iteration": 14479, "loss_box_reg": 0.006565523915924132, "loss_cls": 0.01739388710120693, "loss_rpn_cls": 0.00010875699081225321, "loss_rpn_loc": 0.0010020989066106267, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7530423486605287, "total_loss": 0.025828085055309202}
{"data_time": 0.00852140597999096, "eta_seconds": 13309.45059841685, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.07236154649947754, "fast_rcnn/fg_cls_accuracy": 0.9276384535005224, "iteration": 14499, "loss_box_reg": 0.00663997046649456, "loss_cls": 0.01778969942824915, "loss_rpn_cls": 0.00031386225163032577, "loss_rpn_loc": 0.0012077377759851515, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7646337309852242, "total_loss": 0.025997632291364425}
{"data_time": 0.0076748523861169815, "eta_seconds": 13298.70982946176, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.08047040169133193, "fast_rcnn/fg_cls_accuracy": 0.919529598308668, "iteration": 14519, "loss_box_reg": 0.006378296529874206, "loss_cls": 0.017259544576518238, "loss_rpn_cls": 0.00023109322285108647, "loss_rpn_loc": 0.0012019617497571744, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7625062400475144, "total_loss": 0.025110355991046163}
{"data_time": 0.007933802902698517, "eta_seconds": 13283.494784750976, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.060730593607305934, "fast_rcnn/fg_cls_accuracy": 0.9392694063926941, "iteration": 14539, "loss_box_reg": 0.006819654256105423, "loss_cls": 0.015807401156052947, "loss_rpn_cls": 0.0002505697552805941, "loss_rpn_loc": 0.001198967256641481, "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": 0.7556813517585397, "total_loss": 0.024271107913648393}
{"data_time": 0.008058661594986916, "eta_seconds": 13267.475929192267, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06671410780999822, "fast_rcnn/fg_cls_accuracy": 0.9332858921900018, "iteration": 14559, "loss_box_reg": 0.006541302893310785, "loss_cls": 0.016091426310595125, "loss_rpn_cls": 0.0002079566490920115, "loss_rpn_loc": 0.0011190887016709894, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7490054657682776, "total_loss": 0.02439309632950426}
{"data_time": 0.007829836569726467, "eta_seconds": 13254.206158767454, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.06893146355915465, "fast_rcnn/fg_cls_accuracy": 0.9310685364408453, "iteration": 14579, "loss_box_reg": 0.006259213318116963, "loss_cls": 0.015700196789111942, "loss_rpn_cls": 0.00017185620822601777, "loss_rpn_loc": 0.0010161576392420102, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7726259035989642, "total_loss": 0.02403154416117559}
{"data_time": 0.008417533710598946, "eta_seconds": 13237.84965061862, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.060626102292768956, "fast_rcnn/fg_cls_accuracy": 0.939373897707231, "iteration": 14599, "loss_box_reg": 0.006434874376282096, "loss_cls": 0.015651745430659503, "loss_rpn_cls": 0.00016634287567285355, "loss_rpn_loc": 0.0012527295111794956, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7590834787115455, "total_loss": 0.024321355237361786}
{"data_time": 0.008368076756596565, "eta_seconds": 13210.535961871967, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.060730593607305934, "fast_rcnn/fg_cls_accuracy": 0.9392694063926941, "iteration": 14619, "loss_box_reg": 0.0064292155439034104, "loss_cls": 0.016519749362487346, "loss_rpn_cls": 0.00017978382311412133, "loss_rpn_loc": 0.0010511377331567928, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7411065846681595, "total_loss": 0.02473338843151396}
{"data_time": 0.007892398163676262, "eta_seconds": 13199.219754964113, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.06691380908248379, "fast_rcnn/fg_cls_accuracy": 0.9330861909175162, "iteration": 14639, "loss_box_reg": 0.00646957429125905, "loss_cls": 0.01550331013277173, "loss_rpn_cls": 0.00026452776296537195, "loss_rpn_loc": 0.001216891181684332, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7672146381810308, "total_loss": 0.02389075435110044}
{"data_time": 0.008401977829635143, "eta_seconds": 13184.014156490564, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.047418630751964085, "fast_rcnn/fg_cls_accuracy": 0.9525813692480359, "iteration": 14659, "loss_box_reg": 0.00661949219647795, "loss_cls": 0.016623588220681995, "loss_rpn_cls": 0.00018340424182383686, "loss_rpn_loc": 0.0009898473654175177, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7444471027702093, "total_loss": 0.024495190189099958}
{"data_time": 0.008087036199867725, "eta_seconds": 13175.482553465292, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.09166666666666667, "fast_rcnn/fg_cls_accuracy": 0.9083333333333333, "iteration": 14679, "loss_box_reg": 0.006331290700472891, "loss_cls": 0.016050941892899573, "loss_rpn_cls": 0.0001268233727387269, "loss_rpn_loc": 0.00119282314699376, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7660405598580837, "total_loss": 0.02436866575703789}
{"data_time": 0.008411699905991554, "eta_seconds": 13162.908027830534, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.06655844155844155, "fast_rcnn/fg_cls_accuracy": 0.9334415584415584, "iteration": 14699, "loss_box_reg": 0.006971324328333139, "loss_cls": 0.01609768287744373, "loss_rpn_cls": 0.00026597182568366406, "loss_rpn_loc": 0.0012963975677848794, "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": 0.7625913424417377, "total_loss": 0.0251369426086967}
{"data_time": 0.008932952769100666, "eta_seconds": 13162.315670343116, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.07111925383077948, "fast_rcnn/fg_cls_accuracy": 0.9288807461692206, "iteration": 14719, "loss_box_reg": 0.0066450334852561355, "loss_cls": 0.017718768096528947, "loss_rpn_cls": 0.00026214189074380556, "loss_rpn_loc": 0.0011760918641812168, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7744449935853481, "total_loss": 0.02676022718924287}
{"data_time": 0.00810847245156765, "eta_seconds": 13147.544996603392, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04862953138815208, "fast_rcnn/fg_cls_accuracy": 0.9513704686118478, "iteration": 14739, "loss_box_reg": 0.006431171379517764, "loss_cls": 0.01670572836883366, "loss_rpn_cls": 0.0001437453070138872, "loss_rpn_loc": 0.0010362961038481444, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7628258028998971, "total_loss": 0.023839313261646566}
{"data_time": 0.008693781681358814, "eta_seconds": 13132.31118049007, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.07742974238875878, "fast_rcnn/fg_cls_accuracy": 0.9225702576112412, "iteration": 14759, "loss_box_reg": 0.006228580430615693, "loss_cls": 0.01759113819571212, "loss_rpn_cls": 0.00020697339732578257, "loss_rpn_loc": 0.0010963649037876166, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7701816949993372, "total_loss": 0.02657057517717476}
{"data_time": 0.008586809039115906, "eta_seconds": 13116.809813355096, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.060790835181079084, "fast_rcnn/fg_cls_accuracy": 0.9392091648189209, "iteration": 14779, "loss_box_reg": 0.00643010123167187, "loss_cls": 0.01596530294045806, "loss_rpn_cls": 0.00014167256426844688, "loss_rpn_loc": 0.0012021682050544769, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7519640922546387, "total_loss": 0.024936145509400376}
{"data_time": 0.00811542384326458, "eta_seconds": 13099.555970055051, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07692307692307693, "fast_rcnn/fg_cls_accuracy": 0.9230769230769231, "iteration": 14799, "loss_box_reg": 0.006594484613742679, "loss_cls": 0.016092545993160456, "loss_rpn_cls": 0.0003052651732105005, "loss_rpn_loc": 0.0010894119113800116, "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": 0.7497469438239932, "total_loss": 0.024976760534400455}
{"data_time": 0.008363185450434685, "eta_seconds": 13086.6097321501, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.03985416142821222, "fast_rcnn/fg_cls_accuracy": 0.9601458385717878, "iteration": 14819, "loss_box_reg": 0.006576024868991226, "loss_cls": 0.015722466399893165, "loss_rpn_cls": 0.0001399143934577296, "loss_rpn_loc": 0.0011811326621682383, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7699858592823148, "total_loss": 0.024589802362925184}
{"data_time": 0.008626602590084076, "eta_seconds": 13071.109297194518, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04890453834115806, "fast_rcnn/fg_cls_accuracy": 0.9510954616588418, "iteration": 14839, "loss_box_reg": 0.006381406099535525, "loss_cls": 0.01582047331612557, "loss_rpn_cls": 0.0002214102914877003, "loss_rpn_loc": 0.001221003447426483, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7509452765807509, "total_loss": 0.02380881359522391}
{"data_time": 0.008644381538033485, "eta_seconds": 13038.579988026991, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.048538011695906436, "fast_rcnn/fg_cls_accuracy": 0.9514619883040936, "iteration": 14859, "loss_box_reg": 0.006600796885322779, "loss_cls": 0.017418972915038466, "loss_rpn_cls": 0.00023911411551580386, "loss_rpn_loc": 0.0011700140712491702, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7368251141160727, "total_loss": 0.026487190493753587}
{"data_time": 0.00844031386077404, "eta_seconds": 13024.434958018363, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.07373188405797101, "fast_rcnn/fg_cls_accuracy": 0.926268115942029, "iteration": 14879, "loss_box_reg": 0.006388259527739137, "loss_cls": 0.015953827067278326, "loss_rpn_cls": 0.00020666307477767987, "loss_rpn_loc": 0.0010375528581789695, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7698834436014295, "total_loss": 0.024351686282443552}
{"data_time": 0.008565865457057953, "eta_seconds": 13009.220385320485, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.04819277108433735, "fast_rcnn/fg_cls_accuracy": 0.9518072289156626, "iteration": 14899, "loss_box_reg": 0.0067049305071122944, "loss_cls": 0.016804859740659595, "loss_rpn_cls": 0.00023728801352262963, "loss_rpn_loc": 0.0010985183471348137, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.74694839771837, "total_loss": 0.02487078966282752}
{"data_time": 0.008652077987790108, "eta_seconds": 12995.528121112846, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06583447332421341, "fast_rcnn/fg_cls_accuracy": 0.9341655266757867, "iteration": 14919, "loss_box_reg": 0.006432686059270054, "loss_cls": 0.014601014030631632, "loss_rpn_cls": 0.00024228200885545448, "loss_rpn_loc": 0.0011985261808149517, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7574618011713028, "total_loss": 0.023018664407572942}
{"data_time": 0.008535199798643589, "eta_seconds": 12967.511143790558, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04542349726775956, "fast_rcnn/fg_cls_accuracy": 0.9545765027322404, "iteration": 14939, "loss_box_reg": 0.006372430187184364, "loss_cls": 0.01716440770542249, "loss_rpn_cls": 0.00016360099652956706, "loss_rpn_loc": 0.0009992511550080962, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7536391755566001, "total_loss": 0.024515739316029794}
{"data_time": 0.008274808526039124, "eta_seconds": 12949.609368445352, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.06988416988416989, "fast_rcnn/fg_cls_accuracy": 0.9301158301158301, "iteration": 14959, "loss_box_reg": 0.0065206363797187805, "loss_cls": 0.015153034240938723, "loss_rpn_cls": 0.00027852893026647507, "loss_rpn_loc": 0.0011191757766937371, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7380173485726118, "total_loss": 0.023060892402327227}
{"data_time": 0.008742186240851879, "eta_seconds": 12942.23780094739, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.06257264626113909, "fast_rcnn/fg_cls_accuracy": 0.9374273537388609, "iteration": 14979, "loss_box_reg": 0.006415330863092095, "loss_cls": 0.016428409900981933, "loss_rpn_cls": 0.00020102665280319343, "loss_rpn_loc": 0.0011091339401900768, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.760841665789485, "total_loss": 0.024626034669836372}
{"data_time": 0.007910791784524918, "eta_seconds": 12927.030424411409, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.07641196013289037, "fast_rcnn/fg_cls_accuracy": 0.9235880398671097, "iteration": 14999, "loss_box_reg": 0.006386201828718185, "loss_cls": 0.016621670161839575, "loss_rpn_cls": 0.00018242669329993078, "loss_rpn_loc": 0.0011687747755786404, "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": 0.7529517253860831, "total_loss": 0.025056241993524964}
{"data_time": 0.007995539344847202, "eta_seconds": 12916.579424632713, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.07765722322684349, "fast_rcnn/fg_cls_accuracy": 0.9223427767731565, "iteration": 15019, "loss_box_reg": 0.006706522370222956, "loss_cls": 0.018320279545150697, "loss_rpn_cls": 0.00016543616231956548, "loss_rpn_loc": 0.0012500966622610576, "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": 0.7637481652200222, "total_loss": 0.02676227448409918}
{"data_time": 0.008310481905937195, "eta_seconds": 12902.71837643534, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.06371753246753246, "fast_rcnn/fg_cls_accuracy": 0.9362824675324675, "iteration": 15039, "loss_box_reg": 0.006667027832008898, "loss_cls": 0.01663758629001677, "loss_rpn_cls": 0.00022578433697617584, "loss_rpn_loc": 0.0010258553229505196, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7743977457284927, "total_loss": 0.02440712441494952}
{"data_time": 0.008410196751356125, "eta_seconds": 12891.191786938347, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06036036036036036, "fast_rcnn/fg_cls_accuracy": 0.9396396396396396, "iteration": 15059, "loss_box_reg": 0.006335694168228656, "loss_cls": 0.016526921128388494, "loss_rpn_cls": 0.0002766971956589259, "loss_rpn_loc": 0.0011363132871338166, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7620383268222213, "total_loss": 0.024905862535433698}
{"data_time": 0.007588859647512436, "eta_seconds": 12883.883517608978, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.05472822040208489, "fast_rcnn/fg_cls_accuracy": 0.9452717795979151, "iteration": 15079, "loss_box_reg": 0.006452808156609535, "loss_cls": 0.015964920283295214, "loss_rpn_cls": 0.0002095501586154569, "loss_rpn_loc": 0.0011349461856298149, "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": 0.7767848465591669, "total_loss": 0.024571493784151244}
{"data_time": 0.008434921503067017, "eta_seconds": 12871.08862565551, "fast_rcnn/cls_accuracy": 0.988525390625, "fast_rcnn/false_negative": 0.10351043643263758, "fast_rcnn/fg_cls_accuracy": 0.8964895635673624, "iteration": 15099, "loss_box_reg": 0.00622298097005114, "loss_cls": 0.015179775713477284, "loss_rpn_cls": 0.00017296651878950797, "loss_rpn_loc": 0.0011639864133030642, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7694099005311728, "total_loss": 0.023174849748329507}
{"data_time": 0.007720251567661762, "eta_seconds": 12857.73358178325, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05883167220376523, "fast_rcnn/fg_cls_accuracy": 0.9411683277962348, "iteration": 15119, "loss_box_reg": 0.006513793545309454, "loss_cls": 0.015106989711057395, "loss_rpn_cls": 0.00016721452334422793, "loss_rpn_loc": 0.0010643316636560485, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7633135998621583, "total_loss": 0.02289310367359576}
{"data_time": 0.007407957687973976, "eta_seconds": 12842.60671639163, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06795444051100508, "fast_rcnn/fg_cls_accuracy": 0.9320455594889949, "iteration": 15139, "loss_box_reg": 0.006280209636315703, "loss_cls": 0.01635717716999352, "loss_rpn_cls": 0.00015221069861581782, "loss_rpn_loc": 0.0010396913639851846, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7666926803067327, "total_loss": 0.024692982238775585}
{"data_time": 0.00864577665925026, "eta_seconds": 12825.395156775601, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.06615831517792302, "fast_rcnn/fg_cls_accuracy": 0.933841684822077, "iteration": 15159, "loss_box_reg": 0.006619243882596493, "loss_cls": 0.01778547529829666, "loss_rpn_cls": 0.00023272332100532367, "loss_rpn_loc": 0.0011024682098650374, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7762555480003357, "total_loss": 0.026672295503772148}
{"data_time": 0.008688394911587238, "eta_seconds": 12812.033444652334, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.08497316636851521, "fast_rcnn/fg_cls_accuracy": 0.9150268336314848, "iteration": 15179, "loss_box_reg": 0.0065138888894580305, "loss_cls": 0.017461777781136334, "loss_rpn_cls": 0.00019552393450794625, "loss_rpn_loc": 0.0010403370142739732, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7504061348736286, "total_loss": 0.02629339455597801}
{"data_time": 0.00824138056486845, "eta_seconds": 12796.800065608695, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06620209059233449, "fast_rcnn/fg_cls_accuracy": 0.9337979094076655, "iteration": 15199, "loss_box_reg": 0.00650123116793111, "loss_cls": 0.016034624364692718, "loss_rpn_cls": 0.00020688614631581004, "loss_rpn_loc": 0.0013484738083207048, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 250.125, "rpn/num_pos_anchors": 5.875, "time": 0.7511231675744057, "total_loss": 0.025046252585980255}
{"data_time": 0.008738912642002106, "eta_seconds": 12781.566686565056, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.05263157894736842, "fast_rcnn/fg_cls_accuracy": 0.9473684210526315, "iteration": 15219, "loss_box_reg": 0.006419910409022123, "loss_cls": 0.014933904632925987, "loss_rpn_cls": 0.000280296245819045, "loss_rpn_loc": 0.0010520154901314527, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7559073576703668, "total_loss": 0.023615093312628233}
{"data_time": 0.008009844459593296, "eta_seconds": 12754.221447427757, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.07285840447453636, "fast_rcnn/fg_cls_accuracy": 0.9271415955254636, "iteration": 15239, "loss_box_reg": 0.006571343343239278, "loss_cls": 0.017239027773030102, "loss_rpn_cls": 0.00014464702212535485, "loss_rpn_loc": 0.0009726775970193557, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7552278619259596, "total_loss": 0.023888965558398922}
{"data_time": 0.009180145338177681, "eta_seconds": 12746.829027143307, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06290736717361248, "fast_rcnn/fg_cls_accuracy": 0.9370926328263876, "iteration": 15259, "loss_box_reg": 0.006491121253930032, "loss_cls": 0.01606987015111372, "loss_rpn_cls": 0.00016786440301075345, "loss_rpn_loc": 0.0011636738781817257, "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": 0.7582366485148668, "total_loss": 0.02510413617926588}
{"data_time": 0.008162266574800014, "eta_seconds": 12735.86654943414, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.08166666666666667, "fast_rcnn/fg_cls_accuracy": 0.9183333333333333, "iteration": 15279, "loss_box_reg": 0.006725836836267263, "loss_cls": 0.01674979110248387, "loss_rpn_cls": 0.00014265611025621183, "loss_rpn_loc": 0.001103144655644428, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7684623254463077, "total_loss": 0.024448094938634313}
{"data_time": 0.008624915033578873, "eta_seconds": 12712.380659337156, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.04322139303482587, "fast_rcnn/fg_cls_accuracy": 0.9567786069651741, "iteration": 15299, "loss_box_reg": 0.006286341289523989, "loss_cls": 0.015804361435584724, "loss_rpn_cls": 0.0001737628260798374, "loss_rpn_loc": 0.0011176467960467562, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7640970600768924, "total_loss": 0.02346124626484425}
{"data_time": 0.009072994813323021, "eta_seconds": 12697.157162948512, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.039257612042422174, "fast_rcnn/fg_cls_accuracy": 0.9607423879575778, "iteration": 15319, "loss_box_reg": 0.006439418415538967, "loss_cls": 0.014521257078740746, "loss_rpn_cls": 0.00020303336714277975, "loss_rpn_loc": 0.0015713552493252791, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7523330571129918, "total_loss": 0.023035456838897517}
{"data_time": 0.007462369278073311, "eta_seconds": 12675.74188752193, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06438242608455375, "fast_rcnn/fg_cls_accuracy": 0.9356175739154462, "iteration": 15339, "loss_box_reg": 0.006510239909403026, "loss_cls": 0.015665343147702515, "loss_rpn_cls": 0.00018241262409901537, "loss_rpn_loc": 0.0010820812603924423, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7600683076307178, "total_loss": 0.025352138559355808}
{"data_time": 0.00843806006014347, "eta_seconds": 12658.246868954971, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.06530214424951267, "fast_rcnn/fg_cls_accuracy": 0.9346978557504874, "iteration": 15359, "loss_box_reg": 0.0064980562892742455, "loss_cls": 0.015913118957541883, "loss_rpn_cls": 0.00022916058537703066, "loss_rpn_loc": 0.0011405603945604526, "lr": 0.001, "roi_head/num_bg_samples": 494.125, "roi_head/num_fg_samples": 17.875, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.7384486747905612, "total_loss": 0.02439666007978758}
{"data_time": 0.0077398382127285, "eta_seconds": 12639.422916939482, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06819586036453507, "fast_rcnn/fg_cls_accuracy": 0.9318041396354649, "iteration": 15379, "loss_box_reg": 0.006280402885749936, "loss_cls": 0.01748556870734319, "loss_rpn_cls": 0.00020111164440095308, "loss_rpn_loc": 0.0010263205840601586, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7656085584312677, "total_loss": 0.026428429728639458}
{"data_time": 0.00819743238389492, "eta_seconds": 12615.891759310849, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.04492971887550201, "fast_rcnn/fg_cls_accuracy": 0.955070281124498, "iteration": 15399, "loss_box_reg": 0.006228381593246013, "loss_cls": 0.01532447268255055, "loss_rpn_cls": 0.0003014133192209556, "loss_rpn_loc": 0.0010153887997148558, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7345913853496313, "total_loss": 0.023281359725842776}
{"data_time": 0.008559136651456356, "eta_seconds": 12599.370098574087, "fast_rcnn/cls_accuracy": 0.986572265625, "fast_rcnn/false_negative": 0.13168030813673567, "fast_rcnn/fg_cls_accuracy": 0.8683196918632643, "iteration": 15419, "loss_box_reg": 0.006710416870191693, "loss_cls": 0.018334951368160546, "loss_rpn_cls": 0.00016306408542732242, "loss_rpn_loc": 0.0013034251314820722, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7607936188578606, "total_loss": 0.026230139189351576}
{"data_time": 0.008571687154471874, "eta_seconds": 12584.172740032896, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05120678408349641, "fast_rcnn/fg_cls_accuracy": 0.9487932159165036, "iteration": 15439, "loss_box_reg": 0.006746815401129425, "loss_cls": 0.016681696462910622, "loss_rpn_cls": 0.00036055662258149823, "loss_rpn_loc": 0.0010495793285372201, "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": 0.7590023428201675, "total_loss": 0.02537300116222241}
{"data_time": 0.007242325693368912, "eta_seconds": 12568.975381491706, "fast_rcnn/cls_accuracy": 0.995849609375, "fast_rcnn/false_negative": 0.04195804195804196, "fast_rcnn/fg_cls_accuracy": 0.9580419580419581, "iteration": 15459, "loss_box_reg": 0.006306023453362286, "loss_cls": 0.014994308992754668, "loss_rpn_cls": 0.00019180527806383907, "loss_rpn_loc": 0.0009824446678976528, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.625, "rpn/num_pos_anchors": 3.375, "time": 0.7654649037867785, "total_loss": 0.023754923301112285}
{"data_time": 0.008263501338660717, "eta_seconds": 12561.738197548315, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.09623015873015872, "fast_rcnn/fg_cls_accuracy": 0.9037698412698413, "iteration": 15479, "loss_box_reg": 0.006426509644370526, "loss_cls": 0.01652299874695018, "loss_rpn_cls": 0.00028724311050609685, "loss_rpn_loc": 0.0011507600320328493, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7729889871552587, "total_loss": 0.025492399660834053}
{"data_time": 0.008264525793492794, "eta_seconds": 12543.41649696976, "fast_rcnn/cls_accuracy": 0.995361328125, "fast_rcnn/false_negative": 0.046798029556650245, "fast_rcnn/fg_cls_accuracy": 0.9532019704433496, "iteration": 15499, "loss_box_reg": 0.006480366981122643, "loss_cls": 0.01567564543802291, "loss_rpn_cls": 0.0001672663606768765, "loss_rpn_loc": 0.0010545417462708429, "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": 0.7559436531737447, "total_loss": 0.02430049637769116}
{"data_time": 0.007615737617015839, "eta_seconds": 12524.69803537149, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.0536936936936937, "fast_rcnn/fg_cls_accuracy": 0.9463063063063063, "iteration": 15519, "loss_box_reg": 0.006387288682162762, "loss_cls": 0.017271078831981868, "loss_rpn_cls": 0.0001803755689593345, "loss_rpn_loc": 0.001130952328821877, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7573532070964575, "total_loss": 0.024996169387804912}
{"data_time": 0.0077338432893157005, "eta_seconds": 12516.117212628946, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.08168642951251648, "fast_rcnn/fg_cls_accuracy": 0.9183135704874835, "iteration": 15539, "loss_box_reg": 0.0068714795634150505, "loss_cls": 0.017586769186891615, "loss_rpn_cls": 0.00016168921092685196, "loss_rpn_loc": 0.0010665650042938069, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7599263042211533, "total_loss": 0.025931348484732553}
{"data_time": 0.007875701412558556, "eta_seconds": 12497.806837566197, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.07198275862068965, "fast_rcnn/fg_cls_accuracy": 0.9280172413793104, "iteration": 15559, "loss_box_reg": 0.006522824405692518, "loss_cls": 0.01678599347360432, "loss_rpn_cls": 0.000222220306568488, "loss_rpn_loc": 0.001048138459736947, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7508948240429163, "total_loss": 0.0254273356468957}
{"data_time": 0.007640398107469082, "eta_seconds": 12486.63140049018, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.040620782726045884, "fast_rcnn/fg_cls_accuracy": 0.9593792172739541, "iteration": 15579, "loss_box_reg": 0.00604852190008387, "loss_cls": 0.018535281997174025, "loss_rpn_cls": 0.0002645040626703121, "loss_rpn_loc": 0.0011738323446479626, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.777411506511271, "total_loss": 0.026295938616385683}
{"data_time": 0.008130705915391445, "eta_seconds": 12470.809128331952, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06194859992328347, "fast_rcnn/fg_cls_accuracy": 0.9380514000767166, "iteration": 15599, "loss_box_reg": 0.006521645816974342, "loss_cls": 0.016206557280384004, "loss_rpn_cls": 0.000272532057351782, "loss_rpn_loc": 0.0010510766514926217, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7535029761493206, "total_loss": 0.024316141461895313}
{"data_time": 0.008093053475022316, "eta_seconds": 12456.283176072873, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.04858934169278997, "fast_rcnn/fg_cls_accuracy": 0.95141065830721, "iteration": 15619, "loss_box_reg": 0.006474551628343761, "loss_cls": 0.016261375043541193, "loss_rpn_cls": 0.0003168444784478197, "loss_rpn_loc": 0.0010923217705567367, "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": 0.754112109541893, "total_loss": 0.025056864694192882}
{"data_time": 0.007763120345771313, "eta_seconds": 12440.08223776333, "fast_rcnn/cls_accuracy": 0.995849609375, "fast_rcnn/false_negative": 0.035939741750358675, "fast_rcnn/fg_cls_accuracy": 0.9640602582496414, "iteration": 15639, "loss_box_reg": 0.006094786163885146, "loss_cls": 0.01701242517447099, "loss_rpn_cls": 0.00033066962168959435, "loss_rpn_loc": 0.0009759218010003679, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7496412079781294, "total_loss": 0.025984146752307424}
{"data_time": 0.008098066784441471, "eta_seconds": 12424.875242790207, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06301521876981611, "fast_rcnn/fg_cls_accuracy": 0.9369847812301839, "iteration": 15659, "loss_box_reg": 0.006526392127852887, "loss_cls": 0.017751708743162453, "loss_rpn_cls": 0.00017368446424370632, "loss_rpn_loc": 0.0011104324730695225, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7341756448149681, "total_loss": 0.026449475337813055}
{"data_time": 0.00856805220246315, "eta_seconds": 12402.926418881863, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04511533242876527, "fast_rcnn/fg_cls_accuracy": 0.9548846675712348, "iteration": 15679, "loss_box_reg": 0.006526578799821436, "loss_cls": 0.017569429299328476, "loss_rpn_cls": 0.0002859616595287662, "loss_rpn_loc": 0.0011638259420578834, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.755427872762084, "total_loss": 0.02531858822612776}
{"data_time": 0.007773770019412041, "eta_seconds": 12383.401811163872, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.05500248880039821, "fast_rcnn/fg_cls_accuracy": 0.9449975111996018, "iteration": 15699, "loss_box_reg": 0.0067921055015176535, "loss_cls": 0.016573668457567692, "loss_rpn_cls": 0.0002222385230652435, "loss_rpn_loc": 0.0011109629413112998, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7367017846554518, "total_loss": 0.024781790246834134}
{"data_time": 0.007860842160880566, "eta_seconds": 12363.929106912576, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.03414351851851852, "fast_rcnn/fg_cls_accuracy": 0.9658564814814814, "iteration": 15719, "loss_box_reg": 0.006179068004712462, "loss_cls": 0.01528349838918075, "loss_rpn_cls": 0.00017983059251491795, "loss_rpn_loc": 0.0011821599400718696, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7634368212893605, "total_loss": 0.02308775233814231}
{"data_time": 0.00783846527338028, "eta_seconds": 12348.740937749855, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.07841932841932842, "fast_rcnn/fg_cls_accuracy": 0.9215806715806716, "iteration": 15739, "loss_box_reg": 0.006269797740969807, "loss_cls": 0.018682629568502307, "loss_rpn_cls": 0.0001714578024802904, "loss_rpn_loc": 0.0012962730106664822, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.760790484957397, "total_loss": 0.02606021596102437}
{"data_time": 0.007609644904732704, "eta_seconds": 12333.552768587135, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.03492622174089617, "fast_rcnn/fg_cls_accuracy": 0.9650737782591039, "iteration": 15759, "loss_box_reg": 0.006270507234148681, "loss_cls": 0.018364742922130972, "loss_rpn_cls": 0.00021428799618661287, "loss_rpn_loc": 0.0011308709799777716, "lr": 0.001, "roi_head/num_bg_samples": 491.125, "roi_head/num_fg_samples": 20.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7648302121087909, "total_loss": 0.027597385708872935}
{"data_time": 0.007920763455331326, "eta_seconds": 12320.127554182895, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.04583333333333334, "fast_rcnn/fg_cls_accuracy": 0.9541666666666666, "iteration": 15779, "loss_box_reg": 0.006523528369143605, "loss_cls": 0.016744104796089232, "loss_rpn_cls": 0.00016467943873976765, "loss_rpn_loc": 0.0011946885424549691, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.746776414103806, "total_loss": 0.024768981788497513}
{"data_time": 0.007867526262998581, "eta_seconds": 12308.350982305594, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.03950086058519793, "fast_rcnn/fg_cls_accuracy": 0.9604991394148021, "iteration": 15799, "loss_box_reg": 0.006416892341803759, "loss_cls": 0.01598017825745046, "loss_rpn_cls": 0.0001852954321748257, "loss_rpn_loc": 0.00114832456165459, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7593183908611536, "total_loss": 0.024607935960943905}
{"data_time": 0.008694308809936047, "eta_seconds": 12287.988261098973, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.05219351482573262, "fast_rcnn/fg_cls_accuracy": 0.9478064851742674, "iteration": 15819, "loss_box_reg": 0.006363814231008291, "loss_cls": 0.016650829173158854, "loss_rpn_cls": 0.00014295873961600591, "loss_rpn_loc": 0.0012376496233628131, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.7563951481133699, "total_loss": 0.024841581612008667}
{"data_time": 0.00825181882828474, "eta_seconds": 12276.83946210891, "fast_rcnn/cls_accuracy": 0.99560546875, "fast_rcnn/false_negative": 0.03132588635259835, "fast_rcnn/fg_cls_accuracy": 0.9686741136474017, "iteration": 15839, "loss_box_reg": 0.006274881423451006, "loss_cls": 0.01780181162757799, "loss_rpn_cls": 0.00018293485572939971, "loss_rpn_loc": 0.0011875341660925187, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7650457825511694, "total_loss": 0.02515105234732573}
{"data_time": 0.007572063244879246, "eta_seconds": 12269.758540548384, "fast_rcnn/cls_accuracy": 0.9951171875, "fast_rcnn/false_negative": 0.03684448462929475, "fast_rcnn/fg_cls_accuracy": 0.9631555153707052, "iteration": 15859, "loss_box_reg": 0.006039907748345286, "loss_cls": 0.016583018703386188, "loss_rpn_cls": 0.00014350075321090117, "loss_rpn_loc": 0.001170470866782125, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7657527783885598, "total_loss": 0.02430254019509448}
{"data_time": 0.00860635656863451, "eta_seconds": 12249.835581489839, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.05659640905542545, "fast_rcnn/fg_cls_accuracy": 0.9434035909445746, "iteration": 15879, "loss_box_reg": 0.006295488448813558, "loss_cls": 0.014732397685293108, "loss_rpn_cls": 0.00016543563697268837, "loss_rpn_loc": 0.0009745733696036041, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7557947114109993, "total_loss": 0.02291321799623347}
{"data_time": 0.007979730144143105, "eta_seconds": 12242.71960856393, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.050706033376123234, "fast_rcnn/fg_cls_accuracy": 0.9492939666238767, "iteration": 15899, "loss_box_reg": 0.00642205256735906, "loss_cls": 0.017151144449599087, "loss_rpn_cls": 0.0002872620561902295, "loss_rpn_loc": 0.0010211409426119644, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7631305316463113, "total_loss": 0.02491181143977883}
{"data_time": 0.00905168242752552, "eta_seconds": 12228.16004849691, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04054054054054054, "fast_rcnn/fg_cls_accuracy": 0.9594594594594594, "iteration": 15919, "loss_box_reg": 0.006453140347730368, "loss_cls": 0.016086543793790042, "loss_rpn_cls": 0.0001769414950558712, "loss_rpn_loc": 0.0009276510900235735, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7782677775248885, "total_loss": 0.022935050503292587}
{"data_time": 0.008257254958152771, "eta_seconds": 12213.410526199266, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.08083182640144665, "fast_rcnn/fg_cls_accuracy": 0.9191681735985533, "iteration": 15939, "loss_box_reg": 0.006093294301535934, "loss_cls": 0.01792369893519208, "loss_rpn_cls": 0.00018871103384299204, "loss_rpn_loc": 0.0012164660438429564, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7529269373044372, "total_loss": 0.025967701921217667}
{"data_time": 0.007734727114439011, "eta_seconds": 12200.000369005837, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06257340467179956, "fast_rcnn/fg_cls_accuracy": 0.9374265953282004, "iteration": 15959, "loss_box_reg": 0.00634504429763183, "loss_cls": 0.016628122073598206, "loss_rpn_cls": 0.00020149818851677992, "loss_rpn_loc": 0.0012863297597505152, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7613369971513748, "total_loss": 0.025664762421342857}
{"data_time": 0.00796490628272295, "eta_seconds": 12184.78934678901, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06235431235431235, "fast_rcnn/fg_cls_accuracy": 0.9376456876456877, "iteration": 15979, "loss_box_reg": 0.006422177946660668, "loss_cls": 0.01829124242067337, "loss_rpn_cls": 0.00016000235700630583, "loss_rpn_loc": 0.0010042718713521026, "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": 0.7587132211774588, "total_loss": 0.026212069525968218}
{"data_time": 0.008979487232863903, "eta_seconds": 12167.784187143669, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.09035642904730179, "fast_rcnn/fg_cls_accuracy": 0.9096435709526982, "iteration": 15999, "loss_box_reg": 0.006573656282853335, "loss_cls": 0.01721586298663169, "loss_rpn_cls": 0.0002739818050940812, "loss_rpn_loc": 0.0011388724742573686, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7503577088937163, "total_loss": 0.025372265307851194}
{"data_time": 0.008256975561380386, "eta_seconds": 12152.57540745847, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.035654008438818566, "fast_rcnn/fg_cls_accuracy": 0.9643459915611814, "iteration": 16019, "loss_box_reg": 0.006360743020195514, "loss_cls": 0.017450541839934886, "loss_rpn_cls": 0.00018517155058361823, "loss_rpn_loc": 0.0010966942281811498, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7641289914026856, "total_loss": 0.0245982370429374}
{"data_time": 0.00882249791175127, "eta_seconds": 12134.80210104864, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05264069264069264, "fast_rcnn/fg_cls_accuracy": 0.9473593073593074, "iteration": 16039, "loss_box_reg": 0.006477021204773337, "loss_cls": 0.01656528585590422, "loss_rpn_cls": 0.0001331134785687027, "loss_rpn_loc": 0.0012540163043013308, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7571195531636477, "total_loss": 0.02465944368259443}
{"data_time": 0.007473086938261986, "eta_seconds": 12116.63281501364, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.06174924924924925, "fast_rcnn/fg_cls_accuracy": 0.9382507507507507, "iteration": 16059, "loss_box_reg": 0.006055244768504053, "loss_cls": 0.017442464013583958, "loss_rpn_cls": 0.00018854656173061812, "loss_rpn_loc": 0.0010528652928769588, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7704122317954898, "total_loss": 0.024856373567217815}
{"data_time": 0.008467081934213638, "eta_seconds": 12095.627182845958, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.05462653288740245, "fast_rcnn/fg_cls_accuracy": 0.9453734671125975, "iteration": 16079, "loss_box_reg": 0.0061497222050093114, "loss_cls": 0.01666726020630449, "loss_rpn_cls": 0.00017474591868449352, "loss_rpn_loc": 0.0011235312231292482, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7580729853361845, "total_loss": 0.02410550627541852}
{"data_time": 0.008343434892594814, "eta_seconds": 12078.251784209162, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.07009803921568628, "fast_rcnn/fg_cls_accuracy": 0.9299019607843138, "iteration": 16099, "loss_box_reg": 0.006314371596090496, "loss_cls": 0.01605786953587085, "loss_rpn_cls": 0.00037082263230558965, "loss_rpn_loc": 0.0009307907675975002, "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": 0.7492571417242289, "total_loss": 0.024670005975394815}
{"data_time": 0.008308031596243382, "eta_seconds": 12063.353883642703, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.027313266443701224, "fast_rcnn/fg_cls_accuracy": 0.9726867335562988, "iteration": 16119, "loss_box_reg": 0.00632047385443002, "loss_cls": 0.01740141841582954, "loss_rpn_cls": 0.00016329783966284594, "loss_rpn_loc": 0.0010519143979763612, "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": 0.7694910252466798, "total_loss": 0.024880248950694295}
{"data_time": 0.008263206109404564, "eta_seconds": 12044.095668794587, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.08457415128052412, "fast_rcnn/fg_cls_accuracy": 0.9154258487194759, "iteration": 16139, "loss_box_reg": 0.00655327393906191, "loss_cls": 0.015403224795591086, "loss_rpn_cls": 0.00020459022812246985, "loss_rpn_loc": 0.001118180669436697, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7444647792726755, "total_loss": 0.023086269403165716}
{"data_time": 0.008354333229362965, "eta_seconds": 12028.908611649647, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.09376114081996434, "fast_rcnn/fg_cls_accuracy": 0.9062388591800357, "iteration": 16159, "loss_box_reg": 0.006109563342761248, "loss_cls": 0.015996156027540565, "loss_rpn_cls": 0.00018930130636363174, "loss_rpn_loc": 0.001176506317278836, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7708555739372969, "total_loss": 0.0232990368854189}
{"data_time": 0.007758532650768757, "eta_seconds": 12018.833850290626, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.025232198142414862, "fast_rcnn/fg_cls_accuracy": 0.9747678018575852, "iteration": 16179, "loss_box_reg": 0.0063481967663392425, "loss_cls": 0.014181828359141946, "loss_rpn_cls": 0.00022461502203441341, "loss_rpn_loc": 0.0013004868669668213, "lr": 0.001, "roi_head/num_bg_samples": 494.125, "roi_head/num_fg_samples": 17.875, "rpn/num_neg_anchors": 250.125, "rpn/num_pos_anchors": 5.875, "time": 0.7624372579157352, "total_loss": 0.023438146923012937}
{"data_time": 0.007560371421277523, "eta_seconds": 12005.143581736833, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.051417270929466054, "fast_rcnn/fg_cls_accuracy": 0.948582729070534, "iteration": 16199, "loss_box_reg": 0.006211480242200196, "loss_cls": 0.01624273316701874, "loss_rpn_cls": 0.00021531334544988567, "loss_rpn_loc": 0.001008263585390523, "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": 0.7750195674598217, "total_loss": 0.023922009366060593}
{"data_time": 0.007881255820393562, "eta_seconds": 11991.070790234953, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.06111111111111111, "fast_rcnn/fg_cls_accuracy": 0.9388888888888889, "iteration": 16219, "loss_box_reg": 0.006283507391344756, "loss_cls": 0.017183138872496784, "loss_rpn_cls": 0.0003352386893311632, "loss_rpn_loc": 0.0010160329657082912, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7652723509818316, "total_loss": 0.02542774137981496}
{"data_time": 0.008071426302194595, "eta_seconds": 11975.873944927007, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04205882352941177, "fast_rcnn/fg_cls_accuracy": 0.9579411764705883, "iteration": 16239, "loss_box_reg": 0.00633719062898308, "loss_cls": 0.016643430630210787, "loss_rpn_cls": 0.00018960885716978737, "loss_rpn_loc": 0.001219127585500246, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.7567289713770151, "total_loss": 0.02499793000902173}
{"data_time": 0.008351294323801994, "eta_seconds": 11964.009877684526, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.051764400622729634, "fast_rcnn/fg_cls_accuracy": 0.9482355993772704, "iteration": 16259, "loss_box_reg": 0.006213119369931519, "loss_cls": 0.017195302178151906, "loss_rpn_cls": 0.00018357036674387928, "loss_rpn_loc": 0.0012620817542483564, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.774559766985476, "total_loss": 0.024805951526786885}
{"data_time": 0.0081216711550951, "eta_seconds": 11943.68161180336, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04974358974358975, "fast_rcnn/fg_cls_accuracy": 0.9502564102564103, "iteration": 16279, "loss_box_reg": 0.006182555225677788, "loss_cls": 0.01728479831945151, "loss_rpn_cls": 0.00018713756253418978, "loss_rpn_loc": 0.0011565683234948665, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7568731959909201, "total_loss": 0.025013720615334023}
{"data_time": 0.00818466953933239, "eta_seconds": 11930.011514598504, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.04522314610554896, "fast_rcnn/fg_cls_accuracy": 0.954776853894451, "iteration": 16299, "loss_box_reg": 0.006188426574226469, "loss_cls": 0.016189488349482417, "loss_rpn_cls": 0.00016797360376585857, "loss_rpn_loc": 0.0010626931034494191, "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": 0.777111804112792, "total_loss": 0.023648555948057037}
{"data_time": 0.008044641464948654, "eta_seconds": 11915.557793199085, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.052380952380952375, "fast_rcnn/fg_cls_accuracy": 0.9476190476190476, "iteration": 16319, "loss_box_reg": 0.006110704969614744, "loss_cls": 0.017099065240472555, "loss_rpn_cls": 0.00031689872349716097, "loss_rpn_loc": 0.001036233068589354, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7651205118745565, "total_loss": 0.02488743148001049}
{"data_time": 0.008576258085668087, "eta_seconds": 11899.889718387276, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.07107023411371238, "fast_rcnn/fg_cls_accuracy": 0.9289297658862876, "iteration": 16339, "loss_box_reg": 0.006252215709537268, "loss_cls": 0.016238381795119494, "loss_rpn_cls": 0.00013453230462801002, "loss_rpn_loc": 0.0010908566582656931, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7454967480152845, "total_loss": 0.023901198777366517}
{"data_time": 0.007487013936042786, "eta_seconds": 11893.75939070154, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.0694801026957638, "fast_rcnn/fg_cls_accuracy": 0.9305198973042362, "iteration": 16359, "loss_box_reg": 0.006388747715391219, "loss_cls": 0.016881173592992127, "loss_rpn_cls": 0.0002026848928835534, "loss_rpn_loc": 0.0011796054022852331, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7643415490165353, "total_loss": 0.02397963254179558}
{"data_time": 0.007681543938815594, "eta_seconds": 11878.550952122547, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.07997458242556282, "fast_rcnn/fg_cls_accuracy": 0.9200254175744371, "iteration": 16379, "loss_box_reg": 0.006278958491748199, "loss_cls": 0.016066826647147536, "loss_rpn_cls": 0.000316254659196602, "loss_rpn_loc": 0.0009180382185149938, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7636053701862693, "total_loss": 0.02430492547728136}
{"data_time": 0.008035565726459026, "eta_seconds": 11866.854265449569, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.09449425609414402, "fast_rcnn/fg_cls_accuracy": 0.905505743905856, "iteration": 16399, "loss_box_reg": 0.006231481209397316, "loss_cls": 0.015840777079574764, "loss_rpn_cls": 0.00019162948456141748, "loss_rpn_loc": 0.0009070433879969642, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7531063053756952, "total_loss": 0.024023175306865596}
{"data_time": 0.009102772921323776, "eta_seconds": 11849.990720336325, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.059262510974539065, "fast_rcnn/fg_cls_accuracy": 0.940737489025461, "iteration": 16419, "loss_box_reg": 0.006192612461745739, "loss_cls": 0.017435991729144007, "loss_rpn_cls": 0.0003012631682395295, "loss_rpn_loc": 0.001136415397922974, "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": 0.7567570321261883, "total_loss": 0.025483791536771605}
{"data_time": 0.007557442411780357, "eta_seconds": 11837.856195800006, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.04876615746180964, "fast_rcnn/fg_cls_accuracy": 0.9512338425381903, "iteration": 16439, "loss_box_reg": 0.006578886648640037, "loss_cls": 0.015758215100504458, "loss_rpn_cls": 0.00020552479963953374, "loss_rpn_loc": 0.0009809713592403568, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.768686824478209, "total_loss": 0.023452646781095154}
{"data_time": 0.009088183753192425, "eta_seconds": 11821.21544384025, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.06066715542521994, "fast_rcnn/fg_cls_accuracy": 0.9393328445747801, "iteration": 16459, "loss_box_reg": 0.005867097352165729, "loss_cls": 0.017892284435220063, "loss_rpn_cls": 0.00015128503878258925, "loss_rpn_loc": 0.0009801530322874896, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.764656824991107, "total_loss": 0.02551730226446125}
{"data_time": 0.008058859966695309, "eta_seconds": 11803.914990603924, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.03556397306397306, "fast_rcnn/fg_cls_accuracy": 0.9644360269360269, "iteration": 16479, "loss_box_reg": 0.006250635487958789, "loss_cls": 0.0165422516874969, "loss_rpn_cls": 0.00025892364851642924, "loss_rpn_loc": 0.0010255053348373622, "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": 0.7599781472235918, "total_loss": 0.02573846951690939}
{"data_time": 0.008293092250823975, "eta_seconds": 11790.789562767372, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.07365591397849462, "fast_rcnn/fg_cls_accuracy": 0.9263440860215053, "iteration": 16499, "loss_box_reg": 0.006378381163813174, "loss_cls": 0.01617335167247802, "loss_rpn_cls": 0.000337168921760167, "loss_rpn_loc": 0.0011339988705003634, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7642714576795697, "total_loss": 0.02459574063323089}
{"data_time": 0.008215434849262238, "eta_seconds": 11775.576622230932, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04644906743185079, "fast_rcnn/fg_cls_accuracy": 0.9535509325681493, "iteration": 16519, "loss_box_reg": 0.006332769524306059, "loss_cls": 0.01737849647179246, "loss_rpn_cls": 0.00019654351835640682, "loss_rpn_loc": 0.0008752062858548015, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7601073402911425, "total_loss": 0.02557971889939381}
{"data_time": 0.007857452146708965, "eta_seconds": 11758.284238755703, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06120316465144051, "fast_rcnn/fg_cls_accuracy": 0.9387968353485594, "iteration": 16539, "loss_box_reg": 0.00616516888840124, "loss_cls": 0.016154659329913557, "loss_rpn_cls": 0.00016740402850246028, "loss_rpn_loc": 0.0011080246695200913, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7512835208326578, "total_loss": 0.024051246032172457}
{"data_time": 0.00942911859601736, "eta_seconds": 11747.651145234704, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05745341614906832, "fast_rcnn/fg_cls_accuracy": 0.9425465838509317, "iteration": 16559, "loss_box_reg": 0.00585453660460189, "loss_cls": 0.015723609016276896, "loss_rpn_cls": 0.0002429680214106611, "loss_rpn_loc": 0.0010150115631404333, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.759665503166616, "total_loss": 0.02296378149856082}
{"data_time": 0.00814976915717125, "eta_seconds": 11725.600944363512, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.07582052347320316, "fast_rcnn/fg_cls_accuracy": 0.9241794765267968, "iteration": 16579, "loss_box_reg": 0.006058998755179346, "loss_cls": 0.01649682072456926, "loss_rpn_cls": 0.00016082532920336234, "loss_rpn_loc": 0.0010052813377114944, "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": 0.765778019092977, "total_loss": 0.023197373930997855}
{"data_time": 0.008738100528717041, "eta_seconds": 11712.465001615696, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.06776556776556776, "fast_rcnn/fg_cls_accuracy": 0.9322344322344323, "iteration": 16599, "loss_box_reg": 0.00626118021318689, "loss_cls": 0.015620532212778926, "loss_rpn_cls": 0.0001890882954285189, "loss_rpn_loc": 0.0009902683887048624, "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": 0.753958472982049, "total_loss": 0.023025437351407163}
{"data_time": 0.008510168641805649, "eta_seconds": 11693.773885477334, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.04825581395348837, "fast_rcnn/fg_cls_accuracy": 0.9517441860465117, "iteration": 16619, "loss_box_reg": 0.006022541259881109, "loss_cls": 0.017437533475458622, "loss_rpn_cls": 0.00017969985015042766, "loss_rpn_loc": 0.0010552490784903057, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.74763289000839, "total_loss": 0.02487028997256857}
{"data_time": 0.007302143611013889, "eta_seconds": 11680.548634729348, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.05463885429638854, "fast_rcnn/fg_cls_accuracy": 0.9453611457036114, "iteration": 16639, "loss_box_reg": 0.006012139085214585, "loss_cls": 0.016653328901156783, "loss_rpn_cls": 0.00016778166263975436, "loss_rpn_loc": 0.001050393060722854, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7576627526432276, "total_loss": 0.024378833004220724}
{"data_time": 0.008890108205378056, "eta_seconds": 11670.170010714792, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.042997542997543, "fast_rcnn/fg_cls_accuracy": 0.957002457002457, "iteration": 16659, "loss_box_reg": 0.0062651115586049855, "loss_cls": 0.015392800502013415, "loss_rpn_cls": 0.00024164601381926332, "loss_rpn_loc": 0.0011913353955605999, "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": 0.7575804954394698, "total_loss": 0.023110285441816814}
{"data_time": 0.008870745077729225, "eta_seconds": 11654.955657008104, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04383116883116883, "fast_rcnn/fg_cls_accuracy": 0.9561688311688312, "iteration": 16679, "loss_box_reg": 0.006374301388859749, "loss_cls": 0.016110253345686942, "loss_rpn_cls": 0.00022212435123947216, "loss_rpn_loc": 0.0009292381910199765, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7547018164768815, "total_loss": 0.024182951993680035}
{"data_time": 0.009188861586153507, "eta_seconds": 11641.13789089024, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.08831109763493025, "fast_rcnn/fg_cls_accuracy": 0.9116889023650698, "iteration": 16699, "loss_box_reg": 0.006041598739102483, "loss_cls": 0.01815342967165634, "loss_rpn_cls": 0.00024144114036062092, "loss_rpn_loc": 0.0012525783822638914, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.748025668784976, "total_loss": 0.025030540385387212}
{"data_time": 0.007833188399672508, "eta_seconds": 11619.716404355131, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.057467532467532466, "fast_rcnn/fg_cls_accuracy": 0.9425324675324676, "iteration": 16719, "loss_box_reg": 0.006133131741080433, "loss_cls": 0.015151475497987121, "loss_rpn_cls": 0.00019893819603566953, "loss_rpn_loc": 0.0010039768167189322, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.748770734295249, "total_loss": 0.022501278100662603}
{"data_time": 0.00802536029368639, "eta_seconds": 11598.605069861747, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.08758503401360544, "fast_rcnn/fg_cls_accuracy": 0.9124149659863945, "iteration": 16739, "loss_box_reg": 0.006232761428691447, "loss_cls": 0.01765237469226122, "loss_rpn_cls": 0.00025917715595369373, "loss_rpn_loc": 0.0011431091552367434, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7441494846716523, "total_loss": 0.025427284046600107}
{"data_time": 0.00844282191246748, "eta_seconds": 11578.491523869336, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.04830827067669173, "fast_rcnn/fg_cls_accuracy": 0.9516917293233083, "iteration": 16759, "loss_box_reg": 0.006236262910533696, "loss_cls": 0.016811646695714444, "loss_rpn_cls": 0.00016781216595518345, "loss_rpn_loc": 0.0012103803019272164, "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": 0.7644881885498762, "total_loss": 0.02426444404909489}
{"data_time": 0.007400280795991421, "eta_seconds": 11568.204427518882, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.07537878787878788, "fast_rcnn/fg_cls_accuracy": 0.9246212121212121, "iteration": 16779, "loss_box_reg": 0.006293075333815068, "loss_cls": 0.016350719437468797, "loss_rpn_cls": 0.00013929923863997828, "loss_rpn_loc": 0.0010536131158005446, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7606068346649408, "total_loss": 0.02369646650060986}
{"data_time": 0.008444818668067455, "eta_seconds": 11553.00410634745, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06289556962025317, "fast_rcnn/fg_cls_accuracy": 0.9371044303797469, "iteration": 16799, "loss_box_reg": 0.0062821259489282966, "loss_cls": 0.016549898777157068, "loss_rpn_cls": 0.00023577338424729533, "loss_rpn_loc": 0.0010416589393571485, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7553200088441372, "total_loss": 0.024627594194214453}
{"data_time": 0.008404535241425037, "eta_seconds": 11545.095683243126, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1021324354657688, "fast_rcnn/fg_cls_accuracy": 0.8978675645342312, "iteration": 16819, "loss_box_reg": 0.005860083329025656, "loss_cls": 0.016266647959128022, "loss_rpn_cls": 0.00018083722443407169, "loss_rpn_loc": 0.0009096454487007577, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7641270598396659, "total_loss": 0.024776967623438395}
{"data_time": 0.008965974673628807, "eta_seconds": 11527.530519418418, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.04878774356686003, "fast_rcnn/fg_cls_accuracy": 0.95121225643314, "iteration": 16839, "loss_box_reg": 0.006073288153856993, "loss_cls": 0.016289200983010232, "loss_rpn_cls": 0.0001602291802100808, "loss_rpn_loc": 0.0010940411302726716, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7605370385572314, "total_loss": 0.02428199999269509}
{"data_time": 0.008425525389611721, "eta_seconds": 11511.308133412153, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.06463570022008572, "fast_rcnn/fg_cls_accuracy": 0.9353642997799143, "iteration": 16859, "loss_box_reg": 0.0064171504927799106, "loss_cls": 0.017320382758043706, "loss_rpn_cls": 0.0001852087093539012, "loss_rpn_loc": 0.0009385394041601103, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7694772956892848, "total_loss": 0.025121715667467015}
{"data_time": 0.007771329954266548, "eta_seconds": 11493.578726958483, "fast_rcnn/cls_accuracy": 0.9951171875, "fast_rcnn/false_negative": 0.038516746411483255, "fast_rcnn/fg_cls_accuracy": 0.9614832535885167, "iteration": 16879, "loss_box_reg": 0.006203433265909553, "loss_cls": 0.015343198436312377, "loss_rpn_cls": 0.00013028009681192998, "loss_rpn_loc": 0.000912222167244181, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7524283640086651, "total_loss": 0.024330451827609068}
{"data_time": 0.008553764782845974, "eta_seconds": 11473.009013269097, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.043478260869565216, "fast_rcnn/fg_cls_accuracy": 0.9565217391304348, "iteration": 16899, "loss_box_reg": 0.006215450412128121, "loss_cls": 0.01823359658010304, "loss_rpn_cls": 0.00018422216066937835, "loss_rpn_loc": 0.0009948589140549302, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7483316073194146, "total_loss": 0.02598852171809085}
{"data_time": 0.008455111645162106, "eta_seconds": 11453.755345892161, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.08901515151515152, "fast_rcnn/fg_cls_accuracy": 0.9109848484848484, "iteration": 16919, "loss_box_reg": 0.006576016661711037, "loss_cls": 0.017661584890447557, "loss_rpn_cls": 0.0002000756903726142, "loss_rpn_loc": 0.0010765621700556949, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7569707492366433, "total_loss": 0.0260248764852804}
{"data_time": 0.00878093671053648, "eta_seconds": 11443.858469971456, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05877305877305877, "fast_rcnn/fg_cls_accuracy": 0.9412269412269412, "iteration": 16939, "loss_box_reg": 0.006060737476218492, "loss_cls": 0.01645266101695597, "loss_rpn_cls": 0.00015254762439553815, "loss_rpn_loc": 0.0011362276200088672, "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": 0.7712342841550708, "total_loss": 0.024344857388769015}
{"data_time": 0.007717657834291458, "eta_seconds": 11427.236587575637, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.056809024979854954, "fast_rcnn/fg_cls_accuracy": 0.943190975020145, "iteration": 16959, "loss_box_reg": 0.00605816429015249, "loss_cls": 0.013975031499285251, "loss_rpn_cls": 0.00016975254504814075, "loss_rpn_loc": 0.001186838919238653, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.762272453866899, "total_loss": 0.020673403991281702}
{"data_time": 0.008533719927072525, "eta_seconds": 11413.465113700368, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.0630965005302227, "fast_rcnn/fg_cls_accuracy": 0.9369034994697774, "iteration": 16979, "loss_box_reg": 0.006039189582224935, "loss_cls": 0.016653665341436863, "loss_rpn_cls": 0.00025868994043776183, "loss_rpn_loc": 0.0009624477897887118, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7744208220392466, "total_loss": 0.02450938910953937}
{"data_time": 0.007897386327385902, "eta_seconds": 11403.808069379069, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.03055037313432836, "fast_rcnn/fg_cls_accuracy": 0.9694496268656716, "iteration": 16999, "loss_box_reg": 0.0060796443140134215, "loss_cls": 0.015668463660404086, "loss_rpn_cls": 0.0001778741145699314, "loss_rpn_loc": 0.001010839310765732, "lr": 0.001, "roi_head/num_bg_samples": 491.125, "roi_head/num_fg_samples": 20.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7604508120566607, "total_loss": 0.023781947154475347}
{"data_time": 0.008401976898312569, "eta_seconds": 11386.111720213667, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.08004746257758305, "fast_rcnn/fg_cls_accuracy": 0.9199525374224169, "iteration": 17019, "loss_box_reg": 0.00657306716311723, "loss_cls": 0.015159140224568546, "loss_rpn_cls": 0.00020563631142067607, "loss_rpn_loc": 0.0010193823400186375, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7598386984318495, "total_loss": 0.025202669713735304}
{"data_time": 0.007760491222143173, "eta_seconds": 11372.088477311656, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.034166666666666665, "fast_rcnn/fg_cls_accuracy": 0.9658333333333333, "iteration": 17039, "loss_box_reg": 0.005882920289877802, "loss_cls": 0.015133097709622234, "loss_rpn_cls": 0.00021560676964327286, "loss_rpn_loc": 0.0010180049430346116, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.760073060169816, "total_loss": 0.022847593110554953}
{"data_time": 0.008024122565984726, "eta_seconds": 11352.678401158191, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.061466165413533835, "fast_rcnn/fg_cls_accuracy": 0.9385338345864662, "iteration": 17059, "loss_box_reg": 0.006291531433816999, "loss_cls": 0.01602856273530051, "loss_rpn_cls": 0.0001859206845438166, "loss_rpn_loc": 0.0010224487268715166, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7544087180867791, "total_loss": 0.024733907707002345}
{"data_time": 0.008115331642329693, "eta_seconds": 11337.481723022647, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.08588709677419354, "fast_rcnn/fg_cls_accuracy": 0.9141129032258064, "iteration": 17079, "loss_box_reg": 0.006137475953437388, "loss_cls": 0.016040492278989404, "loss_rpn_cls": 0.00018215770001006604, "loss_rpn_loc": 0.0008751759305596352, "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": 0.7560824789106846, "total_loss": 0.023980798198635966}
{"data_time": 0.008021457120776176, "eta_seconds": 11323.640931721777, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.12743506493506493, "fast_rcnn/fg_cls_accuracy": 0.872564935064935, "iteration": 17099, "loss_box_reg": 0.006096120807342231, "loss_cls": 0.017310417431872338, "loss_rpn_cls": 0.0002013076482398901, "loss_rpn_loc": 0.0009605885643395595, "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": 0.7457152232527733, "total_loss": 0.024780910830372704}
{"data_time": 0.008448281325399876, "eta_seconds": 11308.442433726043, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.047619047619047616, "fast_rcnn/fg_cls_accuracy": 0.9523809523809523, "iteration": 17119, "loss_box_reg": 0.006283123220782727, "loss_cls": 0.016307786863762885, "loss_rpn_cls": 0.0001599415832060913, "loss_rpn_loc": 0.0011395507463021204, "lr": 0.001, "roi_head/num_bg_samples": 491.375, "roi_head/num_fg_samples": 20.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7863896945491433, "total_loss": 0.02352282174717857}
{"data_time": 0.007942643947899342, "eta_seconds": 11297.201621439308, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05893300248138958, "fast_rcnn/fg_cls_accuracy": 0.9410669975186104, "iteration": 17139, "loss_box_reg": 0.005836959433509037, "loss_cls": 0.016671450342983007, "loss_rpn_cls": 0.00041160568002851505, "loss_rpn_loc": 0.0008456170908175409, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7631299514323473, "total_loss": 0.024167869126813457}
{"data_time": 0.008086376823484898, "eta_seconds": 11281.997797172517, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.07291666666666666, "fast_rcnn/fg_cls_accuracy": 0.9270833333333333, "iteration": 17159, "loss_box_reg": 0.005973591236397624, "loss_cls": 0.015828183211851865, "loss_rpn_cls": 0.0002665617703314638, "loss_rpn_loc": 0.0012028030978399329, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7657215353101492, "total_loss": 0.024377839335215867}
{"data_time": 0.007917627692222595, "eta_seconds": 11267.92382826563, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04486215538847117, "fast_rcnn/fg_cls_accuracy": 0.9551378446115288, "iteration": 17179, "loss_box_reg": 0.0062373942346312106, "loss_cls": 0.017423275974579155, "loss_rpn_cls": 0.0002418648398361256, "loss_rpn_loc": 0.0010198155214311555, "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": 0.7738096313551068, "total_loss": 0.02590936791216336}
{"data_time": 0.008274896070361137, "eta_seconds": 11249.30509117432, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.06907378335949765, "fast_rcnn/fg_cls_accuracy": 0.9309262166405023, "iteration": 17199, "loss_box_reg": 0.006189886364154518, "loss_cls": 0.015743924886919558, "loss_rpn_cls": 0.0001521554506780376, "loss_rpn_loc": 0.0011752913560485467, "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": 0.7551429020240903, "total_loss": 0.023082926814367966}
{"data_time": 0.00834153313189745, "eta_seconds": 11232.449943747371, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.04945608380338437, "fast_rcnn/fg_cls_accuracy": 0.9505439161966156, "iteration": 17219, "loss_box_reg": 0.006045515940058976, "loss_cls": 0.014897681714501232, "loss_rpn_cls": 0.00017112077694036998, "loss_rpn_loc": 0.0010899364788201638, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7584185265004635, "total_loss": 0.023297417818639587}
{"data_time": 0.008215679787099361, "eta_seconds": 11220.065370870754, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.07813292744799594, "fast_rcnn/fg_cls_accuracy": 0.9218670725520041, "iteration": 17239, "loss_box_reg": 0.005930082057602704, "loss_cls": 0.01547115616267547, "loss_rpn_cls": 0.00019708158902176365, "loss_rpn_loc": 0.0010659569961717352, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7686359938234091, "total_loss": 0.022611043079479032}
{"data_time": 0.008295397274196148, "eta_seconds": 11203.702881494537, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06350806451612903, "fast_rcnn/fg_cls_accuracy": 0.936491935483871, "iteration": 17259, "loss_box_reg": 0.005972531507723033, "loss_cls": 0.016097054642159492, "loss_rpn_cls": 0.0002921060918197327, "loss_rpn_loc": 0.0011219203588552773, "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": 0.7616389691829681, "total_loss": 0.023664311446623287}
{"data_time": 0.0082847336307168, "eta_seconds": 11190.993073635735, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.05284775465498357, "fast_rcnn/fg_cls_accuracy": 0.9471522453450165, "iteration": 17279, "loss_box_reg": 0.006084831198677421, "loss_cls": 0.01863423443865031, "loss_rpn_cls": 0.00031227290355673176, "loss_rpn_loc": 0.001087536678824108, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7616017377004027, "total_loss": 0.025621162534434916}
{"data_time": 0.00901779718697071, "eta_seconds": 11174.458438938484, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05517503805175038, "fast_rcnn/fg_cls_accuracy": 0.9448249619482496, "iteration": 17299, "loss_box_reg": 0.006131251866463572, "loss_cls": 0.01638625469058752, "loss_rpn_cls": 0.0002638390710671956, "loss_rpn_loc": 0.0009019723001983948, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7588599175214767, "total_loss": 0.02486704725282607}
{"data_time": 0.008432434871792793, "eta_seconds": 11154.443964068778, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.04612676056338028, "fast_rcnn/fg_cls_accuracy": 0.9538732394366196, "iteration": 17319, "loss_box_reg": 0.005873603455256671, "loss_cls": 0.015072673559188843, "loss_rpn_cls": 0.00012731081983474724, "loss_rpn_loc": 0.0008354317105840892, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7509111631661654, "total_loss": 0.022440318442022544}
{"data_time": 0.007498949766159058, "eta_seconds": 11137.062580375, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06195279786829083, "fast_rcnn/fg_cls_accuracy": 0.9380472021317092, "iteration": 17339, "loss_box_reg": 0.006449908309150487, "loss_cls": 0.015988234721589833, "loss_rpn_cls": 0.000175530884462205, "loss_rpn_loc": 0.001189013524708571, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7540322542190552, "total_loss": 0.02428139881652669}
{"data_time": 0.008710382506251335, "eta_seconds": 11118.508180453442, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.08227848101265822, "fast_rcnn/fg_cls_accuracy": 0.9177215189873418, "iteration": 17359, "loss_box_reg": 0.005875852250028402, "loss_cls": 0.015611007926054299, "loss_rpn_cls": 0.0002002423948397336, "loss_rpn_loc": 0.001038968883221969, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7520876098424196, "total_loss": 0.02299036681006328}
{"data_time": 0.007866471074521542, "eta_seconds": 11100.265504235402, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05266805266805267, "fast_rcnn/fg_cls_accuracy": 0.9473319473319473, "iteration": 17379, "loss_box_reg": 0.006497962051071227, "loss_cls": 0.018010662053711712, "loss_rpn_cls": 0.00014422425601878786, "loss_rpn_loc": 0.0009465665280004032, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7461196351796389, "total_loss": 0.026200760780056953}
{"data_time": 0.007969977334141731, "eta_seconds": 11078.979780010879, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05502717391304348, "fast_rcnn/fg_cls_accuracy": 0.9449728260869565, "iteration": 17399, "loss_box_reg": 0.005963052972219884, "loss_cls": 0.016425283742137253, "loss_rpn_cls": 0.00022421126914196066, "loss_rpn_loc": 0.0010077169099531602, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.748401764780283, "total_loss": 0.023864322845383867}
{"data_time": 0.008795548230409622, "eta_seconds": 11069.897497931495, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.05245075584058635, "fast_rcnn/fg_cls_accuracy": 0.9475492441594137, "iteration": 17419, "loss_box_reg": 0.00607442541513592, "loss_cls": 0.016355685598682612, "loss_rpn_cls": 0.00013670162752532633, "loss_rpn_loc": 0.0010121552913915366, "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": 0.7629005471244454, "total_loss": 0.024109319527788386}
{"data_time": 0.008534794673323631, "eta_seconds": 11048.628489606082, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.04002846468599893, "fast_rcnn/fg_cls_accuracy": 0.959971535314001, "iteration": 17439, "loss_box_reg": 0.0061285668052732944, "loss_cls": 0.018463859625626355, "loss_rpn_cls": 0.00033925061234185705, "loss_rpn_loc": 0.0011580844293348491, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.7552994396537542, "total_loss": 0.025389809015962328}
{"data_time": 0.008284371346235275, "eta_seconds": 11033.452844403684, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06569907248368259, "fast_rcnn/fg_cls_accuracy": 0.9343009275163174, "iteration": 17459, "loss_box_reg": 0.006105622451286763, "loss_cls": 0.01547367055900395, "loss_rpn_cls": 0.00022573170326722902, "loss_rpn_loc": 0.0009934984736901242, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7664904482662678, "total_loss": 0.023477581367387756}
{"data_time": 0.00855101179331541, "eta_seconds": 11019.996985547245, "fast_rcnn/cls_accuracy": 0.996337890625, "fast_rcnn/false_negative": 0.03300865800865801, "fast_rcnn/fg_cls_accuracy": 0.9669913419913421, "iteration": 17479, "loss_box_reg": 0.006277018052060157, "loss_cls": 0.014889965648762882, "loss_rpn_cls": 0.00017258950799714512, "loss_rpn_loc": 0.0009099435119424015, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7627741452306509, "total_loss": 0.023479502288751064}
{"data_time": 0.008141092956066132, "eta_seconds": 11006.06050979998, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.06327469012395043, "fast_rcnn/fg_cls_accuracy": 0.9367253098760495, "iteration": 17499, "loss_box_reg": 0.006011119752656668, "loss_cls": 0.014772986294701695, "loss_rpn_cls": 0.00017524940813018475, "loss_rpn_loc": 0.0009291653514083009, "lr": 0.001, "roi_head/num_bg_samples": 491.375, "roi_head/num_fg_samples": 20.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7645219238474965, "total_loss": 0.022659082569504108}
{"data_time": 0.007865484803915024, "eta_seconds": 10990.880783560686, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.04383116883116883, "fast_rcnn/fg_cls_accuracy": 0.9561688311688312, "iteration": 17519, "loss_box_reg": 0.006034564517904073, "loss_cls": 0.016194542753510177, "loss_rpn_cls": 0.00018300041438124026, "loss_rpn_loc": 0.0011713338135450613, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7604524027556181, "total_loss": 0.023806751829852146}
{"data_time": 0.008778615854680538, "eta_seconds": 10977.178036658093, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.056517412935323384, "fast_rcnn/fg_cls_accuracy": 0.9434825870646766, "iteration": 17539, "loss_box_reg": 0.005946169956587255, "loss_cls": 0.015472413622774184, "loss_rpn_cls": 0.00016634743610666192, "loss_rpn_loc": 0.0010210160544374958, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.763060306198895, "total_loss": 0.022852191299534752}
{"data_time": 0.008704383857548237, "eta_seconds": 10955.69767084904, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05328824626865672, "fast_rcnn/fg_cls_accuracy": 0.9467117537313433, "iteration": 17559, "loss_box_reg": 0.006151729670818895, "loss_cls": 0.015638614888302982, "loss_rpn_cls": 0.0001627393198759819, "loss_rpn_loc": 0.0010069979398394935, "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": 0.742204749956727, "total_loss": 0.022677971883695136}
{"data_time": 0.008174166083335876, "eta_seconds": 10931.081313072704, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.05715447154471545, "fast_rcnn/fg_cls_accuracy": 0.9428455284552846, "iteration": 17579, "loss_box_reg": 0.006021571520250291, "loss_cls": 0.016225598461460322, "loss_rpn_cls": 0.000167574769420753, "loss_rpn_loc": 0.0010029626355390064, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7444420848041773, "total_loss": 0.023229815561307987}
{"data_time": 0.007675915956497192, "eta_seconds": 10913.401347471401, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.047418630751964085, "fast_rcnn/fg_cls_accuracy": 0.9525813692480359, "iteration": 17599, "loss_box_reg": 0.005815532524138689, "loss_cls": 0.015412041684612632, "loss_rpn_cls": 0.00013115499496052507, "loss_rpn_loc": 0.0009477286221226677, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7566469321027398, "total_loss": 0.022214322922820884}
{"data_time": 0.007843799889087677, "eta_seconds": 10902.429020834155, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.05271371597017513, "fast_rcnn/fg_cls_accuracy": 0.9472862840298248, "iteration": 17619, "loss_box_reg": 0.0058011835790239275, "loss_cls": 0.015289889881387353, "loss_rpn_cls": 0.00018293565517524257, "loss_rpn_loc": 0.001025891298922943, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7598486384376884, "total_loss": 0.022808668093375672}
{"data_time": 0.007532920688390732, "eta_seconds": 10885.601465712301, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.09250474383301707, "fast_rcnn/fg_cls_accuracy": 0.9074952561669829, "iteration": 17639, "loss_box_reg": 0.006226862373296171, "loss_cls": 0.015793084225151688, "loss_rpn_cls": 0.00013793840207654284, "loss_rpn_loc": 0.0011001090533682145, "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": 0.7547166310250759, "total_loss": 0.022588720165003906}
{"data_time": 0.008243231102824211, "eta_seconds": 10872.104484234937, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.05178571428571428, "fast_rcnn/fg_cls_accuracy": 0.9482142857142857, "iteration": 17659, "loss_box_reg": 0.006120081641711295, "loss_cls": 0.017165135766845196, "loss_rpn_cls": 0.000172844502458247, "loss_rpn_loc": 0.0012866286451753695, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7627984909340739, "total_loss": 0.0238600163575029}
{"data_time": 0.007996228523552418, "eta_seconds": 10858.553902544081, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.0772669220945083, "fast_rcnn/fg_cls_accuracy": 0.9227330779054916, "iteration": 17679, "loss_box_reg": 0.0060781456413678825, "loss_cls": 0.017073041410185397, "loss_rpn_cls": 0.00023508982394560007, "loss_rpn_loc": 0.0010813153348863125, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7537097344174981, "total_loss": 0.024881572655431228}
{"data_time": 0.007090920582413673, "eta_seconds": 10846.65846709907, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.04286589099816289, "fast_rcnn/fg_cls_accuracy": 0.957134109001837, "iteration": 17699, "loss_box_reg": 0.0061912327946629375, "loss_cls": 0.01601876987842843, "loss_rpn_cls": 0.00016663922997395275, "loss_rpn_loc": 0.001042216295900289, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7587320851162076, "total_loss": 0.02358564062978985}
{"data_time": 0.007731062360107899, "eta_seconds": 10837.860818855464, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06635802469135801, "fast_rcnn/fg_cls_accuracy": 0.933641975308642, "iteration": 17719, "loss_box_reg": 0.0063401899533346295, "loss_cls": 0.01672258146572858, "loss_rpn_cls": 0.0002514909706405888, "loss_rpn_loc": 0.0009619051124900579, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7610923899337649, "total_loss": 0.023522336722635373}
{"data_time": 0.008381820283830166, "eta_seconds": 10821.686433271505, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.08798599594619494, "fast_rcnn/fg_cls_accuracy": 0.912014004053805, "iteration": 17739, "loss_box_reg": 0.006010363751556724, "loss_cls": 0.015587643021717668, "loss_rpn_cls": 0.00024896199317936407, "loss_rpn_loc": 0.0010392085823696107, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7514461558312178, "total_loss": 0.02328803402917856}
{"data_time": 0.00772765651345253, "eta_seconds": 10803.598078692332, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05047619047619048, "fast_rcnn/fg_cls_accuracy": 0.9495238095238094, "iteration": 17759, "loss_box_reg": 0.0057284184149466455, "loss_cls": 0.015681153163313866, "loss_rpn_cls": 0.000226680120022138, "loss_rpn_loc": 0.001039413757098373, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7448147842660546, "total_loss": 0.023994810253498144}
{"data_time": 0.008687961846590042, "eta_seconds": 10781.13087443728, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.044466403162055336, "fast_rcnn/fg_cls_accuracy": 0.9555335968379447, "iteration": 17779, "loss_box_reg": 0.006376337318215519, "loss_cls": 0.01721795549383387, "loss_rpn_cls": 0.00014739713378730812, "loss_rpn_loc": 0.001001355551125016, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7442208547145128, "total_loss": 0.0245971976798387}
{"data_time": 0.008869431912899017, "eta_seconds": 10765.96860613767, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05620815965643552, "fast_rcnn/fg_cls_accuracy": 0.9437918403435644, "iteration": 17799, "loss_box_reg": 0.005783449043519795, "loss_cls": 0.01642711542081088, "loss_rpn_cls": 0.00013355045484786388, "loss_rpn_loc": 0.0010238546019536443, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7564969966188073, "total_loss": 0.023361092378308967}
{"data_time": 0.0079059898853302, "eta_seconds": 10744.576991474256, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04697802197802198, "fast_rcnn/fg_cls_accuracy": 0.953021978021978, "iteration": 17819, "loss_box_reg": 0.005767098860815167, "loss_cls": 0.01738754619145766, "loss_rpn_cls": 0.0002055639040463575, "loss_rpn_loc": 0.0010215294241788797, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7623430788516998, "total_loss": 0.025102831547883397}
{"data_time": 0.008100061677396297, "eta_seconds": 10728.49970985949, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.1145104895104895, "fast_rcnn/fg_cls_accuracy": 0.8854895104895104, "iteration": 17839, "loss_box_reg": 0.006070572009775788, "loss_cls": 0.016733746975660324, "loss_rpn_cls": 0.0001316505960176073, "loss_rpn_loc": 0.0011338453477947041, "lr": 0.001, "roi_head/num_bg_samples": 491.125, "roi_head/num_fg_samples": 20.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7459578709676862, "total_loss": 0.02319487361478423}
{"data_time": 0.008310552686452866, "eta_seconds": 10707.235860249028, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.053941120607787274, "fast_rcnn/fg_cls_accuracy": 0.9460588793922127, "iteration": 17859, "loss_box_reg": 0.00594391516642645, "loss_cls": 0.016347133088856936, "loss_rpn_cls": 0.0001815723637719202, "loss_rpn_loc": 0.0009144243595073931, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7539474330842495, "total_loss": 0.02366049337433651}
{"data_time": 0.009000520221889019, "eta_seconds": 10695.068443978205, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04013111268603827, "fast_rcnn/fg_cls_accuracy": 0.9598688873139618, "iteration": 17879, "loss_box_reg": 0.005799894395750016, "loss_cls": 0.015209865581709892, "loss_rpn_cls": 0.0001893044460530291, "loss_rpn_loc": 0.0008939069302869029, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.749136108905077, "total_loss": 0.022014529925939996}
{"data_time": 0.0076159462332725525, "eta_seconds": 10683.043175533414, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.06581319870176704, "fast_rcnn/fg_cls_accuracy": 0.934186801298233, "iteration": 17899, "loss_box_reg": 0.006110476999310777, "loss_cls": 0.016381314664613456, "loss_rpn_cls": 0.00016142078402481275, "loss_rpn_loc": 0.000933928786253091, "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": 0.7708120867609978, "total_loss": 0.024001759663178746}
{"data_time": 0.00798015110194683, "eta_seconds": 10668.809577388689, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.05408163265306122, "fast_rcnn/fg_cls_accuracy": 0.9459183673469388, "iteration": 17919, "loss_box_reg": 0.005953757034149021, "loss_cls": 0.015421620337292552, "loss_rpn_cls": 0.00021772008778953023, "loss_rpn_loc": 0.001091892994736554, "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": 0.7563069947063923, "total_loss": 0.02233868807871886}
{"data_time": 0.008382846601307392, "eta_seconds": 10646.661723425612, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.08974358974358974, "fast_rcnn/fg_cls_accuracy": 0.9102564102564102, "iteration": 17939, "loss_box_reg": 0.00621181185124442, "loss_cls": 0.01638537470716983, "loss_rpn_cls": 0.00020195331762806745, "loss_rpn_loc": 0.0009833185758907348, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7531469007954001, "total_loss": 0.024210501013499197}
{"data_time": 0.007633461616933346, "eta_seconds": 10634.503691428341, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.042471910112359554, "fast_rcnn/fg_cls_accuracy": 0.9575280898876404, "iteration": 17959, "loss_box_reg": 0.00605216744588688, "loss_cls": 0.017547680879943073, "loss_rpn_cls": 0.00018999491237536859, "loss_rpn_loc": 0.0009623367986932863, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.771699626930058, "total_loss": 0.02532989860787893}
{"data_time": 0.007792477495968342, "eta_seconds": 10619.355904673226, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.060220296135789095, "fast_rcnn/fg_cls_accuracy": 0.9397797038642108, "iteration": 17979, "loss_box_reg": 0.005898108647670597, "loss_cls": 0.016602379677351564, "loss_rpn_cls": 0.00019475204544505686, "loss_rpn_loc": 0.0009026768311741762, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7625298006460071, "total_loss": 0.024916130893188893}
{"data_time": 0.007985920645296574, "eta_seconds": 10598.981529269367, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.04316239316239316, "fast_rcnn/fg_cls_accuracy": 0.9568376068376068, "iteration": 17999, "loss_box_reg": 0.005879013566300273, "loss_cls": 0.01508246798766777, "loss_rpn_cls": 0.00014005170669406652, "loss_rpn_loc": 0.0010275030363118276, "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": 0.7469464736059308, "total_loss": 0.02335586978858828}
{"data_time": 0.008102011866867542, "eta_seconds": 10585.03455375228, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07964135021097046, "fast_rcnn/fg_cls_accuracy": 0.9203586497890295, "iteration": 18019, "loss_box_reg": 0.006220976065378636, "loss_cls": 0.01633355056401342, "loss_rpn_cls": 0.0001454606554034399, "loss_rpn_loc": 0.0010157225624425337, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7603049082681537, "total_loss": 0.023641280218953398}
{"data_time": 0.009016187861561775, "eta_seconds": 10568.165223395452, "fast_rcnn/cls_accuracy": 0.9951171875, "fast_rcnn/false_negative": 0.032036613272311214, "fast_rcnn/fg_cls_accuracy": 0.9679633867276888, "iteration": 18039, "loss_box_reg": 0.006063448439817876, "loss_cls": 0.01726147858425975, "loss_rpn_cls": 0.00012774487640854204, "loss_rpn_loc": 0.0009870642388705164, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7539190026000142, "total_loss": 0.024823042350590185}
{"data_time": 0.009232011623680592, "eta_seconds": 10553.02567003481, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.048701298701298704, "fast_rcnn/fg_cls_accuracy": 0.9512987012987013, "iteration": 18059, "loss_box_reg": 0.005913372559007257, "loss_cls": 0.01738265698077157, "loss_rpn_cls": 0.00020713577583819642, "loss_rpn_loc": 0.0009549249843985308, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7482434650883079, "total_loss": 0.024382854747898364}
{"data_time": 0.00771227665245533, "eta_seconds": 10537.88611667417, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.04369369369369369, "fast_rcnn/fg_cls_accuracy": 0.9563063063063063, "iteration": 18079, "loss_box_reg": 0.005932284169830382, "loss_cls": 0.015511244302615523, "loss_rpn_cls": 0.00020126989852542465, "loss_rpn_loc": 0.0010800160016515292, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7558063995093107, "total_loss": 0.023402095179619664}
{"data_time": 0.0075336480513215065, "eta_seconds": 10528.469184142537, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.07557864903164856, "fast_rcnn/fg_cls_accuracy": 0.9244213509683514, "iteration": 18099, "loss_box_reg": 0.006004753347951919, "loss_cls": 0.017404424375854433, "loss_rpn_cls": 0.00021422291683848016, "loss_rpn_loc": 0.0008752803514653351, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7635912159457803, "total_loss": 0.025432636035475298}
{"data_time": 0.008955125696957111, "eta_seconds": 10509.511426552199, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.038282369804108936, "fast_rcnn/fg_cls_accuracy": 0.9617176301958911, "iteration": 18119, "loss_box_reg": 0.006097267789300531, "loss_cls": 0.016991457960102707, "loss_rpn_cls": 0.00014971077251857423, "loss_rpn_loc": 0.0011439763620728627, "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": 0.7535437466576695, "total_loss": 0.024261105268010397}
{"data_time": 0.008003191091120243, "eta_seconds": 10495.226381367072, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.07387387387387387, "fast_rcnn/fg_cls_accuracy": 0.9261261261261262, "iteration": 18139, "loss_box_reg": 0.005990636476781219, "loss_cls": 0.016277416667435318, "loss_rpn_cls": 0.00018009328368862043, "loss_rpn_loc": 0.0010561319068074226, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7714305259287357, "total_loss": 0.023644030745231248}
{"data_time": 0.008381814695894718, "eta_seconds": 10477.85896340385, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.05393000573723465, "fast_rcnn/fg_cls_accuracy": 0.9460699942627653, "iteration": 18159, "loss_box_reg": 0.0057668876252137125, "loss_cls": 0.015779195469804108, "loss_rpn_cls": 0.0002917826996053918, "loss_rpn_loc": 0.0009552094779792242, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7505634110420942, "total_loss": 0.022334581782160967}
{"data_time": 0.008127907291054726, "eta_seconds": 10460.287132149562, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.03614640048396854, "fast_rcnn/fg_cls_accuracy": 0.9638535995160314, "iteration": 18179, "loss_box_reg": 0.005936707049841061, "loss_cls": 0.0179252959205769, "loss_rpn_cls": 0.00024624883099022554, "loss_rpn_loc": 0.0009828498295973986, "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": 0.7632847232744098, "total_loss": 0.02551217473478573}
{"data_time": 0.008035455830395222, "eta_seconds": 10445.150329990312, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.038218111002921135, "fast_rcnn/fg_cls_accuracy": 0.9617818889970788, "iteration": 18199, "loss_box_reg": 0.0057935998775064945, "loss_cls": 0.01552505639847368, "loss_rpn_cls": 0.0002997708784278075, "loss_rpn_loc": 0.0010072885925183073, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7429936388507485, "total_loss": 0.023568477883372907}
{"data_time": 0.008490132167935371, "eta_seconds": 10432.438001204282, "fast_rcnn/cls_accuracy": 0.9951171875, "fast_rcnn/false_negative": 0.03663440059568131, "fast_rcnn/fg_cls_accuracy": 0.9633655994043187, "iteration": 18219, "loss_box_reg": 0.006000461173243821, "loss_cls": 0.016039231850299984, "loss_rpn_cls": 0.00015025584207251086, "loss_rpn_loc": 0.001110816971049644, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7665453888475895, "total_loss": 0.02438030533858182}
{"data_time": 0.009968501515686512, "eta_seconds": 10414.876725671813, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.06501874414245548, "fast_rcnn/fg_cls_accuracy": 0.9349812558575445, "iteration": 18239, "loss_box_reg": 0.0059454337460920215, "loss_cls": 0.016103937290608883, "loss_rpn_cls": 0.00015202777410650015, "loss_rpn_loc": 0.0010594770501484163, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7629517633467913, "total_loss": 0.023557288869398008}
{"data_time": 0.00819706916809082, "eta_seconds": 10397.339699660428, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06349206349206349, "fast_rcnn/fg_cls_accuracy": 0.9365079365079365, "iteration": 18259, "loss_box_reg": 0.005962499883025885, "loss_cls": 0.015925672778394073, "loss_rpn_cls": 0.00015043077262077986, "loss_rpn_loc": 0.0010246959427604452, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7617534743621945, "total_loss": 0.023313268495655848}
{"data_time": 0.007989892736077309, "eta_seconds": 10384.603121353313, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06371753246753246, "fast_rcnn/fg_cls_accuracy": 0.9362824675324675, "iteration": 18279, "loss_box_reg": 0.005908687540795654, "loss_cls": 0.01740807801252231, "loss_rpn_cls": 0.0001725429881389573, "loss_rpn_loc": 0.0014410367220989428, "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": 0.7686130106449127, "total_loss": 0.02548813114663062}
{"data_time": 0.007903024554252625, "eta_seconds": 10363.3907104237, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.06111111111111111, "fast_rcnn/fg_cls_accuracy": 0.9388888888888889, "iteration": 18299, "loss_box_reg": 0.006108739471528679, "loss_cls": 0.017883397871628404, "loss_rpn_cls": 0.00017084322644222993, "loss_rpn_loc": 0.0009936230235325638, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.749663463793695, "total_loss": 0.02584533057574845}
{"data_time": 0.008434899151325226, "eta_seconds": 10351.939773746766, "fast_rcnn/cls_accuracy": 0.996337890625, "fast_rcnn/false_negative": 0.028577260665441927, "fast_rcnn/fg_cls_accuracy": 0.971422739334558, "iteration": 18319, "loss_box_reg": 0.005908788938540965, "loss_cls": 0.016322518640663475, "loss_rpn_cls": 0.00016850855365646566, "loss_rpn_loc": 0.0009765474678715691, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7560349302366376, "total_loss": 0.023509297259806772}
{"data_time": 0.008017241023480892, "eta_seconds": 10341.596076805145, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.0508347602739726, "fast_rcnn/fg_cls_accuracy": 0.9491652397260274, "iteration": 18339, "loss_box_reg": 0.005883408477529883, "loss_cls": 0.014986571564804763, "loss_rpn_cls": 0.00015125548421224266, "loss_rpn_loc": 0.0010627471492625773, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7644171910360456, "total_loss": 0.02249108067340444}
{"data_time": 0.008636735379695892, "eta_seconds": 10331.079655165784, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.04472402597402597, "fast_rcnn/fg_cls_accuracy": 0.955275974025974, "iteration": 18359, "loss_box_reg": 0.0058688780991360545, "loss_cls": 0.015984133817255497, "loss_rpn_cls": 0.00015113619770090736, "loss_rpn_loc": 0.0008745498271309771, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7628958569839597, "total_loss": 0.023240335568516457}
{"data_time": 0.007851393893361092, "eta_seconds": 10319.390900924802, "fast_rcnn/cls_accuracy": 0.99560546875, "fast_rcnn/false_negative": 0.034523809523809526, "fast_rcnn/fg_cls_accuracy": 0.9654761904761905, "iteration": 18379, "loss_box_reg": 0.0060804164968431, "loss_cls": 0.014281702577136457, "loss_rpn_cls": 0.00012609508894456667, "loss_rpn_loc": 0.001051901464961702, "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": 0.7638324135914445, "total_loss": 0.021609976787658525}
{"data_time": 0.008783009834587574, "eta_seconds": 10309.613739608787, "fast_rcnn/cls_accuracy": 0.995361328125, "fast_rcnn/false_negative": 0.025856389986824768, "fast_rcnn/fg_cls_accuracy": 0.9741436100131753, "iteration": 18399, "loss_box_reg": 0.005843372491654009, "loss_cls": 0.014916341402567923, "loss_rpn_cls": 0.00017800322393668466, "loss_rpn_loc": 0.001138211075158324, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7623370653018355, "total_loss": 0.02198829614371789}
{"data_time": 0.008690529502928257, "eta_seconds": 10288.526048300788, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.06536226930963773, "fast_rcnn/fg_cls_accuracy": 0.9346377306903623, "iteration": 18419, "loss_box_reg": 0.005985854659229517, "loss_cls": 0.016415471327491105, "loss_rpn_cls": 0.00020298768845350423, "loss_rpn_loc": 0.0011000861159118358, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7450240822508931, "total_loss": 0.02392000302040742}
{"data_time": 0.00806179828941822, "eta_seconds": 10273.374695604667, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.038980509745127435, "fast_rcnn/fg_cls_accuracy": 0.9610194902548725, "iteration": 18439, "loss_box_reg": 0.00573578622424975, "loss_cls": 0.01450374856358394, "loss_rpn_cls": 0.00027612992516878876, "loss_rpn_loc": 0.001028345424856525, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7660547997802496, "total_loss": 0.022940195999467505}
{"data_time": 0.008293292485177517, "eta_seconds": 10262.1547838673, "fast_rcnn/cls_accuracy": 0.988037109375, "fast_rcnn/false_negative": 0.07522624434389141, "fast_rcnn/fg_cls_accuracy": 0.9247737556561086, "iteration": 18459, "loss_box_reg": 0.006101232371293008, "loss_cls": 0.017085582541767508, "loss_rpn_cls": 0.00014248567566710335, "loss_rpn_loc": 0.0009902089295792393, "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": 0.774286444298923, "total_loss": 0.02452939227623574}
{"data_time": 0.008178247138857841, "eta_seconds": 10245.364690762013, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.04747191011235955, "fast_rcnn/fg_cls_accuracy": 0.9525280898876405, "iteration": 18479, "loss_box_reg": 0.006156687159091234, "loss_cls": 0.016980035754386336, "loss_rpn_cls": 0.00017259366939015308, "loss_rpn_loc": 0.0009564600040903315, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7647534804418683, "total_loss": 0.023695094073332257}
{"data_time": 0.008560883812606335, "eta_seconds": 10229.3585756924, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.038167475728155334, "fast_rcnn/fg_cls_accuracy": 0.9618325242718446, "iteration": 18499, "loss_box_reg": 0.005883425648789853, "loss_cls": 0.015597718360368162, "loss_rpn_cls": 0.00017207785765549488, "loss_rpn_loc": 0.0010279991292918567, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7567701628431678, "total_loss": 0.0233339639978567}
{"data_time": 0.008320184424519539, "eta_seconds": 10215.055202733725, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.04508611955420466, "fast_rcnn/fg_cls_accuracy": 0.9549138804457953, "iteration": 18519, "loss_box_reg": 0.005900923104491085, "loss_cls": 0.01652236725203693, "loss_rpn_cls": 0.00016097131447168067, "loss_rpn_loc": 0.0008795946050668135, "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": 0.7670980598777533, "total_loss": 0.023877781324074476}
{"data_time": 0.008030530996620655, "eta_seconds": 10199.900458719581, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06231884057971014, "fast_rcnn/fg_cls_accuracy": 0.9376811594202898, "iteration": 18539, "loss_box_reg": 0.005829496250953525, "loss_cls": 0.015754066116642207, "loss_rpn_cls": 0.00018961399234740384, "loss_rpn_loc": 0.001013341770885745, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7596273915842175, "total_loss": 0.023517545680988405}
{"data_time": 0.008660213090479374, "eta_seconds": 10187.867830857635, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.06173780487804878, "fast_rcnn/fg_cls_accuracy": 0.9382621951219512, "iteration": 18559, "loss_box_reg": 0.0059844383504241705, "loss_cls": 0.01606080576311797, "loss_rpn_cls": 0.000155407771217142, "loss_rpn_loc": 0.0010211953995167278, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7522695455700159, "total_loss": 0.023651647903989215}
{"data_time": 0.007876977324485779, "eta_seconds": 10178.447710707784, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.1107103825136612, "fast_rcnn/fg_cls_accuracy": 0.8892896174863387, "iteration": 18579, "loss_box_reg": 0.005980744259431958, "loss_cls": 0.016295644629281014, "loss_rpn_cls": 0.00022956077873459435, "loss_rpn_loc": 0.0010217575272690738, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.768025659956038, "total_loss": 0.0244873040113589}
{"data_time": 0.008218290284276009, "eta_seconds": 10168.633332339115, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.0436091386230318, "fast_rcnn/fg_cls_accuracy": 0.9563908613769682, "iteration": 18599, "loss_box_reg": 0.00591635174350813, "loss_cls": 0.016718277940526605, "loss_rpn_cls": 0.00021862485959900368, "loss_rpn_loc": 0.0009091360479942523, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7652768045663834, "total_loss": 0.02429335594524673}
{"data_time": 0.008120676502585411, "eta_seconds": 10149.767231885344, "fast_rcnn/cls_accuracy": 0.9951171875, "fast_rcnn/false_negative": 0.03913857677902621, "fast_rcnn/fg_cls_accuracy": 0.9608614232209738, "iteration": 18619, "loss_box_reg": 0.00595492561114952, "loss_cls": 0.01566167891724035, "loss_rpn_cls": 0.000211445511013153, "loss_rpn_loc": 0.0008501971606165171, "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": 0.754003475420177, "total_loss": 0.022506634093304}
{"data_time": 0.00869370810687542, "eta_seconds": 10138.281468053348, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.0981359649122807, "fast_rcnn/fg_cls_accuracy": 0.9018640350877194, "iteration": 18639, "loss_box_reg": 0.005662236188072711, "loss_cls": 0.014016528672073036, "loss_rpn_cls": 0.00021258781362121226, "loss_rpn_loc": 0.0010844219359569252, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7603170638903975, "total_loss": 0.02105293207188197}
{"data_time": 0.007962769828736782, "eta_seconds": 10127.073623707518, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.048850574712643674, "fast_rcnn/fg_cls_accuracy": 0.9511494252873562, "iteration": 18659, "loss_box_reg": 0.005892851622775197, "loss_cls": 0.016135388636030257, "loss_rpn_cls": 0.00021033221878496988, "loss_rpn_loc": 0.0009522833133814856, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7849283441901207, "total_loss": 0.02470489188817737}
{"data_time": 0.008245094679296017, "eta_seconds": 10109.655683547258, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.06299603174603174, "fast_rcnn/fg_cls_accuracy": 0.9370039682539683, "iteration": 18679, "loss_box_reg": 0.005727452167775482, "loss_cls": 0.01599045959301293, "loss_rpn_cls": 9.749520017976465e-05, "loss_rpn_loc": 0.00078773020504741, "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": 0.7465537171810865, "total_loss": 0.023012706422321116}
{"data_time": 0.007624239660799503, "eta_seconds": 10094.477159887552, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.05083655083655084, "fast_rcnn/fg_cls_accuracy": 0.9491634491634491, "iteration": 18699, "loss_box_reg": 0.005836208933033049, "loss_cls": 0.016209524241276085, "loss_rpn_cls": 0.00021082067507904867, "loss_rpn_loc": 0.0014476200194621924, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.758455241099, "total_loss": 0.024202162600886368}
{"data_time": 0.00797080248594284, "eta_seconds": 10073.91514884308, "fast_rcnn/cls_accuracy": 0.995361328125, "fast_rcnn/false_negative": 0.04184704184704185, "fast_rcnn/fg_cls_accuracy": 0.9581529581529582, "iteration": 18719, "loss_box_reg": 0.006064277375116944, "loss_cls": 0.015600928338244557, "loss_rpn_cls": 0.00020729441985167796, "loss_rpn_loc": 0.0012846464960603043, "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": 0.752391698770225, "total_loss": 0.024545519959474404}
{"data_time": 0.008449053391814232, "eta_seconds": 10061.380427770317, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06042351223074115, "fast_rcnn/fg_cls_accuracy": 0.939576487769259, "iteration": 18739, "loss_box_reg": 0.0061174604925327, "loss_cls": 0.015871730574872345, "loss_rpn_cls": 0.0001854829987451012, "loss_rpn_loc": 0.0010925627866527066, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7424561679363251, "total_loss": 0.023403503939562142}
{"data_time": 0.008866820484399796, "eta_seconds": 10046.206036053598, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.08564814814814814, "fast_rcnn/fg_cls_accuracy": 0.9143518518518519, "iteration": 18759, "loss_box_reg": 0.005717533174902201, "loss_cls": 0.01634135644417256, "loss_rpn_cls": 0.00025082257116082474, "loss_rpn_loc": 0.000983834768703673, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7534332294017076, "total_loss": 0.0236461170493385}
{"data_time": 0.008055140264332294, "eta_seconds": 10036.809699364007, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.0735632183908046, "fast_rcnn/fg_cls_accuracy": 0.9264367816091954, "iteration": 18779, "loss_box_reg": 0.005731368495617062, "loss_cls": 0.016711056930944324, "loss_rpn_cls": 0.00021595825842268823, "loss_rpn_loc": 0.000871682888828218, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7707969062030315, "total_loss": 0.02439739676856334}
{"data_time": 0.008821283467113972, "eta_seconds": 10020.800457729027, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.0640096618357488, "fast_rcnn/fg_cls_accuracy": 0.9359903381642511, "iteration": 18799, "loss_box_reg": 0.0057573128142394125, "loss_cls": 0.016142444859724492, "loss_rpn_cls": 0.00013283554289955646, "loss_rpn_loc": 0.000948638487898279, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7560875313356519, "total_loss": 0.023613199923602224}
{"data_time": 0.007833052426576614, "eta_seconds": 10007.374219651334, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04673913043478261, "fast_rcnn/fg_cls_accuracy": 0.9532608695652174, "iteration": 18819, "loss_box_reg": 0.0056544733815826476, "loss_cls": 0.015607645269483328, "loss_rpn_cls": 0.00018172377394876094, "loss_rpn_loc": 0.0009359553696413059, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7670509032905102, "total_loss": 0.02237707089346941}
{"data_time": 0.007267043925821781, "eta_seconds": 9992.881945705041, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.07092907092907093, "fast_rcnn/fg_cls_accuracy": 0.9290709290709291, "iteration": 18839, "loss_box_reg": 0.005725940223783255, "loss_cls": 0.01695189584279433, "loss_rpn_cls": 0.0002324724100617459, "loss_rpn_loc": 0.001024628261802718, "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": 0.7656386122107506, "total_loss": 0.024162265152654072}
{"data_time": 0.0075726499781012535, "eta_seconds": 9978.43721938692, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.04182209469153515, "fast_rcnn/fg_cls_accuracy": 0.9581779053084648, "iteration": 18859, "loss_box_reg": 0.005668829253409058, "loss_cls": 0.01739886566065252, "loss_rpn_cls": 0.0002600739754825554, "loss_rpn_loc": 0.0008300515255541541, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7504516653716564, "total_loss": 0.024079441014009717}
{"data_time": 0.007853702642023563, "eta_seconds": 9964.938464227132, "fast_rcnn/cls_accuracy": 0.995361328125, "fast_rcnn/false_negative": 0.032765737874097006, "fast_rcnn/fg_cls_accuracy": 0.967234262125903, "iteration": 18879, "loss_box_reg": 0.005823892948683351, "loss_cls": 0.01732395781436935, "loss_rpn_cls": 0.000182720332190911, "loss_rpn_loc": 0.000991939137747977, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7644845759496093, "total_loss": 0.023927807911661603}
{"data_time": 0.006952323950827122, "eta_seconds": 9949.749166972004, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.08796549835706463, "fast_rcnn/fg_cls_accuracy": 0.9120345016429354, "iteration": 18899, "loss_box_reg": 0.006308438838459551, "loss_cls": 0.016898919187951833, "loss_rpn_cls": 0.00018047789467345865, "loss_rpn_loc": 0.0010916843893937767, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7760907681658864, "total_loss": 0.02458554064537566}
{"data_time": 0.00791155081242323, "eta_seconds": 9936.097451707348, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.032082521117608835, "fast_rcnn/fg_cls_accuracy": 0.9679174788823912, "iteration": 18919, "loss_box_reg": 0.005680241098161787, "loss_cls": 0.01733469928149134, "loss_rpn_cls": 0.00021150149018467346, "loss_rpn_loc": 0.0010968250717269257, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7742213001474738, "total_loss": 0.02464237541721559}
{"data_time": 0.0078351441770792, "eta_seconds": 9920.331090885215, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.06698564593301434, "fast_rcnn/fg_cls_accuracy": 0.9330143540669856, "iteration": 18939, "loss_box_reg": 0.0059282619622536, "loss_cls": 0.014727842179127038, "loss_rpn_cls": 0.00019125176555689904, "loss_rpn_loc": 0.0009099775452341419, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7483463101089001, "total_loss": 0.02175798499490611}
{"data_time": 0.008205166086554527, "eta_seconds": 9903.623328700662, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06056236481614996, "fast_rcnn/fg_cls_accuracy": 0.93943763518385, "iteration": 18959, "loss_box_reg": 0.005729101365432143, "loss_cls": 0.017425757192540914, "loss_rpn_cls": 0.00012475305720727192, "loss_rpn_loc": 0.0009494378318777308, "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": 0.7518378375098109, "total_loss": 0.024246188671781965}
{"data_time": 0.008340119384229183, "eta_seconds": 9886.582768408582, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.07964135021097046, "fast_rcnn/fg_cls_accuracy": 0.9203586497890295, "iteration": 18979, "loss_box_reg": 0.006157552532386035, "loss_cls": 0.015553418488707393, "loss_rpn_cls": 0.00015208496071750233, "loss_rpn_loc": 0.0010627506344462745, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7544536553323269, "total_loss": 0.023377496870580217}
{"data_time": 0.008625702932476997, "eta_seconds": 9871.397171651945, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.04197651663405088, "fast_rcnn/fg_cls_accuracy": 0.9580234833659491, "iteration": 18999, "loss_box_reg": 0.005828305147588253, "loss_cls": 0.01613945042481646, "loss_rpn_cls": 0.00015926740252325544, "loss_rpn_loc": 0.0009051986125996336, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7590924436226487, "total_loss": 0.023407645564589075}
{"data_time": 0.007731650955975056, "eta_seconds": 9856.943424766883, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06457871396895787, "fast_rcnn/fg_cls_accuracy": 0.935421286031042, "iteration": 19019, "loss_box_reg": 0.005678535148035735, "loss_cls": 0.01539907872211188, "loss_rpn_cls": 0.00012061255665685167, "loss_rpn_loc": 0.0009587422537151724, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7683207048103213, "total_loss": 0.023303951116986354}
{"data_time": 0.008057394996285439, "eta_seconds": 9843.986166335642, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.07878655608904409, "fast_rcnn/fg_cls_accuracy": 0.9212134439109558, "iteration": 19039, "loss_box_reg": 0.006075813318602741, "loss_cls": 0.016899460286367685, "loss_rpn_cls": 0.00012548497829811822, "loss_rpn_loc": 0.0008963344007497653, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7560411794111133, "total_loss": 0.02403413242041097}
{"data_time": 0.00826295930892229, "eta_seconds": 9829.198173117824, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.042516753536857785, "fast_rcnn/fg_cls_accuracy": 0.9574832464631422, "iteration": 19059, "loss_box_reg": 0.006134755094535649, "loss_cls": 0.01690608775243163, "loss_rpn_cls": 0.00023378031619358808, "loss_rpn_loc": 0.0010157033175346442, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7589932708069682, "total_loss": 0.024004817314562388}
{"data_time": 0.00791830662637949, "eta_seconds": 9814.564266761765, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04830362277170788, "fast_rcnn/fg_cls_accuracy": 0.9516963772282921, "iteration": 19079, "loss_box_reg": 0.006126453983597457, "loss_cls": 0.016999919316731393, "loss_rpn_cls": 0.00014765212927159155, "loss_rpn_loc": 0.001123184963944368, "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": 0.7675734078511596, "total_loss": 0.02400121129630861}
{"data_time": 0.008055632002651691, "eta_seconds": 9797.304237678647, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.046536796536796536, "fast_rcnn/fg_cls_accuracy": 0.9534632034632035, "iteration": 19099, "loss_box_reg": 0.005821229133289307, "loss_cls": 0.016633151622954756, "loss_rpn_cls": 0.00022095632743912574, "loss_rpn_loc": 0.0007808726622897666, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.751421045511961, "total_loss": 0.0241536674549252}
{"data_time": 0.007921875454485416, "eta_seconds": 9782.115796104074, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04803284950343774, "fast_rcnn/fg_cls_accuracy": 0.9519671504965623, "iteration": 19119, "loss_box_reg": 0.00578196975402534, "loss_cls": 0.016332141822203994, "loss_rpn_cls": 0.00022117640673968708, "loss_rpn_loc": 0.0010718784760683775, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.625, "rpn/num_pos_anchors": 6.375, "time": 0.7535955905914307, "total_loss": 0.023415867672611057}
{"data_time": 0.008736072108149529, "eta_seconds": 9765.097994355485, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.04909638554216868, "fast_rcnn/fg_cls_accuracy": 0.9509036144578313, "iteration": 19139, "loss_box_reg": 0.0059723525191657245, "loss_cls": 0.01684817799832672, "loss_rpn_cls": 0.00021249879682727624, "loss_rpn_loc": 0.0008370993527933024, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7552874740213156, "total_loss": 0.024826329722486662}
{"data_time": 0.008037541061639786, "eta_seconds": 9750.63635447435, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.08122822299651568, "fast_rcnn/fg_cls_accuracy": 0.9187717770034843, "iteration": 19159, "loss_box_reg": 0.005873594025615603, "loss_cls": 0.017160573683213443, "loss_rpn_cls": 0.0001239348588910616, "loss_rpn_loc": 0.0009967033911379986, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7521014772355556, "total_loss": 0.0242892476080101}
{"data_time": 0.008031873032450676, "eta_seconds": 9734.72680084221, "fast_rcnn/cls_accuracy": 0.9951171875, "fast_rcnn/false_negative": 0.03398617511520737, "fast_rcnn/fg_cls_accuracy": 0.9660138248847927, "iteration": 19179, "loss_box_reg": 0.005893561348784715, "loss_cls": 0.014843171811662614, "loss_rpn_cls": 0.0002850244084129372, "loss_rpn_loc": 0.0010138717989320867, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7543655335903168, "total_loss": 0.02236540407193388}
{"data_time": 0.008877895772457123, "eta_seconds": 9719.541204085574, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.039607843137254906, "fast_rcnn/fg_cls_accuracy": 0.9603921568627451, "iteration": 19199, "loss_box_reg": 0.0057313647121191025, "loss_cls": 0.01538820075802505, "loss_rpn_cls": 0.00012875720949523384, "loss_rpn_loc": 0.001038571437675273, "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": 0.7569498922675848, "total_loss": 0.022196783951358157}
{"data_time": 0.007869934663176537, "eta_seconds": 9703.83536459133, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.028083267871170464, "fast_rcnn/fg_cls_accuracy": 0.9719167321288296, "iteration": 19219, "loss_box_reg": 0.005635411420371383, "loss_cls": 0.01756654481869191, "loss_rpn_cls": 0.00016896225042728474, "loss_rpn_loc": 0.001166975031082984, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7638156022876501, "total_loss": 0.024461973257075442}
{"data_time": 0.008332213386893272, "eta_seconds": 9688.650581922382, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.05724800654262932, "fast_rcnn/fg_cls_accuracy": 0.9427519934573707, "iteration": 19239, "loss_box_reg": 0.005648126621963456, "loss_cls": 0.015505494957324117, "loss_rpn_cls": 0.00014955019520357382, "loss_rpn_loc": 0.0009247591078747064, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7555389832705259, "total_loss": 0.022769891810924037}
{"data_time": 0.008113497868180275, "eta_seconds": 9673.465799253434, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.03480629539951574, "fast_rcnn/fg_cls_accuracy": 0.9651937046004843, "iteration": 19259, "loss_box_reg": 0.005871091911103576, "loss_cls": 0.0174018123652786, "loss_rpn_cls": 0.0001704443159269431, "loss_rpn_loc": 0.0009191841745632701, "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": 0.7593453219160438, "total_loss": 0.024632156806092098}
{"data_time": 0.007552742026746273, "eta_seconds": 9656.023041143082, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.054050116550116545, "fast_rcnn/fg_cls_accuracy": 0.9459498834498834, "iteration": 19279, "loss_box_reg": 0.00599600764689967, "loss_cls": 0.015073409304022789, "loss_rpn_cls": 0.00020656327956203313, "loss_rpn_loc": 0.0008004842929949518, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7525418233126402, "total_loss": 0.022550602100182005}
{"data_time": 0.008451779372990131, "eta_seconds": 9642.64697882533, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.03128054740957967, "fast_rcnn/fg_cls_accuracy": 0.9687194525904204, "iteration": 19299, "loss_box_reg": 0.005714243568945676, "loss_cls": 0.016349459649063647, "loss_rpn_cls": 0.00018957395479901606, "loss_rpn_loc": 0.0010681471903808415, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7636765399947762, "total_loss": 0.022868670152092818}
{"data_time": 0.008511108346283436, "eta_seconds": 9629.142559854314, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.07529816050131392, "fast_rcnn/fg_cls_accuracy": 0.9247018394986861, "iteration": 19319, "loss_box_reg": 0.006070590752642602, "loss_cls": 0.01741733797825873, "loss_rpn_cls": 0.000235076237913745, "loss_rpn_loc": 0.0009962776821339503, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7648925976827741, "total_loss": 0.025241458737127687}
{"data_time": 0.008289624005556107, "eta_seconds": 9614.869839929044, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.049283577389387496, "fast_rcnn/fg_cls_accuracy": 0.9507164226106124, "iteration": 19339, "loss_box_reg": 0.0059462685021571815, "loss_cls": 0.015102835255675018, "loss_rpn_cls": 0.00027693756737789954, "loss_rpn_loc": 0.0012488803440646734, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7646271493285894, "total_loss": 0.02326476182179249}
{"data_time": 0.008690614253282547, "eta_seconds": 9597.09475311637, "fast_rcnn/cls_accuracy": 0.995849609375, "fast_rcnn/false_negative": 0.029571646010002173, "fast_rcnn/fg_cls_accuracy": 0.9704283539899978, "iteration": 19359, "loss_box_reg": 0.0058384816511534154, "loss_cls": 0.014921054942533374, "loss_rpn_cls": 0.00020433150399412625, "loss_rpn_loc": 0.001007517465041019, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7476343829184771, "total_loss": 0.0214085002766069}
{"data_time": 0.008156251162290573, "eta_seconds": 9581.521824700758, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.029418126757516764, "fast_rcnn/fg_cls_accuracy": 0.9705818732424832, "iteration": 19379, "loss_box_reg": 0.005617817572783679, "loss_cls": 0.015949725348036736, "loss_rpn_cls": 0.00022269774149208388, "loss_rpn_loc": 0.0010219481846434064, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7635237090289593, "total_loss": 0.0223634888665174}
{"data_time": 0.007718006148934364, "eta_seconds": 9560.389732999727, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.05007041151619465, "fast_rcnn/fg_cls_accuracy": 0.9499295884838053, "iteration": 19399, "loss_box_reg": 0.005515122611541301, "loss_cls": 0.014692454773467034, "loss_rpn_cls": 0.00018807879450832843, "loss_rpn_loc": 0.0009230956966348458, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7472677864134312, "total_loss": 0.021865343921376734}
{"data_time": 0.008443638682365417, "eta_seconds": 9551.542527407408, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06984478935698449, "fast_rcnn/fg_cls_accuracy": 0.9301552106430155, "iteration": 19419, "loss_box_reg": 0.005893849127460271, "loss_cls": 0.016056856838986278, "loss_rpn_cls": 0.00022909503280743593, "loss_rpn_loc": 0.0009442211885470897, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7503035543486476, "total_loss": 0.024656004846747237}
{"data_time": 0.007925343699753284, "eta_seconds": 9533.36967764888, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.0630764163372859, "fast_rcnn/fg_cls_accuracy": 0.9369235836627141, "iteration": 19439, "loss_box_reg": 0.00576186558464542, "loss_cls": 0.016462256433442235, "loss_rpn_cls": 0.0001484869745809192, "loss_rpn_loc": 0.0009227766095136758, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.757941828109324, "total_loss": 0.023319905226856008}
{"data_time": 0.008509362116456032, "eta_seconds": 9513.051951752976, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.03851851851851852, "fast_rcnn/fg_cls_accuracy": 0.9614814814814814, "iteration": 19459, "loss_box_reg": 0.005794691096525639, "loss_cls": 0.015134013956412673, "loss_rpn_cls": 0.0002643086362468239, "loss_rpn_loc": 0.000985366765235085, "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": 0.7721056435257196, "total_loss": 0.02232819355913307}
{"data_time": 0.008200112730264664, "eta_seconds": 9495.444909845479, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.09144278606965174, "fast_rcnn/fg_cls_accuracy": 0.9085572139303482, "iteration": 19479, "loss_box_reg": 0.0057101070415228605, "loss_cls": 0.01650850777514279, "loss_rpn_cls": 0.0002014046531257918, "loss_rpn_loc": 0.000846473965793848, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7450781464576721, "total_loss": 0.024662079152335536}
{"data_time": 0.00894614215940237, "eta_seconds": 9480.359187824652, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.03871128871128871, "fast_rcnn/fg_cls_accuracy": 0.9612887112887113, "iteration": 19499, "loss_box_reg": 0.005673531617503613, "loss_cls": 0.01499353302642703, "loss_rpn_cls": 0.00014433447023520785, "loss_rpn_loc": 0.0009404088777955621, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7580235879868269, "total_loss": 0.02292679285937993}
{"data_time": 0.007271782495081425, "eta_seconds": 9462.69213197846, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06715751896474788, "fast_rcnn/fg_cls_accuracy": 0.9328424810352521, "iteration": 19519, "loss_box_reg": 0.005941955896560103, "loss_cls": 0.01772189710754901, "loss_rpn_cls": 0.00019500528799198946, "loss_rpn_loc": 0.0009301503305323422, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.751003640703857, "total_loss": 0.02594405577087855}
{"data_time": 0.007183189503848553, "eta_seconds": 9447.528776266612, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.04415954415954416, "fast_rcnn/fg_cls_accuracy": 0.9558404558404558, "iteration": 19539, "loss_box_reg": 0.005815276352223009, "loss_cls": 0.016267678467556834, "loss_rpn_cls": 0.00011561414589777996, "loss_rpn_loc": 0.000903075204405468, "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": 0.7564709158614278, "total_loss": 0.02418842511838193}
{"data_time": 0.007976626977324486, "eta_seconds": 9434.461317761801, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.07269690576652602, "fast_rcnn/fg_cls_accuracy": 0.927303094233474, "iteration": 19559, "loss_box_reg": 0.005982060363749042, "loss_cls": 0.015187518554739654, "loss_rpn_cls": 0.00014729977101524128, "loss_rpn_loc": 0.0009865153260761872, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.76555554009974, "total_loss": 0.02226465893772911}
{"data_time": 0.008743043057620525, "eta_seconds": 9415.07394236885, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.04083333333333333, "fast_rcnn/fg_cls_accuracy": 0.9591666666666667, "iteration": 19579, "loss_box_reg": 0.005837051954586059, "loss_cls": 0.01657866290770471, "loss_rpn_cls": 0.00012440852231065946, "loss_rpn_loc": 0.0009666761361586396, "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": 0.7589849112555385, "total_loss": 0.023284860461785684}
{"data_time": 0.008486543782055378, "eta_seconds": 9394.559650948271, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.038798920377867745, "fast_rcnn/fg_cls_accuracy": 0.9612010796221322, "iteration": 19599, "loss_box_reg": 0.005812752526253462, "loss_cls": 0.01694252179004252, "loss_rpn_cls": 0.00012184779529889056, "loss_rpn_loc": 0.0007970996157382615, "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": 0.751565738581121, "total_loss": 0.024790618867996272}
{"data_time": 0.008101026527583599, "eta_seconds": 9380.301491062157, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.028083267871170464, "fast_rcnn/fg_cls_accuracy": 0.9719167321288296, "iteration": 19619, "loss_box_reg": 0.005610068386886269, "loss_cls": 0.01437880500452593, "loss_rpn_cls": 0.0001664213868934894, "loss_rpn_loc": 0.0009854315576376393, "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": 0.7558724032714963, "total_loss": 0.022098348087411068}
{"data_time": 0.008777858689427376, "eta_seconds": 9365.148754625581, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06711711711711713, "fast_rcnn/fg_cls_accuracy": 0.9328828828828829, "iteration": 19639, "loss_box_reg": 0.0058725879061967134, "loss_cls": 0.016426886315457523, "loss_rpn_cls": 0.0001397537766933965, "loss_rpn_loc": 0.0010353822108299937, "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": 0.7586146183311939, "total_loss": 0.02359255474789279}
{"data_time": 0.008994411677122116, "eta_seconds": 9347.974515389651, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.01880607315389924, "fast_rcnn/fg_cls_accuracy": 0.9811939268461007, "iteration": 19659, "loss_box_reg": 0.005978944303933531, "loss_cls": 0.01488237181911245, "loss_rpn_cls": 0.00011427322897361591, "loss_rpn_loc": 0.0008726624510018155, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7576984036713839, "total_loss": 0.02267781758223464}
{"data_time": 0.007953772321343422, "eta_seconds": 9333.954476198182, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04666545849945632, "fast_rcnn/fg_cls_accuracy": 0.9533345415005436, "iteration": 19679, "loss_box_reg": 0.005578680546022952, "loss_cls": 0.012942847970407456, "loss_rpn_cls": 0.00020648323243221967, "loss_rpn_loc": 0.0009011529400595464, "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": 0.755355411209166, "total_loss": 0.020280669074054458}
{"data_time": 0.008346342481672764, "eta_seconds": 9319.690545315854, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.050505050505050504, "fast_rcnn/fg_cls_accuracy": 0.9494949494949495, "iteration": 19699, "loss_box_reg": 0.005592224653810263, "loss_cls": 0.01698991598095745, "loss_rpn_cls": 0.0001545316681585973, "loss_rpn_loc": 0.0010937707629636861, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7640140606090426, "total_loss": 0.02405621046023043}
{"data_time": 0.008836930617690086, "eta_seconds": 9305.567499222234, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.03642920223726818, "fast_rcnn/fg_cls_accuracy": 0.9635707977627319, "iteration": 19719, "loss_box_reg": 0.005826050939504057, "loss_cls": 0.015225789218675345, "loss_rpn_cls": 0.0001466215405798721, "loss_rpn_loc": 0.0009062548888323363, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.7563303718343377, "total_loss": 0.022646007608045693}
{"data_time": 0.008774126879870892, "eta_seconds": 9294.520126822405, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06908831908831908, "fast_rcnn/fg_cls_accuracy": 0.9309116809116809, "iteration": 19739, "loss_box_reg": 0.005884301906917244, "loss_cls": 0.016969323623925447, "loss_rpn_cls": 0.0001638069222735794, "loss_rpn_loc": 0.0011403381722630002, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7665890464559197, "total_loss": 0.023817838328795915}
{"data_time": 0.008516483008861542, "eta_seconds": 9276.0766113149, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.07641196013289037, "fast_rcnn/fg_cls_accuracy": 0.9235880398671097, "iteration": 19759, "loss_box_reg": 0.0058401760761626065, "loss_cls": 0.016322586918249726, "loss_rpn_cls": 0.0003230646548217919, "loss_rpn_loc": 0.0009363885146740358, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7464725701138377, "total_loss": 0.02324979151626394}
{"data_time": 0.007809153757989407, "eta_seconds": 9260.104259261861, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.04344135802469136, "fast_rcnn/fg_cls_accuracy": 0.9565586419753087, "iteration": 19779, "loss_box_reg": 0.0056054009473882616, "loss_cls": 0.01683018828043714, "loss_rpn_cls": 0.00017350241625990748, "loss_rpn_loc": 0.0009687525671324693, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.777841123752296, "total_loss": 0.023697571283378238}
{"data_time": 0.007421732880175114, "eta_seconds": 9246.487177966163, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.08615384615384616, "fast_rcnn/fg_cls_accuracy": 0.9138461538461539, "iteration": 19799, "loss_box_reg": 0.005626919213682413, "loss_cls": 0.014505141007248312, "loss_rpn_cls": 0.000121490059171947, "loss_rpn_loc": 0.001033795859257225, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7606273265555501, "total_loss": 0.02219527606189331}
{"data_time": 0.008072099648416042, "eta_seconds": 9226.778832506388, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.04917043740573152, "fast_rcnn/fg_cls_accuracy": 0.9508295625942684, "iteration": 19819, "loss_box_reg": 0.0056054259184747934, "loss_cls": 0.015579887956846505, "loss_rpn_cls": 0.0002657040972735558, "loss_rpn_loc": 0.0010406162800791208, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7552264351397753, "total_loss": 0.02343173177121116}
{"data_time": 0.008138985373079777, "eta_seconds": 9209.069828826934, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04195804195804196, "fast_rcnn/fg_cls_accuracy": 0.9580419580419581, "iteration": 19839, "loss_box_reg": 0.0058601623168215156, "loss_cls": 0.01532893325202167, "loss_rpn_cls": 0.00018478214497008594, "loss_rpn_loc": 0.0011033847476937808, "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": 0.7573611717671156, "total_loss": 0.02288085808396545}
{"data_time": 0.007960048504173756, "eta_seconds": 9196.479911785573, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.05751483190507581, "fast_rcnn/fg_cls_accuracy": 0.9424851680949242, "iteration": 19859, "loss_box_reg": 0.005701098882127553, "loss_cls": 0.015823096968233585, "loss_rpn_cls": 0.00020605860271416532, "loss_rpn_loc": 0.0009967536643671338, "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": 0.7608848353847861, "total_loss": 0.02229315909869456}
{"data_time": 0.008096029050648212, "eta_seconds": 9180.974624696188, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04996832435856826, "fast_rcnn/fg_cls_accuracy": 0.9500316756414318, "iteration": 19879, "loss_box_reg": 0.005558970267884433, "loss_cls": 0.016420066123828292, "loss_rpn_cls": 0.00016292238262849423, "loss_rpn_loc": 0.0009461571244173683, "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": 0.7616702187806368, "total_loss": 0.023885903094083005}
{"data_time": 0.0074344659224152565, "eta_seconds": 9166.886838330887, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.043498273878020716, "fast_rcnn/fg_cls_accuracy": 0.9565017261219793, "iteration": 19899, "loss_box_reg": 0.005668256257195026, "loss_cls": 0.014985343557782471, "loss_rpn_cls": 0.00014326678808629367, "loss_rpn_loc": 0.0009240675499313511, "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": 0.7654105629771948, "total_loss": 0.022118218034847814}
{"data_time": 0.008280215784907341, "eta_seconds": 9150.676878224127, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.050917141049968376, "fast_rcnn/fg_cls_accuracy": 0.9490828589500316, "iteration": 19919, "loss_box_reg": 0.005471622716868296, "loss_cls": 0.016505472478456795, "loss_rpn_cls": 0.0002933316762607774, "loss_rpn_loc": 0.0011321442798362114, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7606111466884613, "total_loss": 0.023741268096728163}
{"data_time": 0.008214173838496208, "eta_seconds": 9136.585584423505, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.09102564102564104, "fast_rcnn/fg_cls_accuracy": 0.908974358974359, "iteration": 19939, "loss_box_reg": 0.0056110332370735705, "loss_cls": 0.016037684166803956, "loss_rpn_cls": 0.00016855187323017162, "loss_rpn_loc": 0.0008919234860513825, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7576353726908565, "total_loss": 0.023780780228946696}
{"data_time": 0.008515479974448681, "eta_seconds": 9126.435271006078, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.046536796536796536, "fast_rcnn/fg_cls_accuracy": 0.9534632034632035, "iteration": 19959, "loss_box_reg": 0.005635159031953663, "loss_cls": 0.016503952676430345, "loss_rpn_cls": 0.0001463247695028258, "loss_rpn_loc": 0.0008648564289615024, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7819959921762347, "total_loss": 0.023592253617152892}
{"data_time": 0.008346562273800373, "eta_seconds": 9111.276338573545, "fast_rcnn/cls_accuracy": 0.9951171875, "fast_rcnn/false_negative": 0.027242401779095628, "fast_rcnn/fg_cls_accuracy": 0.9727575982209045, "iteration": 19979, "loss_box_reg": 0.005641246680170298, "loss_cls": 0.01633149664849043, "loss_rpn_cls": 0.00019724269975540665, "loss_rpn_loc": 0.0008358345785381971, "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": 0.755257441662252, "total_loss": 0.02395226125508998}
{"data_time": 0.007812082767486572, "eta_seconds": 9094.806680191308, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.09752321981424147, "fast_rcnn/fg_cls_accuracy": 0.9024767801857585, "iteration": 19999, "loss_box_reg": 0.005777950340416282, "loss_cls": 0.017348814057186246, "loss_rpn_cls": 0.00016674846301611979, "loss_rpn_loc": 0.0010984672626364045, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7590627297759056, "total_loss": 0.024323258644471935}
{"data_time": 0.008040718734264374, "eta_seconds": 9074.932512043975, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.04619673436877738, "fast_rcnn/fg_cls_accuracy": 0.9538032656312226, "iteration": 20019, "loss_box_reg": 0.005594197660684586, "loss_cls": 0.014955706312321126, "loss_rpn_cls": 0.00016158556383061295, "loss_rpn_loc": 0.0009150481455435511, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7373595396056771, "total_loss": 0.02279034629191301}
{"data_time": 0.00873904675245285, "eta_seconds": 9057.617319513112, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.03921736158578264, "fast_rcnn/fg_cls_accuracy": 0.9607826384142173, "iteration": 20039, "loss_box_reg": 0.005521028710063547, "loss_cls": 0.015209254925139248, "loss_rpn_cls": 0.00015929071275877504, "loss_rpn_loc": 0.0008873220685927663, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7533003557473421, "total_loss": 0.021999590821053516}
{"data_time": 0.00803778413683176, "eta_seconds": 9041.33934698347, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.05371304974765681, "fast_rcnn/fg_cls_accuracy": 0.9462869502523432, "iteration": 20059, "loss_box_reg": 0.005575087561737746, "loss_cls": 0.01629693794529885, "loss_rpn_cls": 0.00022166709914017702, "loss_rpn_loc": 0.000981929693807615, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7541875503957272, "total_loss": 0.023178628425512215}
{"data_time": 0.008339332416653633, "eta_seconds": 9027.326817650348, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.08077843009349858, "fast_rcnn/fg_cls_accuracy": 0.9192215699065014, "iteration": 20079, "loss_box_reg": 0.005568707536440343, "loss_cls": 0.015571569092571735, "loss_rpn_cls": 0.00017024842236423865, "loss_rpn_loc": 0.001047899124387186, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7707823803648353, "total_loss": 0.022324922738221176}
{"data_time": 0.008009960874915123, "eta_seconds": 9015.380568793975, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.07976017441860465, "fast_rcnn/fg_cls_accuracy": 0.9202398255813953, "iteration": 20099, "loss_box_reg": 0.005618055787635967, "loss_cls": 0.01571085798786953, "loss_rpn_cls": 0.00021568651936831884, "loss_rpn_loc": 0.0008941559644881636, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.757504940032959, "total_loss": 0.02302186655197147}
{"data_time": 0.008211295120418072, "eta_seconds": 9002.591432360932, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.032782515991471216, "fast_rcnn/fg_cls_accuracy": 0.9672174840085288, "iteration": 20119, "loss_box_reg": 0.005501027044374496, "loss_cls": 0.01727964961901307, "loss_rpn_cls": 0.00021784485352327465, "loss_rpn_loc": 0.0010706448447308503, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7649134108796716, "total_loss": 0.025073068018855338}
{"data_time": 0.00801083818078041, "eta_seconds": 8987.43683016859, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.04724933451641526, "fast_rcnn/fg_cls_accuracy": 0.9527506654835848, "iteration": 20139, "loss_box_reg": 0.005544248328078538, "loss_cls": 0.014351517078466713, "loss_rpn_cls": 0.00013850492427991412, "loss_rpn_loc": 0.0009519437444396317, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7499527027830482, "total_loss": 0.02150207783904534}
{"data_time": 0.008406790904700756, "eta_seconds": 8972.282227976248, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.05129048167022851, "fast_rcnn/fg_cls_accuracy": 0.9487095183297715, "iteration": 20159, "loss_box_reg": 0.0057022845721803606, "loss_cls": 0.014908539538737386, "loss_rpn_cls": 0.0001661883496808514, "loss_rpn_loc": 0.001087133183318656, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7512029185891151, "total_loss": 0.02255744427782247}
{"data_time": 0.009794451296329498, "eta_seconds": 8957.214377997443, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.05444444444444445, "fast_rcnn/fg_cls_accuracy": 0.9455555555555555, "iteration": 20179, "loss_box_reg": 0.005971016245894134, "loss_cls": 0.016201767954044044, "loss_rpn_cls": 0.00011185605899299844, "loss_rpn_loc": 0.0009658806520747021, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7612086161971092, "total_loss": 0.023312755276208463}
{"data_time": 0.008535700850188732, "eta_seconds": 8941.973023591563, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.0578517924023542, "fast_rcnn/fg_cls_accuracy": 0.9421482075976457, "iteration": 20199, "loss_box_reg": 0.005531939154025167, "loss_cls": 0.015144700941164047, "loss_rpn_cls": 0.0005237391069385922, "loss_rpn_loc": 0.0009423186565982178, "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": 0.7549134604632854, "total_loss": 0.022674936267321755}
{"data_time": 0.007802989333868027, "eta_seconds": 8928.082451406866, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.10127569099929129, "fast_rcnn/fg_cls_accuracy": 0.8987243090007087, "iteration": 20219, "loss_box_reg": 0.005793981777969748, "loss_cls": 0.017152939166408032, "loss_rpn_cls": 0.00028220625671337984, "loss_rpn_loc": 0.0011705665601766668, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7669455837458372, "total_loss": 0.024277796399928775}
{"data_time": 0.00905933789908886, "eta_seconds": 8911.750131091103, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.1185823754789272, "fast_rcnn/fg_cls_accuracy": 0.8814176245210728, "iteration": 20239, "loss_box_reg": 0.005940641858614981, "loss_cls": 0.01571595628047362, "loss_rpn_cls": 0.00018469870883564, "loss_rpn_loc": 0.000987542593065882, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7511351713910699, "total_loss": 0.023091442540817297}
{"data_time": 0.008800825104117393, "eta_seconds": 8895.478067797609, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.03101503759398496, "fast_rcnn/fg_cls_accuracy": 0.9689849624060151, "iteration": 20259, "loss_box_reg": 0.005484415160026401, "loss_cls": 0.016222814621869475, "loss_rpn_cls": 0.00013899774774017715, "loss_rpn_loc": 0.0009809388575376943, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7467903858050704, "total_loss": 0.023264111521598352}
{"data_time": 0.00762851070612669, "eta_seconds": 8881.354614822194, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.058497536945812806, "fast_rcnn/fg_cls_accuracy": 0.9415024630541872, "iteration": 20279, "loss_box_reg": 0.005511715309694409, "loss_cls": 0.018422751396428794, "loss_rpn_cls": 0.00017158718992504873, "loss_rpn_loc": 0.0008833679894451052, "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": 0.7586567783728242, "total_loss": 0.0257144361776227}
{"data_time": 0.008275745436549187, "eta_seconds": 8866.285884184763, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.10487616099071206, "fast_rcnn/fg_cls_accuracy": 0.8951238390092879, "iteration": 20299, "loss_box_reg": 0.0055580310290679336, "loss_cls": 0.01718884607544169, "loss_rpn_cls": 0.00010120067645402742, "loss_rpn_loc": 0.0010357646824559197, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7660635076463223, "total_loss": 0.02376474414313634}
{"data_time": 0.00889346469193697, "eta_seconds": 8851.131135215983, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.062133374498301946, "fast_rcnn/fg_cls_accuracy": 0.9378666255016981, "iteration": 20319, "loss_box_reg": 0.005636141053400934, "loss_cls": 0.016454460623208433, "loss_rpn_cls": 0.00014414625695735594, "loss_rpn_loc": 0.00098603639708017, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7631967635825276, "total_loss": 0.02379886089397587}
{"data_time": 0.008795133791863918, "eta_seconds": 8833.57304534968, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06861211078078547, "fast_rcnn/fg_cls_accuracy": 0.9313878892192144, "iteration": 20339, "loss_box_reg": 0.005801809951663017, "loss_cls": 0.016292159038130194, "loss_rpn_cls": 0.00016810758756946598, "loss_rpn_loc": 0.0010478292060724925, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7607662854716182, "total_loss": 0.022716315944308008}
{"data_time": 0.008946499787271023, "eta_seconds": 8821.450608414598, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.03488843813387424, "fast_rcnn/fg_cls_accuracy": 0.9651115618661258, "iteration": 20359, "loss_box_reg": 0.0054624645272269845, "loss_cls": 0.015476677508559078, "loss_rpn_cls": 0.0002001718366955174, "loss_rpn_loc": 0.001069981102773454, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7617593305185437, "total_loss": 0.022718302312568994}
{"data_time": 0.007894093170762062, "eta_seconds": 8806.294778832234, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.05576150756873648, "fast_rcnn/fg_cls_accuracy": 0.9442384924312635, "iteration": 20379, "loss_box_reg": 0.005770753952674568, "loss_cls": 0.01574215030996129, "loss_rpn_cls": 0.00018569843700788624, "loss_rpn_loc": 0.0009733211336424574, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7645786069333553, "total_loss": 0.02274899843541789}
{"data_time": 0.007945625111460686, "eta_seconds": 8792.28582284879, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.060216998191681734, "fast_rcnn/fg_cls_accuracy": 0.9397830018083182, "iteration": 20399, "loss_box_reg": 0.005862404883373529, "loss_cls": 0.015258731436915696, "loss_rpn_cls": 0.00015658892311876116, "loss_rpn_loc": 0.0008961666280811187, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7596705602481961, "total_loss": 0.022502701574239836}
{"data_time": 0.007708447054028511, "eta_seconds": 8782.292140583508, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.03848684210526315, "fast_rcnn/fg_cls_accuracy": 0.9615131578947369, "iteration": 20419, "loss_box_reg": 0.005429594195447862, "loss_cls": 0.016144775319844484, "loss_rpn_cls": 0.00018105247136190883, "loss_rpn_loc": 0.0011247368529438972, "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": 0.7706158151850104, "total_loss": 0.0223802793343566}
{"data_time": 0.007583867758512497, "eta_seconds": 8769.22651340533, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.07417582417582418, "fast_rcnn/fg_cls_accuracy": 0.9258241758241759, "iteration": 20439, "loss_box_reg": 0.005831947200931609, "loss_cls": 0.015933481161482632, "loss_rpn_cls": 0.00012338151941548858, "loss_rpn_loc": 0.000883464417711366, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7710582362487912, "total_loss": 0.02311988239080165}
{"data_time": 0.007960253395140171, "eta_seconds": 8746.812402508222, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.035625000000000004, "fast_rcnn/fg_cls_accuracy": 0.964375, "iteration": 20459, "loss_box_reg": 0.005626790341921151, "loss_cls": 0.01625444769160822, "loss_rpn_cls": 0.0001597723028226028, "loss_rpn_loc": 0.0010551100131124258, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7462123204022646, "total_loss": 0.02387961734871169}
{"data_time": 0.00866523664444685, "eta_seconds": 8738.88579369802, "fast_rcnn/cls_accuracy": 0.995361328125, "fast_rcnn/false_negative": 0.03660714285714285, "fast_rcnn/fg_cls_accuracy": 0.9633928571428572, "iteration": 20479, "loss_box_reg": 0.0055410274071618915, "loss_cls": 0.0172683879500255, "loss_rpn_cls": 0.00014476296018983703, "loss_rpn_loc": 0.001019806837575743, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.760397064499557, "total_loss": 0.024329320217191253}
{"data_time": 0.008922826498746872, "eta_seconds": 8722.361138607375, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.025849212924606464, "fast_rcnn/fg_cls_accuracy": 0.9741507870753936, "iteration": 20499, "loss_box_reg": 0.005911943037062883, "loss_cls": 0.01765698753297329, "loss_rpn_cls": 0.00016281776333926246, "loss_rpn_loc": 0.0008943981374613941, "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": 0.7515168199315667, "total_loss": 0.024801030262324275}
{"data_time": 0.00818968378007412, "eta_seconds": 8704.019734550267, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05065307422746097, "fast_rcnn/fg_cls_accuracy": 0.9493469257725391, "iteration": 20519, "loss_box_reg": 0.005666749842930585, "loss_cls": 0.016504421539139003, "loss_rpn_cls": 0.00017444195782445604, "loss_rpn_loc": 0.0008641501990496181, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.742577450349927, "total_loss": 0.024367404346719468}
{"data_time": 0.008787483908236027, "eta_seconds": 8686.181175387464, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.0502828409805154, "fast_rcnn/fg_cls_accuracy": 0.9497171590194846, "iteration": 20539, "loss_box_reg": 0.00581379933282733, "loss_cls": 0.01590250851586461, "loss_rpn_cls": 0.000166425228371736, "loss_rpn_loc": 0.0009042573110491503, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7510501882061362, "total_loss": 0.022989684680169375}
{"data_time": 0.008336077444255352, "eta_seconds": 8669.892312590964, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.049834574028122414, "fast_rcnn/fg_cls_accuracy": 0.9501654259718776, "iteration": 20559, "loss_box_reg": 0.005571447254624218, "loss_cls": 0.01626141887390986, "loss_rpn_cls": 0.00019794079798884923, "loss_rpn_loc": 0.0009078286311705597, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7422719793394208, "total_loss": 0.023412766866499624}
{"data_time": 0.008212815970182419, "eta_seconds": 8655.865561827086, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.05523809523809524, "fast_rcnn/fg_cls_accuracy": 0.9447619047619047, "iteration": 20579, "loss_box_reg": 0.00558441603789106, "loss_cls": 0.014178668963722885, "loss_rpn_cls": 0.00016980490363494027, "loss_rpn_loc": 0.001023661683575483, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7597194397822022, "total_loss": 0.0209533143271301}
{"data_time": 0.008487174287438393, "eta_seconds": 8641.349433165044, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.08628251663641863, "fast_rcnn/fg_cls_accuracy": 0.9137174833635814, "iteration": 20599, "loss_box_reg": 0.005722361907828599, "loss_cls": 0.016111819713842124, "loss_rpn_cls": 0.00018563018034001288, "loss_rpn_loc": 0.0008457167350570671, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7618504269048572, "total_loss": 0.022332815500590186}
{"data_time": 0.007907486520707607, "eta_seconds": 8626.190500732511, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.06797235023041474, "fast_rcnn/fg_cls_accuracy": 0.9320276497695852, "iteration": 20619, "loss_box_reg": 0.005421590787591413, "loss_cls": 0.015080252953339368, "loss_rpn_cls": 0.0001576379850689591, "loss_rpn_loc": 0.0010331615194445476, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7549953628331423, "total_loss": 0.022086495217763513}
{"data_time": 0.00785680953413248, "eta_seconds": 8610.392141486518, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07109721661960468, "fast_rcnn/fg_cls_accuracy": 0.9289027833803953, "iteration": 20639, "loss_box_reg": 0.0056898321490734816, "loss_cls": 0.015725805540569127, "loss_rpn_cls": 0.00011664171552183689, "loss_rpn_loc": 0.0010675066441763192, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.757401717826724, "total_loss": 0.023788863843265062}
{"data_time": 0.008328921161592007, "eta_seconds": 8595.234334706329, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.034482758620689655, "fast_rcnn/fg_cls_accuracy": 0.9655172413793104, "iteration": 20659, "loss_box_reg": 0.005441454995889217, "loss_cls": 0.0145191564806737, "loss_rpn_cls": 0.0001122577350542997, "loss_rpn_loc": 0.0009212011354975402, "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": 0.7529506171122193, "total_loss": 0.02187637456063385}
{"data_time": 0.008160686120390892, "eta_seconds": 8580.07652792614, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.07464349376114082, "fast_rcnn/fg_cls_accuracy": 0.9253565062388591, "iteration": 20679, "loss_box_reg": 0.005733157915528864, "loss_cls": 0.016006575082428753, "loss_rpn_cls": 0.00020831299480050802, "loss_rpn_loc": 0.0010015294501499739, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.125, "rpn/num_pos_anchors": 5.875, "time": 0.7569121848791838, "total_loss": 0.02268822639098289}
{"data_time": 0.008185016922652721, "eta_seconds": 8560.173917409964, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04856199905704856, "fast_rcnn/fg_cls_accuracy": 0.9514380009429514, "iteration": 20699, "loss_box_reg": 0.005779544007964432, "loss_cls": 0.016514948569238186, "loss_rpn_cls": 0.0001732981625082175, "loss_rpn_loc": 0.0009852776674961206, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7479348890483379, "total_loss": 0.022745222580681457}
{"data_time": 0.008711380884051323, "eta_seconds": 8548.645675932057, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.06274509803921569, "fast_rcnn/fg_cls_accuracy": 0.9372549019607843, "iteration": 20719, "loss_box_reg": 0.00551536338753067, "loss_cls": 0.016800765763036907, "loss_rpn_cls": 0.00011938837064917607, "loss_rpn_loc": 0.0008382798041566275, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7688202587887645, "total_loss": 0.023880296831748637}
{"data_time": 0.007969616912305355, "eta_seconds": 8531.479190632701, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.043576905022688156, "fast_rcnn/fg_cls_accuracy": 0.9564230949773118, "iteration": 20739, "loss_box_reg": 0.005617166520096362, "loss_cls": 0.015132883563637733, "loss_rpn_cls": 0.0001234026208862815, "loss_rpn_loc": 0.0009967753430828452, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7570708701387048, "total_loss": 0.021935605361250055}
{"data_time": 0.008786095306277275, "eta_seconds": 8518.33401676733, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08114035087719298, "fast_rcnn/fg_cls_accuracy": 0.9188596491228069, "iteration": 20759, "loss_box_reg": 0.005476791207911447, "loss_cls": 0.018192040966823697, "loss_rpn_cls": 0.00014877857768169633, "loss_rpn_loc": 0.0009923012730723713, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7516757398843765, "total_loss": 0.02464043263626081}
{"data_time": 0.008313601836562157, "eta_seconds": 8497.938590819016, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04612676056338028, "fast_rcnn/fg_cls_accuracy": 0.9538732394366196, "iteration": 20779, "loss_box_reg": 0.0056292934459634125, "loss_cls": 0.016305906232446432, "loss_rpn_cls": 0.0003404302295848538, "loss_rpn_loc": 0.0010284055533702485, "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": 0.7293762350454926, "total_loss": 0.024002407640637102}
{"data_time": 0.008635635487735271, "eta_seconds": 8480.270132112317, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.0264301860545992, "fast_rcnn/fg_cls_accuracy": 0.9735698139454008, "iteration": 20799, "loss_box_reg": 0.005533180577913299, "loss_cls": 0.015924797218758613, "loss_rpn_cls": 0.00031943158808189764, "loss_rpn_loc": 0.0008752829999139067, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7526582852005959, "total_loss": 0.02365954183210306}
{"data_time": 0.007960569113492966, "eta_seconds": 8467.645609477535, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.0543168880455408, "fast_rcnn/fg_cls_accuracy": 0.9456831119544592, "iteration": 20819, "loss_box_reg": 0.005434464139398187, "loss_cls": 0.015697619994170964, "loss_rpn_cls": 0.0001601935267672161, "loss_rpn_loc": 0.001105502997233998, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7677237819880247, "total_loss": 0.022302419162315346}
{"data_time": 0.008389325812458992, "eta_seconds": 8453.523818149231, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.06476190476190477, "fast_rcnn/fg_cls_accuracy": 0.9352380952380952, "iteration": 20839, "loss_box_reg": 0.0055465997429564595, "loss_cls": 0.015881153813097626, "loss_rpn_cls": 0.0001593880870132125, "loss_rpn_loc": 0.0009199721207551192, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.762264640070498, "total_loss": 0.022768510765672545}
{"data_time": 0.007830745540559292, "eta_seconds": 8438.375491264276, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06430934656741108, "fast_rcnn/fg_cls_accuracy": 0.9356906534325888, "iteration": 20859, "loss_box_reg": 0.005579978111200035, "loss_cls": 0.015417961054481566, "loss_rpn_cls": 0.00040666575665682103, "loss_rpn_loc": 0.0009679671748017427, "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": 0.7684896709397435, "total_loss": 0.022832973994297845}
{"data_time": 0.008055041544139385, "eta_seconds": 8420.999539911747, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.044366081679514516, "fast_rcnn/fg_cls_accuracy": 0.9556339183204855, "iteration": 20879, "loss_box_reg": 0.005486015637870878, "loss_cls": 0.017174222390167415, "loss_rpn_cls": 0.0001453221165093055, "loss_rpn_loc": 0.0008714019859326072, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7580935880541801, "total_loss": 0.02393744184882962}
{"data_time": 0.008644240908324718, "eta_seconds": 8405.325396341272, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.066626213592233, "fast_rcnn/fg_cls_accuracy": 0.933373786407767, "iteration": 20899, "loss_box_reg": 0.005545247404370457, "loss_cls": 0.01573503646068275, "loss_rpn_cls": 0.00017233275843864249, "loss_rpn_loc": 0.0008176426199497655, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7574334088712931, "total_loss": 0.023120280957755313}
{"data_time": 0.007750122807919979, "eta_seconds": 8389.302127565257, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.051007147498375566, "fast_rcnn/fg_cls_accuracy": 0.9489928525016245, "iteration": 20919, "loss_box_reg": 0.005543860781472176, "loss_cls": 0.015451147453859448, "loss_rpn_cls": 0.00022227027523058496, "loss_rpn_loc": 0.000833432815852575, "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": 0.7569747669622302, "total_loss": 0.021985252059835148}
{"data_time": 0.007627373561263084, "eta_seconds": 8377.37190119829, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04128118867395571, "fast_rcnn/fg_cls_accuracy": 0.9587188113260443, "iteration": 20939, "loss_box_reg": 0.005710363562684506, "loss_cls": 0.015032731869723648, "loss_rpn_cls": 0.00022478623395727482, "loss_rpn_loc": 0.0010185821884078905, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7718984941020608, "total_loss": 0.022680154075317205}
{"data_time": 0.007809057831764221, "eta_seconds": 8362.6338568395, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.030090497737556562, "fast_rcnn/fg_cls_accuracy": 0.9699095022624434, "iteration": 20959, "loss_box_reg": 0.0055950570676941425, "loss_cls": 0.016249048232566565, "loss_rpn_cls": 9.580299172284867e-05, "loss_rpn_loc": 0.0008302011665364262, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7632641457021236, "total_loss": 0.023630289750371958}
{"data_time": 0.008306783623993397, "eta_seconds": 8347.485529954545, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05437352245862884, "fast_rcnn/fg_cls_accuracy": 0.9456264775413712, "iteration": 20979, "loss_box_reg": 0.005656316934619099, "loss_cls": 0.01578349096234888, "loss_rpn_cls": 0.00013468736375443768, "loss_rpn_loc": 0.0007944420867715962, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7550679165869951, "total_loss": 0.02226844851520582}
{"data_time": 0.008141464553773403, "eta_seconds": 8331.168070896529, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.06401617250673855, "fast_rcnn/fg_cls_accuracy": 0.9359838274932615, "iteration": 20999, "loss_box_reg": 0.00548256590263918, "loss_cls": 0.01531480613630265, "loss_rpn_cls": 0.0001906968223011063, "loss_rpn_loc": 0.001042105519445613, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7550376793369651, "total_loss": 0.022140202171613055}
{"data_time": 0.008165955543518066, "eta_seconds": 8316.78156107571, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.055762659210935074, "fast_rcnn/fg_cls_accuracy": 0.944237340789065, "iteration": 21019, "loss_box_reg": 0.005783774133305997, "loss_cls": 0.015156886423937976, "loss_rpn_cls": 0.00013695013808501244, "loss_rpn_loc": 0.0009152692291536368, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7538305809721351, "total_loss": 0.022396035600650066}
{"data_time": 0.007776539772748947, "eta_seconds": 8301.633976045065, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.05311355311355311, "fast_rcnn/fg_cls_accuracy": 0.9468864468864469, "iteration": 21039, "loss_box_reg": 0.0055486695491708815, "loss_cls": 0.015699611976742744, "loss_rpn_cls": 0.00014926721269148402, "loss_rpn_loc": 0.00103518204196007, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7533006351441145, "total_loss": 0.023330379431911297}
{"data_time": 0.007222256623208523, "eta_seconds": 8291.172414964065, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.028678638434735997, "fast_rcnn/fg_cls_accuracy": 0.971321361565264, "iteration": 21059, "loss_box_reg": 0.005752938857767731, "loss_cls": 0.015309420879930258, "loss_rpn_cls": 0.0001451741027267417, "loss_rpn_loc": 0.0013376925344346091, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7664350103586912, "total_loss": 0.022925889851421744}
{"data_time": 0.009055149741470814, "eta_seconds": 8270.583265363239, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04697802197802198, "fast_rcnn/fg_cls_accuracy": 0.953021978021978, "iteration": 21079, "loss_box_reg": 0.005669791135005653, "loss_cls": 0.017179496528115124, "loss_rpn_cls": 0.0002566106152528391, "loss_rpn_loc": 0.0010002265153161716, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7501859329640865, "total_loss": 0.02418590125830633}
{"data_time": 0.008388184010982513, "eta_seconds": 8256.19122095313, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.04726890756302521, "fast_rcnn/fg_cls_accuracy": 0.9527310924369747, "iteration": 21099, "loss_box_reg": 0.005591293622273952, "loss_cls": 0.01583131856750697, "loss_rpn_cls": 0.0001608064585525426, "loss_rpn_loc": 0.0008472074841847643, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7726727435365319, "total_loss": 0.02316570537368534}
{"data_time": 0.007780694402754307, "eta_seconds": 8242.036527765915, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.038580246913580245, "fast_rcnn/fg_cls_accuracy": 0.9614197530864197, "iteration": 21119, "loss_box_reg": 0.005592894565779716, "loss_cls": 0.016928377037402242, "loss_rpn_cls": 0.00010830244082171703, "loss_rpn_loc": 0.0009044542021001689, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7749187340959907, "total_loss": 0.023793638284644203}
{"data_time": 0.008417405188083649, "eta_seconds": 8230.547810887918, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.05955757231990924, "fast_rcnn/fg_cls_accuracy": 0.9404424276800907, "iteration": 21139, "loss_box_reg": 0.005539408186450601, "loss_cls": 0.015638657030649483, "loss_rpn_cls": 0.00020810336673093843, "loss_rpn_loc": 0.0010920647473540157, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7646963372826576, "total_loss": 0.022546348705759556}
{"data_time": 0.00855282973498106, "eta_seconds": 8216.656858374365, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05727351916376307, "fast_rcnn/fg_cls_accuracy": 0.9427264808362369, "iteration": 21159, "loss_box_reg": 0.005664819967932999, "loss_cls": 0.016693608718924224, "loss_rpn_cls": 0.00020442066352188704, "loss_rpn_loc": 0.0009054168149305042, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7677511218935251, "total_loss": 0.023867492529802803}
{"data_time": 0.008595399558544159, "eta_seconds": 8200.235508849844, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.052923021060275965, "fast_rcnn/fg_cls_accuracy": 0.947076978939724, "iteration": 21179, "loss_box_reg": 0.005442569789011031, "loss_cls": 0.015511800535023212, "loss_rpn_cls": 0.0001939248868438881, "loss_rpn_loc": 0.0008114837255561724, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7529597319662571, "total_loss": 0.022359638254840775}
{"data_time": 0.008012673817574978, "eta_seconds": 8189.355429589748, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.06150978564771668, "fast_rcnn/fg_cls_accuracy": 0.9384902143522833, "iteration": 21199, "loss_box_reg": 0.005507878522621468, "loss_cls": 0.014073763566557318, "loss_rpn_cls": 0.00020394787679833826, "loss_rpn_loc": 0.0009202212349919137, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7714235931634903, "total_loss": 0.021700857935684326}
{"data_time": 0.00873851403594017, "eta_seconds": 8169.923206811771, "fast_rcnn/cls_accuracy": 0.989013671875, "fast_rcnn/false_negative": 0.05486978774650007, "fast_rcnn/fg_cls_accuracy": 0.9451302122534999, "iteration": 21219, "loss_box_reg": 0.005572370369918644, "loss_cls": 0.01475240831496194, "loss_rpn_cls": 0.00018940499455766258, "loss_rpn_loc": 0.000933320330659626, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7543378211557865, "total_loss": 0.021686345594389422}
{"data_time": 0.007470106706023216, "eta_seconds": 8155.4626300809905, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.0639036341363822, "fast_rcnn/fg_cls_accuracy": 0.9360963658636178, "iteration": 21239, "loss_box_reg": 0.005477493861690164, "loss_cls": 0.015402883989736438, "loss_rpn_cls": 0.0001607029280421557, "loss_rpn_loc": 0.0008427777356700972, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7574913091957569, "total_loss": 0.023580070155844624}
{"data_time": 0.007978394627571106, "eta_seconds": 8140.864432782866, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.049461722488038276, "fast_rcnn/fg_cls_accuracy": 0.9505382775119617, "iteration": 21259, "loss_box_reg": 0.00556412513833493, "loss_cls": 0.016574373468756676, "loss_rpn_cls": 0.00024985508071040385, "loss_rpn_loc": 0.0007609685490024276, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7538572661578655, "total_loss": 0.023504680052269578}
{"data_time": 0.008358627557754517, "eta_seconds": 8126.975094081834, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.050706033376123234, "fast_rcnn/fg_cls_accuracy": 0.9492939666238767, "iteration": 21279, "loss_box_reg": 0.005483850836753845, "loss_cls": 0.01573187403846532, "loss_rpn_cls": 0.0001954027397914615, "loss_rpn_loc": 0.0008614569997007493, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.76668263040483, "total_loss": 0.022480735360943527}
{"data_time": 0.008151977322995663, "eta_seconds": 8107.466677246615, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.05854700854700855, "fast_rcnn/fg_cls_accuracy": 0.9414529914529914, "iteration": 21299, "loss_box_reg": 0.005567988846451044, "loss_cls": 0.016184537613298744, "loss_rpn_cls": 0.0001709079322154139, "loss_rpn_loc": 0.0008858455366862472, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7414357895031571, "total_loss": 0.023289614875125153}
{"data_time": 0.007801474072039127, "eta_seconds": 8092.313950067386, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.07577497129735936, "fast_rcnn/fg_cls_accuracy": 0.9242250287026407, "iteration": 21319, "loss_box_reg": 0.005517819838132709, "loss_cls": 0.0160673672799021, "loss_rpn_cls": 0.00019099528162769275, "loss_rpn_loc": 0.0010146280183107592, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.7701685186475515, "total_loss": 0.023180128089052232}
{"data_time": 0.007836651988327503, "eta_seconds": 8079.919124201871, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.027313266443701224, "fast_rcnn/fg_cls_accuracy": 0.9726867335562988, "iteration": 21339, "loss_box_reg": 0.0054770748829469085, "loss_cls": 0.015947048785164952, "loss_rpn_cls": 0.00018466830931629374, "loss_rpn_loc": 0.0008896383333194535, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7675351575016975, "total_loss": 0.022601075346301513}
{"data_time": 0.008595651015639305, "eta_seconds": 8064.073405534029, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.057224025974025976, "fast_rcnn/fg_cls_accuracy": 0.942775974025974, "iteration": 21359, "loss_box_reg": 0.0054446654103230685, "loss_cls": 0.015629248460754752, "loss_rpn_cls": 0.00020565878401157534, "loss_rpn_loc": 0.0007786133282934316, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7539384961128235, "total_loss": 0.021985342376638073}
{"data_time": 0.008182944729924202, "eta_seconds": 8049.913522073068, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.0439873417721519, "fast_rcnn/fg_cls_accuracy": 0.9560126582278481, "iteration": 21379, "loss_box_reg": 0.005432602541986853, "loss_cls": 0.015253348217811435, "loss_rpn_cls": 0.00013992633626003226, "loss_rpn_loc": 0.0010041112800536212, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.7605621041730046, "total_loss": 0.02210609740950531}
{"data_time": 0.008274237625300884, "eta_seconds": 8034.755036954768, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.04800307219662058, "fast_rcnn/fg_cls_accuracy": 0.9519969278033794, "iteration": 21399, "loss_box_reg": 0.005871946865227073, "loss_cls": 0.0166486311936751, "loss_rpn_cls": 0.0002378252556809457, "loss_rpn_loc": 0.001025133071379969, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7614165870472789, "total_loss": 0.023166045246739486}
{"data_time": 0.008475201204419136, "eta_seconds": 8014.795377289876, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.03941944349020955, "fast_rcnn/fg_cls_accuracy": 0.9605805565097905, "iteration": 21419, "loss_box_reg": 0.005438481573946774, "loss_cls": 0.015056825475767255, "loss_rpn_cls": 0.00016820181394905376, "loss_rpn_loc": 0.0008876999927451834, "lr": 0.001, "roi_head/num_bg_samples": 494.125, "roi_head/num_fg_samples": 17.875, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7557839974761009, "total_loss": 0.0217303729109517}
{"data_time": 0.007556193508207798, "eta_seconds": 7998.2472228510305, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.09161048689138576, "fast_rcnn/fg_cls_accuracy": 0.9083895131086142, "iteration": 21439, "loss_box_reg": 0.005248542584013194, "loss_cls": 0.015883861517068, "loss_rpn_cls": 0.0002374493305978831, "loss_rpn_loc": 0.0009432928418391384, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7441622614860535, "total_loss": 0.02295949599101732}
{"data_time": 0.007962615229189396, "eta_seconds": 7983.925684715621, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.04904306220095694, "fast_rcnn/fg_cls_accuracy": 0.950956937799043, "iteration": 21459, "loss_box_reg": 0.005712891055736691, "loss_cls": 0.016669787524733692, "loss_rpn_cls": 0.00015977865433569605, "loss_rpn_loc": 0.0011285192340437789, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7488215155899525, "total_loss": 0.024006894523949995}
{"data_time": 0.008536615408957005, "eta_seconds": 7971.092132633552, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04583189207886544, "fast_rcnn/fg_cls_accuracy": 0.9541681079211346, "iteration": 21479, "loss_box_reg": 0.005373066465836018, "loss_cls": 0.014294575434178114, "loss_rpn_cls": 0.00014044987028682954, "loss_rpn_loc": 0.0009336874827567954, "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": 0.7646584874019027, "total_loss": 0.021546686202384535}
{"data_time": 0.00827909354120493, "eta_seconds": 7958.655916259624, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.04025974025974026, "fast_rcnn/fg_cls_accuracy": 0.9597402597402598, "iteration": 21499, "loss_box_reg": 0.005113500781590119, "loss_cls": 0.01425621600355953, "loss_rpn_cls": 0.00014503655836506368, "loss_rpn_loc": 0.0009394826884090435, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7624575607478619, "total_loss": 0.02046040232988844}
{"data_time": 0.008100440725684166, "eta_seconds": 7943.80412624497, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06913029627269832, "fast_rcnn/fg_cls_accuracy": 0.9308697037273017, "iteration": 21519, "loss_box_reg": 0.005663125193677843, "loss_cls": 0.015884781605564058, "loss_rpn_cls": 0.00011726154855296045, "loss_rpn_loc": 0.0009475279730395414, "lr": 0.001, "roi_head/num_bg_samples": 491.375, "roi_head/num_fg_samples": 20.625, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7527085598558187, "total_loss": 0.023276858215581342}
{"data_time": 0.009017588570713997, "eta_seconds": 7930.110348159447, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.05555555555555555, "fast_rcnn/fg_cls_accuracy": 0.9444444444444444, "iteration": 21539, "loss_box_reg": 0.005401247821282595, "loss_cls": 0.014432156865950674, "loss_rpn_cls": 0.00015710702314208902, "loss_rpn_loc": 0.0008196847666113172, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7635832782834768, "total_loss": 0.020762860327067756}
{"data_time": 0.00877369474619627, "eta_seconds": 7914.949062721804, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06542935340403695, "fast_rcnn/fg_cls_accuracy": 0.9345706465959631, "iteration": 21559, "loss_box_reg": 0.00549198460066691, "loss_cls": 0.01598339417250827, "loss_rpn_cls": 0.0001558024516725709, "loss_rpn_loc": 0.000981223685812438, "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": 0.755444192327559, "total_loss": 0.02304715795116863}
{"data_time": 0.008109227754175663, "eta_seconds": 7898.929022113793, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06308685446009389, "fast_rcnn/fg_cls_accuracy": 0.9369131455399061, "iteration": 21579, "loss_box_reg": 0.005285433726385236, "loss_cls": 0.014595991058740765, "loss_rpn_cls": 0.00014437387221732934, "loss_rpn_loc": 0.0009367517486680299, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7597009288147092, "total_loss": 0.021317958299050588}
{"data_time": 0.008055804297327995, "eta_seconds": 7882.866411295719, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06969402622632345, "fast_rcnn/fg_cls_accuracy": 0.9303059737736765, "iteration": 21599, "loss_box_reg": 0.005596184928435832, "loss_cls": 0.016064105206169188, "loss_rpn_cls": 0.00016249103555310285, "loss_rpn_loc": 0.0008928644929255825, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7481505302712321, "total_loss": 0.02359146010257973}
{"data_time": 0.008378666825592518, "eta_seconds": 7868.60974748712, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06884343036978757, "fast_rcnn/fg_cls_accuracy": 0.9311565696302124, "iteration": 21619, "loss_box_reg": 0.005349141312763095, "loss_cls": 0.015648105356376618, "loss_rpn_cls": 0.00013603615025203908, "loss_rpn_loc": 0.000850790169351967, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.761716322042048, "total_loss": 0.021908279704121014}
{"data_time": 0.007700905203819275, "eta_seconds": 7853.450110173784, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.07156000817828664, "fast_rcnn/fg_cls_accuracy": 0.9284399918217133, "iteration": 21639, "loss_box_reg": 0.005488733877427876, "loss_cls": 0.016349867859389633, "loss_rpn_cls": 0.0001613673940710214, "loss_rpn_loc": 0.0009190459641104098, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7596698077395558, "total_loss": 0.02369176005186091}
{"data_time": 0.008859969675540924, "eta_seconds": 7837.392708317377, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06420133538777606, "fast_rcnn/fg_cls_accuracy": 0.9357986646122239, "iteration": 21659, "loss_box_reg": 0.005158449697773904, "loss_cls": 0.016737300727982074, "loss_rpn_cls": 0.00014829109568381682, "loss_rpn_loc": 0.0009588989632902667, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7381253633648157, "total_loss": 0.02309565514269707}
{"data_time": 0.008086426183581352, "eta_seconds": 7821.567673951387, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.0523972602739726, "fast_rcnn/fg_cls_accuracy": 0.9476027397260274, "iteration": 21679, "loss_box_reg": 0.005574071139562875, "loss_cls": 0.015997575654182583, "loss_rpn_cls": 0.00024898674519135966, "loss_rpn_loc": 0.0008295824300148524, "lr": 0.001, "roi_head/num_bg_samples": 491.375, "roi_head/num_fg_samples": 20.625, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7459699381142855, "total_loss": 0.02371606451836783}
{"data_time": 0.008229135535657406, "eta_seconds": 7807.327134996653, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.04794717197817973, "fast_rcnn/fg_cls_accuracy": 0.9520528280218203, "iteration": 21699, "loss_box_reg": 0.00565680064028129, "loss_cls": 0.015361114754341543, "loss_rpn_cls": 0.00026751394625534886, "loss_rpn_loc": 0.0008832050589262508, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7526710890233517, "total_loss": 0.022131133339826192}
{"data_time": 0.008557703346014023, "eta_seconds": 7786.192566814832, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06832298136645962, "fast_rcnn/fg_cls_accuracy": 0.9316770186335404, "iteration": 21719, "loss_box_reg": 0.005629746301565319, "loss_cls": 0.014715835801325738, "loss_rpn_cls": 0.00015177183990999765, "loss_rpn_loc": 0.0009290952075389214, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7526250723749399, "total_loss": 0.02140481246578929}
{"data_time": 0.007791411131620407, "eta_seconds": 7776.097849279642, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06704119850187265, "fast_rcnn/fg_cls_accuracy": 0.9329588014981274, "iteration": 21739, "loss_box_reg": 0.005402922979556024, "loss_cls": 0.016038235160522163, "loss_rpn_cls": 0.00012187208358227508, "loss_rpn_loc": 0.0009122574483626522, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7610129155218601, "total_loss": 0.02262801327174202}
{"data_time": 0.008129768073558807, "eta_seconds": 7761.851974517107, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.05758077879038939, "fast_rcnn/fg_cls_accuracy": 0.9424192212096105, "iteration": 21759, "loss_box_reg": 0.005587482126429677, "loss_cls": 0.016187189146876335, "loss_rpn_cls": 0.00014728562007348955, "loss_rpn_loc": 0.0008502520358888432, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7655197707936168, "total_loss": 0.023171461555875794}
{"data_time": 0.008012080565094948, "eta_seconds": 7749.051065607928, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.034487315010570826, "fast_rcnn/fg_cls_accuracy": 0.9655126849894292, "iteration": 21779, "loss_box_reg": 0.005510303133632988, "loss_cls": 0.015647290856577456, "loss_rpn_cls": 0.00023953410936883301, "loss_rpn_loc": 0.0008777027251198888, "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": 0.7563861617818475, "total_loss": 0.02238786492125655}
{"data_time": 0.00767336692661047, "eta_seconds": 7737.228604010306, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.038255360623781674, "fast_rcnn/fg_cls_accuracy": 0.9617446393762183, "iteration": 21799, "loss_box_reg": 0.005384985182899982, "loss_cls": 0.016366485215257853, "loss_rpn_cls": 0.00016693855832272675, "loss_rpn_loc": 0.001014185487292707, "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": 0.7808371288701892, "total_loss": 0.02403358986407511}
{"data_time": 0.008196539245545864, "eta_seconds": 7719.979535879567, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.07644724556489263, "fast_rcnn/fg_cls_accuracy": 0.9235527544351074, "iteration": 21819, "loss_box_reg": 0.00554698781343177, "loss_cls": 0.01707933412399143, "loss_rpn_cls": 0.00019177887133992044, "loss_rpn_loc": 0.0009746871328388806, "lr": 0.001, "roi_head/num_bg_samples": 491.125, "roi_head/num_fg_samples": 20.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7544902339577675, "total_loss": 0.025235486299948207}
{"data_time": 0.008431791327893734, "eta_seconds": 7708.167601036839, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.03981141959140912, "fast_rcnn/fg_cls_accuracy": 0.9601885804085909, "iteration": 21839, "loss_box_reg": 0.005459863168653101, "loss_cls": 0.014770881971344352, "loss_rpn_cls": 0.00014753412460777326, "loss_rpn_loc": 0.0010811296924657654, "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": 0.7780690528452396, "total_loss": 0.021253240912756155}
{"data_time": 0.008337215520441532, "eta_seconds": 7693.206527153961, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.057641196013289035, "fast_rcnn/fg_cls_accuracy": 0.942358803986711, "iteration": 21859, "loss_box_reg": 0.005230862705502659, "loss_cls": 0.01697265641996637, "loss_rpn_cls": 0.00024041171582211973, "loss_rpn_loc": 0.0009434737003175542, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7663947902619839, "total_loss": 0.024011359313362846}
{"data_time": 0.007750188931822777, "eta_seconds": 7676.55040693935, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.032526881720430105, "fast_rcnn/fg_cls_accuracy": 0.9674731182795699, "iteration": 21879, "loss_box_reg": 0.005328160536009818, "loss_cls": 0.01464429235784337, "loss_rpn_cls": 0.00012917411550006364, "loss_rpn_loc": 0.0008180177610483952, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7518219267949462, "total_loss": 0.02188140686416773}
{"data_time": 0.00890784990042448, "eta_seconds": 7661.380857671611, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.059027777777777776, "fast_rcnn/fg_cls_accuracy": 0.9409722222222222, "iteration": 21899, "loss_box_reg": 0.00528300553560257, "loss_cls": 0.016508621396496892, "loss_rpn_cls": 0.00013251078576104192, "loss_rpn_loc": 0.0008580478606745601, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7571063581854105, "total_loss": 0.023359900444575032}
{"data_time": 0.008631679229438305, "eta_seconds": 7647.6890839403495, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.05517503805175038, "fast_rcnn/fg_cls_accuracy": 0.9448249619482496, "iteration": 21919, "loss_box_reg": 0.00547712342813611, "loss_cls": 0.01751691644312814, "loss_rpn_cls": 0.00011742691117433424, "loss_rpn_loc": 0.0009413630614290014, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7721033683046699, "total_loss": 0.02466980527049145}
{"data_time": 0.007541365921497345, "eta_seconds": 7627.953591901809, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.0548118399524022, "fast_rcnn/fg_cls_accuracy": 0.9451881600475978, "iteration": 21939, "loss_box_reg": 0.005532833543838933, "loss_cls": 0.015241983870510012, "loss_rpn_cls": 0.00020064864008872973, "loss_rpn_loc": 0.0007708103112236131, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7494496693834662, "total_loss": 0.022335287923397118}
{"data_time": 0.007551353424787521, "eta_seconds": 7610.38540098723, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.049516908212560384, "fast_rcnn/fg_cls_accuracy": 0.9504830917874396, "iteration": 21959, "loss_box_reg": 0.005433632526546717, "loss_cls": 0.014708064787555486, "loss_rpn_cls": 0.00013725483165671903, "loss_rpn_loc": 0.00085469020268647, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7608343837782741, "total_loss": 0.021504300921748154}
{"data_time": 0.007867247797548771, "eta_seconds": 7596.695032698102, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05808080808080808, "fast_rcnn/fg_cls_accuracy": 0.9419191919191919, "iteration": 21979, "loss_box_reg": 0.005323338904418051, "loss_cls": 0.01733752537984401, "loss_rpn_cls": 0.00020894202089039027, "loss_rpn_loc": 0.0010178627126151696, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7585470182821155, "total_loss": 0.024517501868103864}
{"data_time": 0.00793206412345171, "eta_seconds": 7580.576638533734, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.05960151150807283, "fast_rcnn/fg_cls_accuracy": 0.9403984884919272, "iteration": 21999, "loss_box_reg": 0.005522564402781427, "loss_cls": 0.015555531019344926, "loss_rpn_cls": 0.00016107825081235205, "loss_rpn_loc": 0.0009162753558484837, "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": 0.7474184297025204, "total_loss": 0.02315601832151515}
{"data_time": 0.007966057397425175, "eta_seconds": 7568.274726198055, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.05634920634920634, "fast_rcnn/fg_cls_accuracy": 0.9436507936507936, "iteration": 22019, "loss_box_reg": 0.00565461692167446, "loss_cls": 0.01637745840707794, "loss_rpn_cls": 0.00013237622442829888, "loss_rpn_loc": 0.000907275465579005, "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": 0.7631868366152048, "total_loss": 0.023665417168899694}
{"data_time": 0.00858569797128439, "eta_seconds": 7552.618939016014, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.05634920634920634, "fast_rcnn/fg_cls_accuracy": 0.9436507936507936, "iteration": 22039, "loss_box_reg": 0.005397570785135031, "loss_cls": 0.016885732300579548, "loss_rpn_cls": 0.00015287846753153644, "loss_rpn_loc": 0.0009943980185198598, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.746406365185976, "total_loss": 0.02369923610973501}
{"data_time": 0.008116173557937145, "eta_seconds": 7537.943998911418, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.05517503805175038, "fast_rcnn/fg_cls_accuracy": 0.9448249619482496, "iteration": 22059, "loss_box_reg": 0.005254672258161008, "loss_cls": 0.016225010040216148, "loss_rpn_cls": 0.00013782153246211237, "loss_rpn_loc": 0.0010330551849619951, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7765989117324352, "total_loss": 0.02277924318764235}
{"data_time": 0.007781052030622959, "eta_seconds": 7523.662075283937, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.051718385051718385, "fast_rcnn/fg_cls_accuracy": 0.9482816149482816, "iteration": 22079, "loss_box_reg": 0.00551597512094304, "loss_cls": 0.01738541293889284, "loss_rpn_cls": 0.00020165012301731622, "loss_rpn_loc": 0.0010542599848122336, "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": 0.755737860687077, "total_loss": 0.024601833662813988}
{"data_time": 0.008889724500477314, "eta_seconds": 7507.613271624781, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.033315276273022755, "fast_rcnn/fg_cls_accuracy": 0.9666847237269773, "iteration": 22099, "loss_box_reg": 0.0055310577736236155, "loss_cls": 0.01578497386071831, "loss_rpn_cls": 0.00015289657494577114, "loss_rpn_loc": 0.00092075984866824, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7551308991387486, "total_loss": 0.0224013739745601}
{"data_time": 0.008016258478164673, "eta_seconds": 7489.618814653717, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.026742734890354787, "fast_rcnn/fg_cls_accuracy": 0.9732572651096452, "iteration": 22119, "loss_box_reg": 0.005333490204066038, "loss_cls": 0.01571918500121683, "loss_rpn_cls": 0.00014573775729331828, "loss_rpn_loc": 0.0009961550167645328, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7493752706795931, "total_loss": 0.021778324661681836}
{"data_time": 0.007797756232321262, "eta_seconds": 7474.459177340381, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.0787878787878788, "fast_rcnn/fg_cls_accuracy": 0.9212121212121211, "iteration": 22139, "loss_box_reg": 0.005454858124721795, "loss_cls": 0.016547392529901117, "loss_rpn_cls": 0.00025388597418896097, "loss_rpn_loc": 0.0007861167505325284, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7593752676621079, "total_loss": 0.023394108249704004}
{"data_time": 0.007911044172942638, "eta_seconds": 7461.1560777165, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.06942215088282504, "fast_rcnn/fg_cls_accuracy": 0.930577849117175, "iteration": 22159, "loss_box_reg": 0.005445238639367744, "loss_cls": 0.014279406459536403, "loss_rpn_cls": 0.00010768871231903177, "loss_rpn_loc": 0.0008897087209334131, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.770073477178812, "total_loss": 0.020845256532311396}
{"data_time": 0.008169623091816902, "eta_seconds": 7446.9518170515075, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.04090657822001105, "fast_rcnn/fg_cls_accuracy": 0.9590934217799889, "iteration": 22179, "loss_box_reg": 0.0052596619934774935, "loss_cls": 0.015687343780882657, "loss_rpn_cls": 0.00016721976390954296, "loss_rpn_loc": 0.0009119463029492181, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7693472523242235, "total_loss": 0.023048390252597528}
{"data_time": 0.008037726394832134, "eta_seconds": 7428.980265400372, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.07039473684210526, "fast_rcnn/fg_cls_accuracy": 0.9296052631578948, "iteration": 22199, "loss_box_reg": 0.005566238425672054, "loss_cls": 0.015673363814130425, "loss_rpn_cls": 0.00022661606340079743, "loss_rpn_loc": 0.0009653053275542334, "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": 0.757311787456274, "total_loss": 0.02264533418110659}
{"data_time": 0.00767818558961153, "eta_seconds": 7415.665846575052, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04878774356686003, "fast_rcnn/fg_cls_accuracy": 0.95121225643314, "iteration": 22219, "loss_box_reg": 0.005346176913008094, "loss_cls": 0.015597149671521038, "loss_rpn_cls": 0.00015371600352409587, "loss_rpn_loc": 0.0008766123646637425, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7648679371923208, "total_loss": 0.022980521768658946}
{"data_time": 0.009038134478032589, "eta_seconds": 7401.455726121552, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.046568295654528226, "fast_rcnn/fg_cls_accuracy": 0.9534317043454718, "iteration": 22239, "loss_box_reg": 0.005510420247446746, "loss_cls": 0.016143575543537736, "loss_rpn_cls": 0.0002409605048683261, "loss_rpn_loc": 0.0009274019103031605, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7695253286510706, "total_loss": 0.02327821114431572}
{"data_time": 0.008059374988079071, "eta_seconds": 7389.859455767088, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04619758351101634, "fast_rcnn/fg_cls_accuracy": 0.9538024164889836, "iteration": 22259, "loss_box_reg": 0.005056736437836662, "loss_cls": 0.014723342610523105, "loss_rpn_cls": 0.00015463621684830287, "loss_rpn_loc": 0.00101133046700852, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7804644154384732, "total_loss": 0.021588298516235227}
{"data_time": 0.008404679596424103, "eta_seconds": 7374.5844246586785, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.07335007173601148, "fast_rcnn/fg_cls_accuracy": 0.9266499282639886, "iteration": 22279, "loss_box_reg": 0.005458447936689481, "loss_cls": 0.016657271422445774, "loss_rpn_cls": 0.00017797154396248516, "loss_rpn_loc": 0.0007760733351460658, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7617244767025113, "total_loss": 0.02315540006441097}
{"data_time": 0.008095038123428822, "eta_seconds": 7359.514072517864, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.03404050144648023, "fast_rcnn/fg_cls_accuracy": 0.9659594985535198, "iteration": 22299, "loss_box_reg": 0.005350916995666921, "loss_cls": 0.016251286782789975, "loss_rpn_cls": 0.00021957481635581644, "loss_rpn_loc": 0.0009515393321635202, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7534598782658577, "total_loss": 0.022636062601009144}
{"data_time": 0.007984866388142109, "eta_seconds": 7344.038042086177, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.06327469012395043, "fast_rcnn/fg_cls_accuracy": 0.9367253098760495, "iteration": 22319, "loss_box_reg": 0.005520210892427713, "loss_cls": 0.015452472143806517, "loss_rpn_cls": 0.0001460739708818437, "loss_rpn_loc": 0.0010105583041877253, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7578369388356805, "total_loss": 0.02243784551137651}
{"data_time": 0.008156661875545979, "eta_seconds": 7326.033129922114, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.06735125339776502, "fast_rcnn/fg_cls_accuracy": 0.932648746602235, "iteration": 22339, "loss_box_reg": 0.005523897707462311, "loss_cls": 0.015611506823915988, "loss_rpn_cls": 0.00017485401372141496, "loss_rpn_loc": 0.0008058259154495317, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7604643041267991, "total_loss": 0.02209115632558678}
{"data_time": 0.009678172878921032, "eta_seconds": 7313.99599764403, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.05718954248366013, "fast_rcnn/fg_cls_accuracy": 0.9428104575163399, "iteration": 22359, "loss_box_reg": 0.00546834128908813, "loss_cls": 0.015160476614255458, "loss_rpn_cls": 0.0002657742556948506, "loss_rpn_loc": 0.0008056855440372601, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7637885119765997, "total_loss": 0.0225178552836951}
{"data_time": 0.008753595873713493, "eta_seconds": 7298.823306019418, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06899505138941758, "fast_rcnn/fg_cls_accuracy": 0.9310049486105825, "iteration": 22379, "loss_box_reg": 0.005397985223680735, "loss_cls": 0.015208968019578606, "loss_rpn_cls": 0.00018738456759592736, "loss_rpn_loc": 0.001006291146040894, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.772640167735517, "total_loss": 0.02195336304612283}
{"data_time": 0.008157479576766491, "eta_seconds": 7283.549538231455, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.062233836624080524, "fast_rcnn/fg_cls_accuracy": 0.9377661633759194, "iteration": 22399, "loss_box_reg": 0.005200513813178986, "loss_cls": 0.01569797535194084, "loss_rpn_cls": 0.0001487204382328855, "loss_rpn_loc": 0.0008748420914344024, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7575208451598883, "total_loss": 0.02251772379531758}
{"data_time": 0.008613813668489456, "eta_seconds": 7268.477922770195, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06102941176470588, "fast_rcnn/fg_cls_accuracy": 0.9389705882352941, "iteration": 22419, "loss_box_reg": 0.005536787386517972, "loss_cls": 0.01588665327290073, "loss_rpn_cls": 0.00015630108538289278, "loss_rpn_loc": 0.0009197686158586293, "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": 0.76083845179528, "total_loss": 0.02197685123633164}
{"data_time": 0.00761633925139904, "eta_seconds": 7253.3941057138145, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.06654611211573237, "fast_rcnn/fg_cls_accuracy": 0.9334538878842676, "iteration": 22439, "loss_box_reg": 0.005456737941130996, "loss_cls": 0.01602233003359288, "loss_rpn_cls": 0.00013390839558269363, "loss_rpn_loc": 0.0007538939025835134, "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": 0.7506469581276178, "total_loss": 0.022357800206009415}
{"data_time": 0.008477799594402313, "eta_seconds": 7241.372167976573, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06842105263157894, "fast_rcnn/fg_cls_accuracy": 0.9315789473684211, "iteration": 22459, "loss_box_reg": 0.005455978447571397, "loss_cls": 0.015396254020743072, "loss_rpn_cls": 0.00016274921517833718, "loss_rpn_loc": 0.0008839906186040025, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7784109329804778, "total_loss": 0.022536152222755845}
{"data_time": 0.008382163941860199, "eta_seconds": 7222.95984789636, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.045804195804195806, "fast_rcnn/fg_cls_accuracy": 0.9541958041958043, "iteration": 22479, "loss_box_reg": 0.005255392810795456, "loss_cls": 0.013699055532924831, "loss_rpn_cls": 0.0001214123235513398, "loss_rpn_loc": 0.000837715280795237, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7442637383937836, "total_loss": 0.021165680043168322}
{"data_time": 0.008186628110706806, "eta_seconds": 7207.687132875435, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.04597402597402597, "fast_rcnn/fg_cls_accuracy": 0.954025974025974, "iteration": 22499, "loss_box_reg": 0.005154737737029791, "loss_cls": 0.016190268681384623, "loss_rpn_cls": 0.0001916007940963027, "loss_rpn_loc": 0.0008836108754621819, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.741183714941144, "total_loss": 0.02332128261627986}
{"data_time": 0.00782399158924818, "eta_seconds": 7195.087428490631, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.08295194508009153, "fast_rcnn/fg_cls_accuracy": 0.9170480549199085, "iteration": 22519, "loss_box_reg": 0.005494223267305642, "loss_cls": 0.015606866392772645, "loss_rpn_cls": 0.00019119787930321763, "loss_rpn_loc": 0.0008383659660466947, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7715662429109216, "total_loss": 0.022728970563775874}
{"data_time": 0.008583371527493, "eta_seconds": 7181.392399501987, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.060714285714285714, "fast_rcnn/fg_cls_accuracy": 0.9392857142857143, "iteration": 22539, "loss_box_reg": 0.0053332269308157265, "loss_cls": 0.01572150766151026, "loss_rpn_cls": 0.00025589455549379636, "loss_rpn_loc": 0.0010241889576718677, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.760501584969461, "total_loss": 0.022960458067018408}
{"data_time": 0.007740967907011509, "eta_seconds": 7168.655527998693, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.05444444444444445, "fast_rcnn/fg_cls_accuracy": 0.9455555555555555, "iteration": 22559, "loss_box_reg": 0.005194379191379994, "loss_cls": 0.01684788940474391, "loss_rpn_cls": 0.00014551743743140833, "loss_rpn_loc": 0.0007621591321367305, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7618128582835197, "total_loss": 0.023336504001349567}
{"data_time": 0.007963263429701328, "eta_seconds": 7149.553703597747, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.05097402597402598, "fast_rcnn/fg_cls_accuracy": 0.949025974025974, "iteration": 22579, "loss_box_reg": 0.005370609229430556, "loss_cls": 0.01680202252464369, "loss_rpn_cls": 0.0002072479248909076, "loss_rpn_loc": 0.0009590580266376492, "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": 0.7513149930164218, "total_loss": 0.022894044818372095}
{"data_time": 0.00827436801046133, "eta_seconds": 7139.26275904756, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.05375180375180375, "fast_rcnn/fg_cls_accuracy": 0.9462481962481962, "iteration": 22599, "loss_box_reg": 0.005366155470255762, "loss_cls": 0.01524764159694314, "loss_rpn_cls": 0.00015402219344196055, "loss_rpn_loc": 0.0008652679171063937, "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": 0.7669321671128273, "total_loss": 0.022659840849655666}
{"data_time": 0.008535485714673996, "eta_seconds": 7128.053094229661, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.04095031812643834, "fast_rcnn/fg_cls_accuracy": 0.9590496818735617, "iteration": 22619, "loss_box_reg": 0.005470326577778906, "loss_cls": 0.015945105522405356, "loss_rpn_cls": 0.00014724585707881488, "loss_rpn_loc": 0.0009117669651459437, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7665108265355229, "total_loss": 0.022657333643905986}
{"data_time": 0.008012115024030209, "eta_seconds": 7110.832946766168, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05858966310943712, "fast_rcnn/fg_cls_accuracy": 0.9414103368905629, "iteration": 22639, "loss_box_reg": 0.005317502131219953, "loss_cls": 0.01546479354146868, "loss_rpn_cls": 0.00014559661434532245, "loss_rpn_loc": 0.0008907494448067155, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.7565166754648089, "total_loss": 0.022144991861750896}
{"data_time": 0.007592310197651386, "eta_seconds": 7098.371380972676, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.07193890120719389, "fast_rcnn/fg_cls_accuracy": 0.9280610987928062, "iteration": 22659, "loss_box_reg": 0.0052813878282904625, "loss_cls": 0.015900773112662137, "loss_rpn_cls": 0.00016856273094845164, "loss_rpn_loc": 0.0008527854588464834, "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": 0.7646185336634517, "total_loss": 0.02223795288364272}
{"data_time": 0.008202066645026207, "eta_seconds": 7084.615541568026, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.08373715836402404, "fast_rcnn/fg_cls_accuracy": 0.9162628416359759, "iteration": 22679, "loss_box_reg": 0.005328481667675078, "loss_cls": 0.014442910731304437, "loss_rpn_cls": 0.00022280057964962907, "loss_rpn_loc": 0.0008270721809822135, "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": 0.7541560847312212, "total_loss": 0.02175423268602117}
{"data_time": 0.0084145562723279, "eta_seconds": 7071.797920386307, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.044313725490196076, "fast_rcnn/fg_cls_accuracy": 0.9556862745098039, "iteration": 22699, "loss_box_reg": 0.005356773152016103, "loss_cls": 0.013981609779875726, "loss_rpn_cls": 0.0001803569480216538, "loss_rpn_loc": 0.001090917518013157, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7596312649548054, "total_loss": 0.020390382105574645}
{"data_time": 0.008455115370452404, "eta_seconds": 7058.74422464706, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.04407248157248157, "fast_rcnn/fg_cls_accuracy": 0.9559275184275184, "iteration": 22719, "loss_box_reg": 0.00522051117150113, "loss_cls": 0.01628109609009698, "loss_rpn_cls": 0.0001696519435654409, "loss_rpn_loc": 0.0009790359581529628, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.760172120295465, "total_loss": 0.022802507314281684}
{"data_time": 0.008170572109520435, "eta_seconds": 7043.53305295296, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.05808080808080808, "fast_rcnn/fg_cls_accuracy": 0.9419191919191919, "iteration": 22739, "loss_box_reg": 0.005521273065824062, "loss_cls": 0.0156487095518969, "loss_rpn_cls": 0.00014736096863998682, "loss_rpn_loc": 0.0007556317541457247, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.75773283559829, "total_loss": 0.022445407325136557}
{"data_time": 0.008554256521165371, "eta_seconds": 7030.357619133778, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05393000573723465, "fast_rcnn/fg_cls_accuracy": 0.9460699942627653, "iteration": 22759, "loss_box_reg": 0.005329734878614545, "loss_cls": 0.014558849565219134, "loss_rpn_cls": 0.00020912396166750113, "loss_rpn_loc": 0.0008414923358941451, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7687888061627746, "total_loss": 0.02177453932813478}
{"data_time": 0.008129538968205452, "eta_seconds": 7013.11070956476, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.037059630928778405, "fast_rcnn/fg_cls_accuracy": 0.9629403690712216, "iteration": 22779, "loss_box_reg": 0.00593367574037984, "loss_cls": 0.01570473611354828, "loss_rpn_cls": 0.00018836862477655814, "loss_rpn_loc": 0.0008761643402976915, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7422000272199512, "total_loss": 0.021773748706209517}
{"data_time": 0.008506287820637226, "eta_seconds": 6993.407102024183, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.07318376068376069, "fast_rcnn/fg_cls_accuracy": 0.9268162393162394, "iteration": 22799, "loss_box_reg": 0.005188071285374463, "loss_cls": 0.016451436618808657, "loss_rpn_cls": 0.0002785872194408512, "loss_rpn_loc": 0.0009103011325350963, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7635529097169638, "total_loss": 0.0226458132829066}
{"data_time": 0.008618120104074478, "eta_seconds": 6978.205695433542, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.038613505747126436, "fast_rcnn/fg_cls_accuracy": 0.9613864942528736, "iteration": 22819, "loss_box_reg": 0.005319536285242066, "loss_cls": 0.01385433814721182, "loss_rpn_cls": 0.0001438431605720325, "loss_rpn_loc": 0.0008932020500651561, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.756351001560688, "total_loss": 0.021479804427599447}
{"data_time": 0.007906939834356308, "eta_seconds": 6958.983229773119, "fast_rcnn/cls_accuracy": 0.99853515625, "fast_rcnn/false_negative": 0.015419020715630885, "fast_rcnn/fg_cls_accuracy": 0.9845809792843692, "iteration": 22839, "loss_box_reg": 0.005482026317622513, "loss_cls": 0.016516971692908555, "loss_rpn_cls": 0.00016147630799423496, "loss_rpn_loc": 0.0008690954491612501, "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": 0.7520421491935849, "total_loss": 0.023373020063445438}
{"data_time": 0.008297353982925415, "eta_seconds": 6947.802882252261, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.0612681436210848, "fast_rcnn/fg_cls_accuracy": 0.9387318563789152, "iteration": 22859, "loss_box_reg": 0.005527576548047364, "loss_cls": 0.01495471375528723, "loss_rpn_cls": 0.00018132767149836582, "loss_rpn_loc": 0.0009518157021375373, "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": 0.7763979136943817, "total_loss": 0.02177550681392404}
{"data_time": 0.008546413853764534, "eta_seconds": 6939.064153675921, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.041666666666666664, "fast_rcnn/fg_cls_accuracy": 0.9583333333333333, "iteration": 22879, "loss_box_reg": 0.0053357413853518665, "loss_cls": 0.01581411756342277, "loss_rpn_cls": 0.00019177181297891366, "loss_rpn_loc": 0.0009004718740470707, "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": 0.7663040412589908, "total_loss": 0.02273096038780409}
{"data_time": 0.008294299244880676, "eta_seconds": 6925.789157163352, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.05799469062691444, "fast_rcnn/fg_cls_accuracy": 0.9420053093730856, "iteration": 22899, "loss_box_reg": 0.005274110997561365, "loss_cls": 0.014977680635638535, "loss_rpn_cls": 0.00019641675635284628, "loss_rpn_loc": 0.0009135810214502271, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7507745437324047, "total_loss": 0.021815675338132223}
{"data_time": 0.007704016752541065, "eta_seconds": 6903.947936461307, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.056809024979854954, "fast_rcnn/fg_cls_accuracy": 0.943190975020145, "iteration": 22919, "loss_box_reg": 0.005342873744666576, "loss_cls": 0.017557053244672716, "loss_rpn_cls": 0.0001451115119834867, "loss_rpn_loc": 0.001015306574117858, "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": 0.749494381248951, "total_loss": 0.023555281107633164}
{"data_time": 0.008224979043006897, "eta_seconds": 6889.319530869834, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.02668564312399929, "fast_rcnn/fg_cls_accuracy": 0.9733143568760008, "iteration": 22939, "loss_box_reg": 0.00530587910907343, "loss_cls": 0.014760720077902079, "loss_rpn_cls": 0.00016851866712386254, "loss_rpn_loc": 0.0009106068682740442, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7537429286167026, "total_loss": 0.020995966601731197}
{"data_time": 0.007935726083815098, "eta_seconds": 6874.112998410128, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.07647058823529412, "fast_rcnn/fg_cls_accuracy": 0.9235294117647059, "iteration": 22959, "loss_box_reg": 0.005274419236229733, "loss_cls": 0.016908306104596704, "loss_rpn_cls": 0.00018593019331092364, "loss_rpn_loc": 0.0007591808243887499, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7582196295261383, "total_loss": 0.023773859682705734}
{"data_time": 0.008792034350335598, "eta_seconds": 6855.198397147469, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.034596211365902296, "fast_rcnn/fg_cls_accuracy": 0.9654037886340977, "iteration": 22979, "loss_box_reg": 0.0051828655996359885, "loss_cls": 0.016628258512355387, "loss_rpn_cls": 0.00019149340869262232, "loss_rpn_loc": 0.0009890759283734951, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7520942706614733, "total_loss": 0.02401575675617096}
{"data_time": 0.007869614288210869, "eta_seconds": 6840.000085658394, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.05948051948051948, "fast_rcnn/fg_cls_accuracy": 0.9405194805194805, "iteration": 22999, "loss_box_reg": 0.005274276714771986, "loss_cls": 0.015189057332463562, "loss_rpn_cls": 8.641711906420824e-05, "loss_rpn_loc": 0.0007653475149709266, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7535163192078471, "total_loss": 0.021860861960249167}
{"data_time": 0.007959089241921902, "eta_seconds": 6826.191629527137, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.05730706075533662, "fast_rcnn/fg_cls_accuracy": 0.9426929392446634, "iteration": 23019, "loss_box_reg": 0.005293415975756943, "loss_cls": 0.015404220670461655, "loss_rpn_cls": 0.00020087032748961064, "loss_rpn_loc": 0.0008800287432677578, "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": 0.769303479231894, "total_loss": 0.023114133867352393}
{"data_time": 0.008717390708625317, "eta_seconds": 6820.524791191332, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.02668564312399929, "fast_rcnn/fg_cls_accuracy": 0.9733143568760008, "iteration": 23039, "loss_box_reg": 0.005464753310661763, "loss_cls": 0.01716814556857571, "loss_rpn_cls": 0.00027104570563096786, "loss_rpn_loc": 0.0009015027972054668, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7741859024390578, "total_loss": 0.024710785698744075}
{"data_time": 0.008993329480290413, "eta_seconds": 6800.8800249686465, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.03738390092879257, "fast_rcnn/fg_cls_accuracy": 0.9626160990712074, "iteration": 23059, "loss_box_reg": 0.005312101682648063, "loss_cls": 0.015244582202285528, "loss_rpn_cls": 0.00012576508333950187, "loss_rpn_loc": 0.0009535989302094094, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7567919185385108, "total_loss": 0.022698326970385097}
{"data_time": 0.0075097521767020226, "eta_seconds": 6785.66722992342, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.045804195804195806, "fast_rcnn/fg_cls_accuracy": 0.9541958041958043, "iteration": 23079, "loss_box_reg": 0.005223669693805277, "loss_cls": 0.01588430756237358, "loss_rpn_cls": 0.00016064203975929559, "loss_rpn_loc": 0.0009260030783480033, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7560111610218883, "total_loss": 0.022071910440899956}
{"data_time": 0.009543661959469318, "eta_seconds": 6774.8567309891805, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.035939741750358675, "fast_rcnn/fg_cls_accuracy": 0.9640602582496414, "iteration": 23099, "loss_box_reg": 0.005471229669637978, "loss_cls": 0.015982575016096234, "loss_rpn_cls": 0.0001003310198939289, "loss_rpn_loc": 0.0008311369747389108, "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": 0.7693177340552211, "total_loss": 0.022679677618270944}
{"data_time": 0.007917826063930988, "eta_seconds": 6760.308798617683, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.05412001148435257, "fast_rcnn/fg_cls_accuracy": 0.9458799885156475, "iteration": 23119, "loss_box_reg": 0.005206553469179198, "loss_cls": 0.016483268525917083, "loss_rpn_cls": 0.00013067397981103568, "loss_rpn_loc": 0.0008141055295709521, "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": 0.7614138228818774, "total_loss": 0.022320359005675527}
{"data_time": 0.008022223599255085, "eta_seconds": 6746.762059461325, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.04880952380952381, "fast_rcnn/fg_cls_accuracy": 0.9511904761904761, "iteration": 23139, "loss_box_reg": 0.00546840819879435, "loss_cls": 0.015968216757755727, "loss_rpn_cls": 0.00014881280640111072, "loss_rpn_loc": 0.000790492347732652, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7656861124560237, "total_loss": 0.024416015056885954}
{"data_time": 0.008629190735518932, "eta_seconds": 6730.462031495757, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.04975579975579976, "fast_rcnn/fg_cls_accuracy": 0.9502442002442002, "iteration": 23159, "loss_box_reg": 0.005232530704233795, "loss_cls": 0.015872341638896614, "loss_rpn_cls": 0.0001404984873261128, "loss_rpn_loc": 0.0008111212555377278, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7656620666384697, "total_loss": 0.022738135611916732}
{"data_time": 0.008427975699305534, "eta_seconds": 6715.363618991338, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.05669252351873246, "fast_rcnn/fg_cls_accuracy": 0.9433074764812674, "iteration": 23179, "loss_box_reg": 0.005083196156192571, "loss_cls": 0.014432106167078018, "loss_rpn_cls": 0.00016224169451106718, "loss_rpn_loc": 0.0008826706616673619, "lr": 0.001, "roi_head/num_bg_samples": 494.125, "roi_head/num_fg_samples": 17.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7684520641341805, "total_loss": 0.020947582668213727}
{"data_time": 0.007832062430679798, "eta_seconds": 6702.218298734166, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.061596778014688464, "fast_rcnn/fg_cls_accuracy": 0.9384032219853116, "iteration": 23199, "loss_box_reg": 0.005267796397674829, "loss_cls": 0.015820845612324774, "loss_rpn_cls": 0.0002066211641249538, "loss_rpn_loc": 0.0008327309478772804, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7597456388175488, "total_loss": 0.022223774590031553}
{"data_time": 0.007868291810154915, "eta_seconds": 6685.850089620799, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.037315724815724816, "fast_rcnn/fg_cls_accuracy": 0.9626842751842752, "iteration": 23219, "loss_box_reg": 0.004987987689673901, "loss_cls": 0.015552362310700119, "loss_rpn_cls": 0.0002052447575806582, "loss_rpn_loc": 0.0009459272769163363, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7582233408465981, "total_loss": 0.02225606260941504}
{"data_time": 0.008182935416698456, "eta_seconds": 6665.761363517493, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06246973365617434, "fast_rcnn/fg_cls_accuracy": 0.9375302663438256, "iteration": 23239, "loss_box_reg": 0.0052200015052221715, "loss_cls": 0.015002212079707533, "loss_rpn_cls": 0.00012195346243970562, "loss_rpn_loc": 0.0009401209899806418, "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": 0.7465056767687201, "total_loss": 0.022182655476285618}
{"data_time": 0.00834604911506176, "eta_seconds": 6646.887188826688, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.01863711001642036, "fast_rcnn/fg_cls_accuracy": 0.9813628899835797, "iteration": 23259, "loss_box_reg": 0.005209416209254414, "loss_cls": 0.0154260367853567, "loss_rpn_cls": 0.00024236736635430134, "loss_rpn_loc": 0.0009296664720750414, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.7549491804093122, "total_loss": 0.02228814424177017}
{"data_time": 0.007508908398449421, "eta_seconds": 6631.678660766222, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.05566551212271153, "fast_rcnn/fg_cls_accuracy": 0.9443344878772885, "iteration": 23279, "loss_box_reg": 0.00534860254265368, "loss_cls": 0.01446747058071196, "loss_rpn_cls": 0.0001467778017740784, "loss_rpn_loc": 0.0009757233347045258, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7549756057560444, "total_loss": 0.020975883677920137}
{"data_time": 0.009093151427805424, "eta_seconds": 6615.209959002212, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.07097141231688238, "fast_rcnn/fg_cls_accuracy": 0.9290285876831177, "iteration": 23299, "loss_box_reg": 0.005361236922908574, "loss_cls": 0.015295345685444772, "loss_rpn_cls": 0.0001596312033598224, "loss_rpn_loc": 0.0008895515857147984, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7462927959859371, "total_loss": 0.021966703615817096}
{"data_time": 0.00801501888781786, "eta_seconds": 6600.004327559844, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.052289815447710185, "fast_rcnn/fg_cls_accuracy": 0.9477101845522897, "iteration": 23319, "loss_box_reg": 0.005402845534263179, "loss_cls": 0.01619598490651697, "loss_rpn_cls": 0.00016942852289503207, "loss_rpn_loc": 0.0009283167855755892, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7635972276329994, "total_loss": 0.022615488006067608}
{"data_time": 0.008466208353638649, "eta_seconds": 6584.798696117476, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05, "fast_rcnn/fg_cls_accuracy": 0.95, "iteration": 23339, "loss_box_reg": 0.005440477572847158, "loss_cls": 0.0155168846831657, "loss_rpn_cls": 0.00021239053808130848, "loss_rpn_loc": 0.0008595061735832132, "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": 0.7615660447627306, "total_loss": 0.02174308354551613}
{"data_time": 0.008101615123450756, "eta_seconds": 6570.844548524357, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.04691358024691358, "fast_rcnn/fg_cls_accuracy": 0.9530864197530864, "iteration": 23359, "loss_box_reg": 0.00514981901505962, "loss_cls": 0.014903290022630244, "loss_rpn_cls": 0.00019984013533758116, "loss_rpn_loc": 0.0009550634240440559, "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": 0.76271868404001, "total_loss": 0.021749686833118176}
{"data_time": 0.008069894276559353, "eta_seconds": 6552.566310895607, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.05, "fast_rcnn/fg_cls_accuracy": 0.95, "iteration": 23379, "loss_box_reg": 0.00525666301837191, "loss_cls": 0.01508737332187593, "loss_rpn_cls": 0.00018813859458077786, "loss_rpn_loc": 0.0008507231177645735, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7562719359993935, "total_loss": 0.021343381909900927}
{"data_time": 0.007458534091711044, "eta_seconds": 6541.586311253719, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.03431372549019608, "fast_rcnn/fg_cls_accuracy": 0.9656862745098039, "iteration": 23399, "loss_box_reg": 0.005334461573511362, "loss_cls": 0.015081598714459687, "loss_rpn_cls": 0.0001874685558505007, "loss_rpn_loc": 0.0008433419570792466, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.775363938882947, "total_loss": 0.02158659911333416}
{"data_time": 0.008443922735750675, "eta_seconds": 6526.375088579021, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06201923076923077, "fast_rcnn/fg_cls_accuracy": 0.9379807692307692, "iteration": 23419, "loss_box_reg": 0.005378752655815333, "loss_cls": 0.014679300365969539, "loss_rpn_cls": 0.00016608663645456545, "loss_rpn_loc": 0.000870974050485529, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7596145020797849, "total_loss": 0.021187652851381245}
{"data_time": 0.007922791875898838, "eta_seconds": 6511.651808748022, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.030243161094224924, "fast_rcnn/fg_cls_accuracy": 0.9697568389057751, "iteration": 23439, "loss_box_reg": 0.005270332971122116, "loss_cls": 0.0179844360682182, "loss_rpn_cls": 0.00012162611028543324, "loss_rpn_loc": 0.00084228837658884, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7584931049495935, "total_loss": 0.024284404716354402}
{"data_time": 0.008341492153704166, "eta_seconds": 6494.801908222027, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.03987811340752517, "fast_rcnn/fg_cls_accuracy": 0.9601218865924748, "iteration": 23459, "loss_box_reg": 0.005122600530739874, "loss_cls": 0.015944944985676557, "loss_rpn_cls": 0.00017375267981378784, "loss_rpn_loc": 0.0008498368442815263, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7598880250006914, "total_loss": 0.022445009006958117}
{"data_time": 0.007886369712650776, "eta_seconds": 6481.318345254287, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04492971887550201, "fast_rcnn/fg_cls_accuracy": 0.955070281124498, "iteration": 23479, "loss_box_reg": 0.005342016462236643, "loss_cls": 0.015697959635872394, "loss_rpn_cls": 0.00014201701492311258, "loss_rpn_loc": 0.0008536647073924541, "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": 0.7624009139835835, "total_loss": 0.02194905371356981}
{"data_time": 0.008799240924417973, "eta_seconds": 6468.088466141373, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.04551700446581931, "fast_rcnn/fg_cls_accuracy": 0.9544829955341807, "iteration": 23499, "loss_box_reg": 0.005247002263786271, "loss_cls": 0.01646873727440834, "loss_rpn_cls": 0.0002654443845244714, "loss_rpn_loc": 0.0008709134854143485, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7557344939559698, "total_loss": 0.022818025344804482}
{"data_time": 0.007627998478710651, "eta_seconds": 6451.736148261465, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.03943351424694708, "fast_rcnn/fg_cls_accuracy": 0.9605664857530529, "iteration": 23519, "loss_box_reg": 0.005621785414405167, "loss_cls": 0.014335845597088337, "loss_rpn_cls": 0.0001348279222384008, "loss_rpn_loc": 0.0008174971990229096, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7688964391127229, "total_loss": 0.021179787154324003}
{"data_time": 0.007640581578016281, "eta_seconds": 6439.957622840069, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.05086021505376344, "fast_rcnn/fg_cls_accuracy": 0.9491397849462366, "iteration": 23539, "loss_box_reg": 0.00529659673338756, "loss_cls": 0.01638166297925636, "loss_rpn_cls": 0.0003827409063887899, "loss_rpn_loc": 0.0009569065368850715, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7694737305864692, "total_loss": 0.02337729183375359}
{"data_time": 0.008281716145575047, "eta_seconds": 6424.861298543401, "fast_rcnn/cls_accuracy": 0.99560546875, "fast_rcnn/false_negative": 0.02702702702702703, "fast_rcnn/fg_cls_accuracy": 0.972972972972973, "iteration": 23559, "loss_box_reg": 0.005358045164030045, "loss_cls": 0.014493605238385499, "loss_rpn_cls": 0.000154304352690815, "loss_rpn_loc": 0.0009169445693260059, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7696900432929397, "total_loss": 0.02174245004516706}
{"data_time": 0.008592591620981693, "eta_seconds": 6409.512249371968, "fast_rcnn/cls_accuracy": 0.988525390625, "fast_rcnn/false_negative": 0.08975834292289989, "fast_rcnn/fg_cls_accuracy": 0.9102416570771001, "iteration": 23579, "loss_box_reg": 0.005518442339962348, "loss_cls": 0.017133456422016025, "loss_rpn_cls": 0.00016219049473420455, "loss_rpn_loc": 0.0008455244023934938, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7479355772957206, "total_loss": 0.023533154490337438}
{"data_time": 0.007746006362140179, "eta_seconds": 6392.908744595014, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.033698630136986304, "fast_rcnn/fg_cls_accuracy": 0.9663013698630136, "iteration": 23599, "loss_box_reg": 0.005011530651245266, "loss_cls": 0.014413417724426836, "loss_rpn_cls": 0.0001284206067850846, "loss_rpn_loc": 0.0008832026942400262, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7581153186038136, "total_loss": 0.020587764794527175}
{"data_time": 0.008637133054435253, "eta_seconds": 6375.663324912079, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.07156432748538011, "fast_rcnn/fg_cls_accuracy": 0.9284356725146199, "iteration": 23619, "loss_box_reg": 0.005243111110758036, "loss_cls": 0.01435123069677502, "loss_rpn_cls": 0.00016704138624845655, "loss_rpn_loc": 0.0008318661166413222, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7608332131057978, "total_loss": 0.021057456285234366}
{"data_time": 0.0085374740883708, "eta_seconds": 6360.448760242201, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.059776457272212785, "fast_rcnn/fg_cls_accuracy": 0.9402235427277872, "iteration": 23639, "loss_box_reg": 0.005376467073801905, "loss_cls": 0.016465793014504015, "loss_rpn_cls": 0.00015899831032584189, "loss_rpn_loc": 0.000774397725763265, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7527795452624559, "total_loss": 0.022901105648543307}
{"data_time": 0.008150657638907433, "eta_seconds": 6345.234195572324, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05475655430711611, "fast_rcnn/fg_cls_accuracy": 0.9452434456928839, "iteration": 23659, "loss_box_reg": 0.005285751540213823, "loss_cls": 0.014906713389791548, "loss_rpn_cls": 0.00016344027699233266, "loss_rpn_loc": 0.0009845758904702961, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7554989792406559, "total_loss": 0.02156419238036733}
{"data_time": 0.00799489114433527, "eta_seconds": 6331.985401235521, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.04221927497789567, "fast_rcnn/fg_cls_accuracy": 0.9577807250221043, "iteration": 23679, "loss_box_reg": 0.005530221125809476, "loss_cls": 0.014285397250205278, "loss_rpn_cls": 0.00014591196557489639, "loss_rpn_loc": 0.0008249023376265541, "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": 0.7632127208635211, "total_loss": 0.02117506668506053}
{"data_time": 0.00766137707978487, "eta_seconds": 6318.112078389153, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.042727272727272725, "fast_rcnn/fg_cls_accuracy": 0.9572727272727273, "iteration": 23699, "loss_box_reg": 0.005088048055768013, "loss_cls": 0.01605887565528974, "loss_rpn_cls": 0.00016144212895596866, "loss_rpn_loc": 0.0007577985325042391, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7650239402428269, "total_loss": 0.023247485639558363}
{"data_time": 0.007711370475590229, "eta_seconds": 6303.077409458347, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04733893557422969, "fast_rcnn/fg_cls_accuracy": 0.9526610644257703, "iteration": 23719, "loss_box_reg": 0.0053765426855534315, "loss_cls": 0.01644077099626884, "loss_rpn_cls": 0.0001538960303832937, "loss_rpn_loc": 0.0010439492907607928, "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": 0.7820707084611058, "total_loss": 0.022471587050404196}
{"data_time": 0.007983503863215446, "eta_seconds": 6288.4022808577865, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.06363636363636363, "fast_rcnn/fg_cls_accuracy": 0.9363636363636364, "iteration": 23739, "loss_box_reg": 0.005207199195865542, "loss_cls": 0.01615197549108416, "loss_rpn_cls": 0.000127410283653262, "loss_rpn_loc": 0.00079717741755303, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7634328417479992, "total_loss": 0.023681599083943183}
{"data_time": 0.008556370623409748, "eta_seconds": 6273.17796835117, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.046430488459473965, "fast_rcnn/fg_cls_accuracy": 0.953569511540526, "iteration": 23759, "loss_box_reg": 0.005272763082757592, "loss_cls": 0.014015102526172996, "loss_rpn_cls": 0.00022955232043386786, "loss_rpn_loc": 0.0009130934522545431, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7630078513175249, "total_loss": 0.02047344936340778}
{"data_time": 0.008569787256419659, "eta_seconds": 6258.573701975867, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.06327469012395043, "fast_rcnn/fg_cls_accuracy": 0.9367253098760495, "iteration": 23779, "loss_box_reg": 0.0055411447247024626, "loss_cls": 0.016407029004767537, "loss_rpn_cls": 0.00026925482461592765, "loss_rpn_loc": 0.000986325252597453, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7586108287796378, "total_loss": 0.023278724416286423}
{"data_time": 0.008409272879362106, "eta_seconds": 6242.729343337938, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.07142857142857142, "fast_rcnn/fg_cls_accuracy": 0.9285714285714286, "iteration": 23799, "loss_box_reg": 0.005211727519053966, "loss_cls": 0.01578854350373149, "loss_rpn_cls": 0.00016984899912131368, "loss_rpn_loc": 0.0009052720306499396, "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": 0.7560133934020996, "total_loss": 0.022321563129253263}
{"data_time": 0.007189584895968437, "eta_seconds": 6228.12206007354, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.05955188679245283, "fast_rcnn/fg_cls_accuracy": 0.9404481132075472, "iteration": 23819, "loss_box_reg": 0.005071640480309725, "loss_cls": 0.016545410791877657, "loss_rpn_cls": 0.00020573871893247997, "loss_rpn_loc": 0.0007195980906544719, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7658944390714169, "total_loss": 0.02347737335594502}
{"data_time": 0.00851465854793787, "eta_seconds": 6214.77201792784, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.027242401779095628, "fast_rcnn/fg_cls_accuracy": 0.9727575982209045, "iteration": 23839, "loss_box_reg": 0.005453889898490161, "loss_cls": 0.01571470289491117, "loss_rpn_cls": 0.00017336777477794385, "loss_rpn_loc": 0.000847544437419856, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7622598819434643, "total_loss": 0.022903444815142393}
{"data_time": 0.007964766584336758, "eta_seconds": 6196.821533810347, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.043090466813390474, "fast_rcnn/fg_cls_accuracy": 0.9569095331866095, "iteration": 23859, "loss_box_reg": 0.005349976825527847, "loss_cls": 0.015599293750710785, "loss_rpn_cls": 9.522444065623858e-05, "loss_rpn_loc": 0.0007440118024533149, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7802368318662047, "total_loss": 0.02205119697077862}
{"data_time": 0.007953730411827564, "eta_seconds": 6179.971301838756, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.08805595408895264, "fast_rcnn/fg_cls_accuracy": 0.9119440459110474, "iteration": 23879, "loss_box_reg": 0.005197727587074041, "loss_cls": 0.015960581717081368, "loss_rpn_cls": 0.0002555957044023671, "loss_rpn_loc": 0.0009281486309191678, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7536398023366928, "total_loss": 0.022945948755250356}
{"data_time": 0.008206582628190517, "eta_seconds": 6162.96638092678, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.04065934065934066, "fast_rcnn/fg_cls_accuracy": 0.9593406593406594, "iteration": 23899, "loss_box_reg": 0.005381626600865275, "loss_cls": 0.016621939546894282, "loss_rpn_cls": 0.000150639380535722, "loss_rpn_loc": 0.0007652735002920963, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.745591301470995, "total_loss": 0.022122438824226265}
{"data_time": 0.008203262463212013, "eta_seconds": 6150.563034527935, "fast_rcnn/cls_accuracy": 0.9951171875, "fast_rcnn/false_negative": 0.03958333333333333, "fast_rcnn/fg_cls_accuracy": 0.9604166666666667, "iteration": 23919, "loss_box_reg": 0.005232810683082789, "loss_cls": 0.014947980758734047, "loss_rpn_cls": 0.00017531498110656685, "loss_rpn_loc": 0.0008094929689832497, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7601797543466091, "total_loss": 0.021086470640511834}
{"data_time": 0.008937584236264229, "eta_seconds": 6135.560508904047, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05050933786078098, "fast_rcnn/fg_cls_accuracy": 0.949490662139219, "iteration": 23939, "loss_box_reg": 0.005412636004621163, "loss_cls": 0.01620161219034344, "loss_rpn_cls": 0.0003047739821795403, "loss_rpn_loc": 0.0009000634636322502, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7636708104982972, "total_loss": 0.02382921866626475}
{"data_time": 0.007812105119228363, "eta_seconds": 6120.219157008454, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.1003352490421456, "fast_rcnn/fg_cls_accuracy": 0.8996647509578544, "iteration": 23959, "loss_box_reg": 0.005288436193950474, "loss_cls": 0.0156512419343926, "loss_rpn_cls": 0.00010825300864780729, "loss_rpn_loc": 0.0009662287993705831, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7547314167022705, "total_loss": 0.02191388822029694}
{"data_time": 0.007652058266103268, "eta_seconds": 6105.178589695133, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.046636964645012935, "fast_rcnn/fg_cls_accuracy": 0.9533630353549871, "iteration": 23979, "loss_box_reg": 0.005247792170848697, "loss_cls": 0.01651695981854573, "loss_rpn_cls": 0.00014209671451226313, "loss_rpn_loc": 0.0007499864004785195, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7522184252738953, "total_loss": 0.022258426664109265}
{"data_time": 0.00798117183148861, "eta_seconds": 6092.9872437324375, "fast_rcnn/cls_accuracy": 0.99560546875, "fast_rcnn/false_negative": 0.02889344262295082, "fast_rcnn/fg_cls_accuracy": 0.9711065573770492, "iteration": 23999, "loss_box_reg": 0.005154436861630529, "loss_cls": 0.016197430959437042, "loss_rpn_cls": 0.00013699157420887786, "loss_rpn_loc": 0.0009698763496999163, "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": 0.7697745282202959, "total_loss": 0.022705528392179986}
{"data_time": 0.008523086085915565, "eta_seconds": 6076.714321317151, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.03975078975078975, "fast_rcnn/fg_cls_accuracy": 0.9602492102492102, "iteration": 24019, "loss_box_reg": 0.005229518341366202, "loss_cls": 0.017109381617046893, "loss_rpn_cls": 0.00016153929323081684, "loss_rpn_loc": 0.0009150606711045839, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7614904846996069, "total_loss": 0.023406446252465685}
{"data_time": 0.008271786384284496, "eta_seconds": 6059.018117815256, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.0620673191692528, "fast_rcnn/fg_cls_accuracy": 0.9379326808307471, "iteration": 24039, "loss_box_reg": 0.005271756090223789, "loss_cls": 0.01612409600056708, "loss_rpn_cls": 0.00012268374644008873, "loss_rpn_loc": 0.0008599012071499601, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.762799964286387, "total_loss": 0.02314634567574103}
{"data_time": 0.008379066362977028, "eta_seconds": 6044.062838519923, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.05076305220883534, "fast_rcnn/fg_cls_accuracy": 0.9492369477911646, "iteration": 24059, "loss_box_reg": 0.005250207846984267, "loss_cls": 0.016172213130630553, "loss_rpn_cls": 0.00020226967444614274, "loss_rpn_loc": 0.0011901657017006073, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.756023071706295, "total_loss": 0.023483805655111212}
{"data_time": 0.00839172676205635, "eta_seconds": 6029.497758941725, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.03671251109139308, "fast_rcnn/fg_cls_accuracy": 0.9632874889086069, "iteration": 24079, "loss_box_reg": 0.005214682809310034, "loss_cls": 0.016220135672483593, "loss_rpn_cls": 0.000142429895731766, "loss_rpn_loc": 0.0009105403514695354, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7775098299607635, "total_loss": 0.022222380434044453}
{"data_time": 0.00883446168154478, "eta_seconds": 6013.7797087058425, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.056746031746031746, "fast_rcnn/fg_cls_accuracy": 0.9432539682539682, "iteration": 24099, "loss_box_reg": 0.004999090713681653, "loss_cls": 0.01547986688092351, "loss_rpn_cls": 0.0001477912750260657, "loss_rpn_loc": 0.000798362114437623, "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": 0.7682126257568598, "total_loss": 0.02189550798482287}
{"data_time": 0.007996710948646069, "eta_seconds": 5998.756121831015, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.05398341744772891, "fast_rcnn/fg_cls_accuracy": 0.9460165825522711, "iteration": 24119, "loss_box_reg": 0.005475641693919897, "loss_cls": 0.01563267660094425, "loss_rpn_cls": 0.00016382341721055127, "loss_rpn_loc": 0.0008049469252000563, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7670139921829104, "total_loss": 0.02223091656054521}
{"data_time": 0.008440439589321613, "eta_seconds": 5982.746356266551, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.04717391304347826, "fast_rcnn/fg_cls_accuracy": 0.9528260869565217, "iteration": 24139, "loss_box_reg": 0.005252207047306001, "loss_cls": 0.015539507614448667, "loss_rpn_cls": 0.00014321717452503435, "loss_rpn_loc": 0.0008727538879611529, "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": 0.7523458646610379, "total_loss": 0.021671958539741354}
{"data_time": 0.009001020342111588, "eta_seconds": 5966.089107109234, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.06726254965691586, "fast_rcnn/fg_cls_accuracy": 0.9327374503430841, "iteration": 24159, "loss_box_reg": 0.00541878430522047, "loss_cls": 0.01481883239466697, "loss_rpn_cls": 0.00012418532878655242, "loss_rpn_loc": 0.0008807813464954961, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7599347094073892, "total_loss": 0.021168380141716625}
{"data_time": 0.007632500492036343, "eta_seconds": 5949.9518658472225, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.03279857397504456, "fast_rcnn/fg_cls_accuracy": 0.9672014260249555, "iteration": 24179, "loss_box_reg": 0.005067753605544567, "loss_cls": 0.016031031031161547, "loss_rpn_cls": 0.0001986287736599479, "loss_rpn_loc": 0.0008464407401334029, "lr": 0.001, "roi_head/num_bg_samples": 494.375, "roi_head/num_fg_samples": 17.625, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7627587812021375, "total_loss": 0.023386144926007546}
{"data_time": 0.007644619792699814, "eta_seconds": 5934.017944986001, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.05990648743424898, "fast_rcnn/fg_cls_accuracy": 0.940093512565751, "iteration": 24199, "loss_box_reg": 0.005011226516216993, "loss_cls": 0.014221199322491884, "loss_rpn_cls": 0.00020882927702814413, "loss_rpn_loc": 0.0009222536318702623, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.737524296157062, "total_loss": 0.021528723081360113}
{"data_time": 0.00847402773797512, "eta_seconds": 5918.804464804009, "fast_rcnn/cls_accuracy": 0.995361328125, "fast_rcnn/false_negative": 0.03722677595628415, "fast_rcnn/fg_cls_accuracy": 0.9627732240437159, "iteration": 24219, "loss_box_reg": 0.005277148447930813, "loss_cls": 0.016104311507660896, "loss_rpn_cls": 0.0002503650669041235, "loss_rpn_loc": 0.0008239637609221973, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7586894351989031, "total_loss": 0.022616615947072205}
{"data_time": 0.008442406542599201, "eta_seconds": 5905.218410952017, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.041289592760181, "fast_rcnn/fg_cls_accuracy": 0.958710407239819, "iteration": 24239, "loss_box_reg": 0.0052214941824786365, "loss_cls": 0.016541363787837327, "loss_rpn_cls": 0.00019446213673290913, "loss_rpn_loc": 0.0008140347708831541, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7402417892590165, "total_loss": 0.022692649859436642}
{"data_time": 0.008363166823983192, "eta_seconds": 5889.680756321177, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04054054054054054, "fast_rcnn/fg_cls_accuracy": 0.9594594594594594, "iteration": 24259, "loss_box_reg": 0.005177149170776829, "loss_cls": 0.015458238718565553, "loss_rpn_cls": 0.00017321884408261212, "loss_rpn_loc": 0.0008983551560959313, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.747543809004128, "total_loss": 0.02255361501872244}
{"data_time": 0.008238304406404495, "eta_seconds": 5875.563459677622, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04541666666666667, "fast_rcnn/fg_cls_accuracy": 0.9545833333333333, "iteration": 24279, "loss_box_reg": 0.005069783015642315, "loss_cls": 0.01526284113060683, "loss_rpn_cls": 0.00018738609969659592, "loss_rpn_loc": 0.0008923609675548505, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.76585728302598, "total_loss": 0.022701003707425116}
{"data_time": 0.008726069703698158, "eta_seconds": 5861.3937689764425, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.024098124098124098, "fast_rcnn/fg_cls_accuracy": 0.9759018759018758, "iteration": 24299, "loss_box_reg": 0.005109116231324151, "loss_cls": 0.015099048148840666, "loss_rpn_cls": 0.00011615489057703599, "loss_rpn_loc": 0.0007530034854426049, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7644463861361146, "total_loss": 0.0222610779433694}
{"data_time": 0.008504664525389671, "eta_seconds": 5846.328558735549, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.055263800683927694, "fast_rcnn/fg_cls_accuracy": 0.9447361993160723, "iteration": 24319, "loss_box_reg": 0.00488549709552899, "loss_cls": 0.015570091374684125, "loss_rpn_cls": 0.00020729629386551096, "loss_rpn_loc": 0.0008019673368835356, "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": 0.763637543655932, "total_loss": 0.02219727189415721}
{"data_time": 0.007575802505016327, "eta_seconds": 5831.105726920068, "fast_rcnn/cls_accuracy": 0.9892578125, "fast_rcnn/false_negative": 0.08106343283582089, "fast_rcnn/fg_cls_accuracy": 0.9189365671641792, "iteration": 24339, "loss_box_reg": 0.0053644353756681085, "loss_cls": 0.016579472459852695, "loss_rpn_cls": 0.0002330047020677739, "loss_rpn_loc": 0.000808443652204005, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7577869361266494, "total_loss": 0.02293409603453256}
{"data_time": 0.008812853135168552, "eta_seconds": 5815.726501590572, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.049561972744970796, "fast_rcnn/fg_cls_accuracy": 0.9504380272550292, "iteration": 24359, "loss_box_reg": 0.00503313128137961, "loss_cls": 0.01673109969124198, "loss_rpn_cls": 0.0001901735142837424, "loss_rpn_loc": 0.0008838769790600054, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7633103681728244, "total_loss": 0.022390365842511528}
{"data_time": 0.007979190908372402, "eta_seconds": 5800.504079128616, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.039705882352941174, "fast_rcnn/fg_cls_accuracy": 0.9602941176470589, "iteration": 24379, "loss_box_reg": 0.004948970279656351, "loss_cls": 0.014417888247407973, "loss_rpn_cls": 0.00011288257837804849, "loss_rpn_loc": 0.0007543824140157085, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7542334031313658, "total_loss": 0.020653782014733224}
{"data_time": 0.009135697968304157, "eta_seconds": 5783.477018637583, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04499494438827098, "fast_rcnn/fg_cls_accuracy": 0.9550050556117291, "iteration": 24399, "loss_box_reg": 0.005132347985636443, "loss_cls": 0.015506885596551001, "loss_rpn_cls": 0.00020814222216358758, "loss_rpn_loc": 0.0008765879283600952, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7524679722264409, "total_loss": 0.023251943824675436}
{"data_time": 0.007907768711447716, "eta_seconds": 5770.059234204702, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.04624429624429625, "fast_rcnn/fg_cls_accuracy": 0.9537557037557037, "iteration": 24419, "loss_box_reg": 0.004983879189239815, "loss_cls": 0.016883895150385797, "loss_rpn_cls": 0.00019063284662479418, "loss_rpn_loc": 0.0010603960618027486, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7646554056555033, "total_loss": 0.024051283553944813}
{"data_time": 0.008078535087406635, "eta_seconds": 5754.836811742745, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.05674044265593561, "fast_rcnn/fg_cls_accuracy": 0.9432595573440643, "iteration": 24439, "loss_box_reg": 0.005032114218920469, "loss_cls": 0.01573643571464345, "loss_rpn_cls": 0.00017375591249901845, "loss_rpn_loc": 0.000879047602211358, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7504521207883954, "total_loss": 0.02188646165609498}
{"data_time": 0.008000712841749191, "eta_seconds": 5739.3635942535475, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.08012820512820512, "fast_rcnn/fg_cls_accuracy": 0.9198717948717949, "iteration": 24459, "loss_box_reg": 0.005079853173810989, "loss_cls": 0.015353130176663399, "loss_rpn_cls": 0.00013013484294788213, "loss_rpn_loc": 0.0008168922577169724, "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": 0.7478546155616641, "total_loss": 0.02132534431257227}
{"data_time": 0.0075912559404969215, "eta_seconds": 5723.366504369304, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.05661881977671451, "fast_rcnn/fg_cls_accuracy": 0.9433811802232854, "iteration": 24479, "loss_box_reg": 0.005165760521776974, "loss_cls": 0.015595330041833222, "loss_rpn_cls": 0.00019475654244160978, "loss_rpn_loc": 0.0009598163560440298, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.752425417304039, "total_loss": 0.022439640845504982}
{"data_time": 0.007339118979871273, "eta_seconds": 5709.169544356875, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.04526854219948849, "fast_rcnn/fg_cls_accuracy": 0.9547314578005115, "iteration": 24499, "loss_box_reg": 0.005087782716145739, "loss_cls": 0.015148405567742884, "loss_rpn_cls": 0.00019755168750634766, "loss_rpn_loc": 0.0008185479055100586, "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": 0.7739252671599388, "total_loss": 0.021625374011591703}
{"data_time": 0.008129850961267948, "eta_seconds": 5692.92711330764, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.030243161094224924, "fast_rcnn/fg_cls_accuracy": 0.9697568389057751, "iteration": 24519, "loss_box_reg": 0.005147105839569122, "loss_cls": 0.01415338326478377, "loss_rpn_cls": 0.00017365949429404282, "loss_rpn_loc": 0.0008603505448263604, "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": 0.7514644954353571, "total_loss": 0.02071640639155703}
{"data_time": 0.007828092202544212, "eta_seconds": 5675.386224808171, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.0519931812221348, "fast_rcnn/fg_cls_accuracy": 0.9480068187778652, "iteration": 24539, "loss_box_reg": 0.0053514125174842775, "loss_cls": 0.016252349072601646, "loss_rpn_cls": 0.00014551237927662442, "loss_rpn_loc": 0.0007985898264450952, "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": 0.7564222747460008, "total_loss": 0.02278203311470861}
{"data_time": 0.007485833950340748, "eta_seconds": 5659.334696194157, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.051606514084507046, "fast_rcnn/fg_cls_accuracy": 0.948393485915493, "iteration": 24559, "loss_box_reg": 0.005206777626881376, "loss_cls": 0.015251478413119912, "loss_rpn_cls": 0.0002248934943054337, "loss_rpn_loc": 0.0008632464996480849, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7580382321029902, "total_loss": 0.02177379310546712}
{"data_time": 0.008050983771681786, "eta_seconds": 5645.80879992526, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06861211078078547, "fast_rcnn/fg_cls_accuracy": 0.9313878892192144, "iteration": 24579, "loss_box_reg": 0.005145727191120386, "loss_cls": 0.015516130428295583, "loss_rpn_cls": 0.0001535478531877743, "loss_rpn_loc": 0.0008757521791267209, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7555840937420726, "total_loss": 0.02200148772499233}
{"data_time": 0.008767973631620407, "eta_seconds": 5629.745804825798, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.036525974025974024, "fast_rcnn/fg_cls_accuracy": 0.963474025974026, "iteration": 24599, "loss_box_reg": 0.005160903325304389, "loss_cls": 0.014714125776663423, "loss_rpn_cls": 0.00013934932917436527, "loss_rpn_loc": 0.0007816848774382379, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7547337003052235, "total_loss": 0.020735266011229214}
{"data_time": 0.008236473426222801, "eta_seconds": 5615.377274255268, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.02919863597612958, "fast_rcnn/fg_cls_accuracy": 0.9708013640238704, "iteration": 24619, "loss_box_reg": 0.005142783455085009, "loss_cls": 0.016980278538540006, "loss_rpn_cls": 0.00014216590832916154, "loss_rpn_loc": 0.0008361791005881969, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7624081633985043, "total_loss": 0.023644382908287298}
{"data_time": 0.007842689752578735, "eta_seconds": 5600.864930165932, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.05848153214774282, "fast_rcnn/fg_cls_accuracy": 0.9415184678522572, "iteration": 24639, "loss_box_reg": 0.005308942112606019, "loss_cls": 0.01604700688039884, "loss_rpn_cls": 0.00011611927425292379, "loss_rpn_loc": 0.0008417649551120121, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7575346110388637, "total_loss": 0.023113156128715673}
{"data_time": 0.00803314708173275, "eta_seconds": 5586.991604293697, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.037773202407348744, "fast_rcnn/fg_cls_accuracy": 0.9622267975926513, "iteration": 24659, "loss_box_reg": 0.005073971056845039, "loss_cls": 0.014638515829574317, "loss_rpn_cls": 0.00014741814425178745, "loss_rpn_loc": 0.000835540678963298, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7741902684792876, "total_loss": 0.02189450593368747}
{"data_time": 0.008322764188051224, "eta_seconds": 5572.201021894813, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.052522746071133164, "fast_rcnn/fg_cls_accuracy": 0.9474772539288668, "iteration": 24679, "loss_box_reg": 0.005230939423199743, "loss_cls": 0.016961929854005575, "loss_rpn_cls": 0.00018626953396960744, "loss_rpn_loc": 0.0009721942296891939, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7645739205181599, "total_loss": 0.024712724272603737}
{"data_time": 0.00930156372487545, "eta_seconds": 5554.655273529701, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.04426670890085524, "fast_rcnn/fg_cls_accuracy": 0.9557332910991447, "iteration": 24699, "loss_box_reg": 0.004945878346916288, "loss_cls": 0.016993244702462107, "loss_rpn_cls": 0.00012019058067380683, "loss_rpn_loc": 0.0008271891456388403, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7506226506084204, "total_loss": 0.023036653043391198}
{"data_time": 0.008736920543015003, "eta_seconds": 5541.327594450675, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06392235609103078, "fast_rcnn/fg_cls_accuracy": 0.9360776439089692, "iteration": 24719, "loss_box_reg": 0.004976108379196376, "loss_cls": 0.016044968564528972, "loss_rpn_cls": 0.0001532867372588953, "loss_rpn_loc": 0.000891919760761084, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7750467406585813, "total_loss": 0.0234757732757771}
{"data_time": 0.008098836988210678, "eta_seconds": 5525.51046246849, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05191637630662021, "fast_rcnn/fg_cls_accuracy": 0.9480836236933798, "iteration": 24739, "loss_box_reg": 0.0049888971843756735, "loss_cls": 0.016687910247128457, "loss_rpn_cls": 0.0001660330608501681, "loss_rpn_loc": 0.0010478592303115875, "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": 0.7621393771842122, "total_loss": 0.023176522219955586}
{"data_time": 0.008179728873074055, "eta_seconds": 5502.664538245648, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.05955757231990924, "fast_rcnn/fg_cls_accuracy": 0.9404424276800907, "iteration": 24759, "loss_box_reg": 0.0048352071607951075, "loss_cls": 0.0144280573586002, "loss_rpn_cls": 0.00020742725996569789, "loss_rpn_loc": 0.0008642527318443172, "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": 0.7424152949824929, "total_loss": 0.021521174492590944}
{"data_time": 0.009196805767714977, "eta_seconds": 5486.1733126742765, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04456426056338028, "fast_rcnn/fg_cls_accuracy": 0.9554357394366197, "iteration": 24779, "loss_box_reg": 0.004920834326185286, "loss_cls": 0.01429583429126069, "loss_rpn_cls": 0.00015821759359369025, "loss_rpn_loc": 0.0007056950926198624, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7520416090264916, "total_loss": 0.020970260253250217}
{"data_time": 0.008382652886211872, "eta_seconds": 5472.267275225371, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.0485722696496909, "fast_rcnn/fg_cls_accuracy": 0.9514277303503091, "iteration": 24799, "loss_box_reg": 0.005298263859003782, "loss_cls": 0.015836323669645935, "loss_rpn_cls": 0.0001473840946744076, "loss_rpn_loc": 0.0009508978291705716, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7585128396749496, "total_loss": 0.022551890112936235}
{"data_time": 0.00924463476985693, "eta_seconds": 5455.0665221996605, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.07375776397515528, "fast_rcnn/fg_cls_accuracy": 0.9262422360248448, "iteration": 24819, "loss_box_reg": 0.0052603682852350175, "loss_cls": 0.01605743879918009, "loss_rpn_cls": 0.00020988200412830338, "loss_rpn_loc": 0.0009491715063632, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7577926572412252, "total_loss": 0.022653757211685388}
{"data_time": 0.007914463058114052, "eta_seconds": 5440.588158435188, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.06063654655203951, "fast_rcnn/fg_cls_accuracy": 0.9393634534479605, "iteration": 24839, "loss_box_reg": 0.005273359420243651, "loss_cls": 0.014291484199929982, "loss_rpn_cls": 0.0001774884062797355, "loss_rpn_loc": 0.000975011531409109, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7665346562862396, "total_loss": 0.02018352231903009}
{"data_time": 0.007802566513419151, "eta_seconds": 5424.680411506444, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.028665028665028666, "fast_rcnn/fg_cls_accuracy": 0.9713349713349714, "iteration": 24859, "loss_box_reg": 0.005039367300923914, "loss_cls": 0.014706534042488784, "loss_rpn_cls": 0.00020172517952232738, "loss_rpn_loc": 0.0007916140675661154, "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": 0.7779082087799907, "total_loss": 0.02127874190853163}
{"data_time": 0.00847261305898428, "eta_seconds": 5415.420243833214, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.04586834733893558, "fast_rcnn/fg_cls_accuracy": 0.9541316526610644, "iteration": 24879, "loss_box_reg": 0.005056517344200984, "loss_cls": 0.016402576060499996, "loss_rpn_cls": 0.00017618270123875845, "loss_rpn_loc": 0.0008706249500392005, "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": 0.7617044830694795, "total_loss": 0.023119621196997286}
{"data_time": 0.008431851863861084, "eta_seconds": 5401.019486750476, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.05097402597402598, "fast_rcnn/fg_cls_accuracy": 0.949025974025974, "iteration": 24899, "loss_box_reg": 0.005453615041915327, "loss_cls": 0.01645133475540206, "loss_rpn_cls": 0.000122056823784078, "loss_rpn_loc": 0.0008275527397927362, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7541408902034163, "total_loss": 0.022893743232543784}
{"data_time": 0.008049601688981056, "eta_seconds": 5388.058371450752, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05371304974765681, "fast_rcnn/fg_cls_accuracy": 0.9462869502523432, "iteration": 24919, "loss_box_reg": 0.005072517495136708, "loss_cls": 0.01424716884503141, "loss_rpn_cls": 0.00016764561354420948, "loss_rpn_loc": 0.000807430136774201, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7671848693862557, "total_loss": 0.021034325523487496}
{"data_time": 0.00829960498958826, "eta_seconds": 5371.7915089400485, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.047533885542168676, "fast_rcnn/fg_cls_accuracy": 0.9524661144578312, "iteration": 24939, "loss_box_reg": 0.005130265606567264, "loss_cls": 0.01564093556953594, "loss_rpn_cls": 0.00014619945568483672, "loss_rpn_loc": 0.0008282236158265732, "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": 0.7546670082956553, "total_loss": 0.021855959929325763}
{"data_time": 0.007891207933425903, "eta_seconds": 5357.621662672609, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.06289556962025317, "fast_rcnn/fg_cls_accuracy": 0.9371044303797469, "iteration": 24959, "loss_box_reg": 0.005118761619087309, "loss_cls": 0.014418389706406742, "loss_rpn_cls": 0.00021056465919855327, "loss_rpn_loc": 0.0008463682206638623, "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": 0.7630045898258686, "total_loss": 0.02159541060382253}
{"data_time": 0.007935659028589725, "eta_seconds": 5341.360739876516, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.0723458904109589, "fast_rcnn/fg_cls_accuracy": 0.9276541095890412, "iteration": 24979, "loss_box_reg": 0.0051314266747795045, "loss_cls": 0.015456573339179158, "loss_rpn_cls": 0.00010982373919432575, "loss_rpn_loc": 0.0007972391722432803, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7481736093759537, "total_loss": 0.022062956855677385}
{"data_time": 0.008309772238135338, "eta_seconds": 5324.243064022623, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.04526854219948849, "fast_rcnn/fg_cls_accuracy": 0.9547314578005115, "iteration": 24999, "loss_box_reg": 0.005251278751529753, "loss_cls": 0.01564514369238168, "loss_rpn_cls": 0.00014388919987595727, "loss_rpn_loc": 0.0009849607740761712, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7556422846391797, "total_loss": 0.02310162290950757}
{"data_time": 0.007836396805942059, "eta_seconds": 5311.788469685242, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.04090909090909091, "fast_rcnn/fg_cls_accuracy": 0.9590909090909091, "iteration": 25019, "loss_box_reg": 0.0050885821983683854, "loss_cls": 0.015114085632376373, "loss_rpn_cls": 0.0001446579196908715, "loss_rpn_loc": 0.000988313968264265, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7746815029531717, "total_loss": 0.021099883002193565}
{"data_time": 0.008155806921422482, "eta_seconds": 5293.823163642548, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.04291801948051948, "fast_rcnn/fg_cls_accuracy": 0.9570819805194806, "iteration": 25039, "loss_box_reg": 0.00502683239756152, "loss_cls": 0.014888578036334366, "loss_rpn_cls": 0.0001294917383347638, "loss_rpn_loc": 0.0008910391516110394, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7570382105186582, "total_loss": 0.021556907408012194}
{"data_time": 0.008343215100467205, "eta_seconds": 5280.25752705615, "fast_rcnn/cls_accuracy": 0.99560546875, "fast_rcnn/false_negative": 0.03327205882352941, "fast_rcnn/fg_cls_accuracy": 0.9667279411764707, "iteration": 25059, "loss_box_reg": 0.005357217451091856, "loss_cls": 0.016287422797176987, "loss_rpn_cls": 0.00014570814164471813, "loss_rpn_loc": 0.0007818452650099061, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7660295562818646, "total_loss": 0.02280858570827604}
{"data_time": 0.007942436262965202, "eta_seconds": 5263.403263262473, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.03592943201376936, "fast_rcnn/fg_cls_accuracy": 0.9640705679862307, "iteration": 25079, "loss_box_reg": 0.0053183663985691965, "loss_cls": 0.017779275309294462, "loss_rpn_cls": 0.00010844849407476431, "loss_rpn_loc": 0.0010622768750181422, "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": 0.7704454651102424, "total_loss": 0.024718384125776538}
{"data_time": 0.007653691805899143, "eta_seconds": 5241.902014711872, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.042963514519731946, "fast_rcnn/fg_cls_accuracy": 0.957036485480268, "iteration": 25099, "loss_box_reg": 0.0051220207824371755, "loss_cls": 0.01655408868100494, "loss_rpn_cls": 0.0001538227390085467, "loss_rpn_loc": 0.001124009482737165, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7462473856285214, "total_loss": 0.023232034245893374}
{"data_time": 0.009007005020976067, "eta_seconds": 5224.710424986668, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.0794451450189155, "fast_rcnn/fg_cls_accuracy": 0.9205548549810845, "iteration": 25119, "loss_box_reg": 0.0053077691700309515, "loss_cls": 0.016408005554694682, "loss_rpn_cls": 0.0001511680839030305, "loss_rpn_loc": 0.0008067625640251208, "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": 0.7574927182868123, "total_loss": 0.023158915087208243}
{"data_time": 0.007696922868490219, "eta_seconds": 5210.309201273136, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.03571428571428571, "fast_rcnn/fg_cls_accuracy": 0.9642857142857143, "iteration": 25139, "loss_box_reg": 0.005102789291413501, "loss_cls": 0.016956265491899103, "loss_rpn_cls": 0.0001243783788495989, "loss_rpn_loc": 0.001052824311045697, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.765657588839531, "total_loss": 0.024250302116342937}
{"data_time": 0.0080080796033144, "eta_seconds": 5194.338616092689, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.05135802469135803, "fast_rcnn/fg_cls_accuracy": 0.9486419753086419, "iteration": 25159, "loss_box_reg": 0.004998428164981306, "loss_cls": 0.013073168927803636, "loss_rpn_cls": 0.00017174723205926057, "loss_rpn_loc": 0.0008449409069726244, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7543972199782729, "total_loss": 0.02069300663526974}
{"data_time": 0.008367841131985188, "eta_seconds": 5181.766475223005, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06472543123912011, "fast_rcnn/fg_cls_accuracy": 0.9352745687608799, "iteration": 25179, "loss_box_reg": 0.004890530603006482, "loss_cls": 0.014703085180372, "loss_rpn_cls": 0.00021545887000229413, "loss_rpn_loc": 0.000872071450430667, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.773383972235024, "total_loss": 0.02104034408921507}
{"data_time": 0.008003578521311283, "eta_seconds": 5170.988444251008, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04909638554216868, "fast_rcnn/fg_cls_accuracy": 0.9509036144578313, "iteration": 25199, "loss_box_reg": 0.0050622872659005225, "loss_cls": 0.015694783243816346, "loss_rpn_cls": 0.00015663100441543065, "loss_rpn_loc": 0.0008225898491218686, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7612759172916412, "total_loss": 0.022449929834010618}
{"data_time": 0.008582064881920815, "eta_seconds": 5158.476875081658, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.05442428730099963, "fast_rcnn/fg_cls_accuracy": 0.9455757126990003, "iteration": 25219, "loss_box_reg": 0.0052316157962195575, "loss_cls": 0.016415025980677456, "loss_rpn_cls": 0.00019805065221589757, "loss_rpn_loc": 0.0008115698728943244, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7685608603060246, "total_loss": 0.022417635682359105}
{"data_time": 0.00914062187075615, "eta_seconds": 5144.491559084505, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.0708641975308642, "fast_rcnn/fg_cls_accuracy": 0.9291358024691359, "iteration": 25239, "loss_box_reg": 0.005401679954957217, "loss_cls": 0.015261159976944327, "loss_rpn_cls": 0.00017510290055611222, "loss_rpn_loc": 0.001070753023668658, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.765616200864315, "total_loss": 0.02142528537456201}
{"data_time": 0.008730349130928516, "eta_seconds": 5131.020123984665, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.031441906165561286, "fast_rcnn/fg_cls_accuracy": 0.9685580938344387, "iteration": 25259, "loss_box_reg": 0.005357605579774827, "loss_cls": 0.015895732620265335, "loss_rpn_cls": 0.0001354832879769674, "loss_rpn_loc": 0.0009344866484752856, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.754717368632555, "total_loss": 0.022653153722103525}
{"data_time": 0.008680864237248898, "eta_seconds": 5107.976291765459, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.0763888888888889, "fast_rcnn/fg_cls_accuracy": 0.9236111111111112, "iteration": 25279, "loss_box_reg": 0.005309441650751978, "loss_cls": 0.01665128843160346, "loss_rpn_cls": 0.00012203021833556704, "loss_rpn_loc": 0.0009193861915264279, "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": 0.7489667870104313, "total_loss": 0.02279535575041791}
{"data_time": 0.0073993634432554245, "eta_seconds": 5090.605065308511, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.040270270270270275, "fast_rcnn/fg_cls_accuracy": 0.9597297297297297, "iteration": 25299, "loss_box_reg": 0.005137363477842882, "loss_cls": 0.01473251695279032, "loss_rpn_cls": 0.00016026362266075012, "loss_rpn_loc": 0.0009285630876547657, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7586088012903929, "total_loss": 0.021748277016683915}
{"data_time": 0.00849056988954544, "eta_seconds": 5073.126362926327, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.0740909090909091, "fast_rcnn/fg_cls_accuracy": 0.9259090909090909, "iteration": 25319, "loss_box_reg": 0.005023190751671791, "loss_cls": 0.015961574448738247, "loss_rpn_cls": 0.00014556701262335991, "loss_rpn_loc": 0.0008846785567584448, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.749493321403861, "total_loss": 0.022872676724432495}
{"data_time": 0.008265158161520958, "eta_seconds": 5059.043803327717, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.05646702771583306, "fast_rcnn/fg_cls_accuracy": 0.943532972284167, "iteration": 25339, "loss_box_reg": 0.0049606821849010885, "loss_cls": 0.016290086379740387, "loss_rpn_cls": 0.00012583300735968805, "loss_rpn_loc": 0.0007857582641008776, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7632198911160231, "total_loss": 0.02266303173291817}
{"data_time": 0.008589882403612137, "eta_seconds": 5042.752907677554, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.058836996336996336, "fast_rcnn/fg_cls_accuracy": 0.9411630036630036, "iteration": 25359, "loss_box_reg": 0.005308547173626721, "loss_cls": 0.01698355027474463, "loss_rpn_cls": 0.000170032225128125, "loss_rpn_loc": 0.0009229897768818773, "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": 0.7546491287648678, "total_loss": 0.023582727859206898}
{"data_time": 0.008558825589716434, "eta_seconds": 5029.830792032182, "fast_rcnn/cls_accuracy": 0.9951171875, "fast_rcnn/false_negative": 0.04420368364030336, "fast_rcnn/fg_cls_accuracy": 0.9557963163596966, "iteration": 25379, "loss_box_reg": 0.004952918330673128, "loss_cls": 0.016568739025387913, "loss_rpn_cls": 0.00015789613470928998, "loss_rpn_loc": 0.0008137851909850724, "lr": 0.001, "roi_head/num_bg_samples": 494.125, "roi_head/num_fg_samples": 17.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7689845431596041, "total_loss": 0.022805285287176957}
{"data_time": 0.007791672833263874, "eta_seconds": 5018.490724742413, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.05864197530864197, "fast_rcnn/fg_cls_accuracy": 0.941358024691358, "iteration": 25399, "loss_box_reg": 0.00485572760226205, "loss_cls": 0.016217198921367526, "loss_rpn_cls": 0.00015007840855219, "loss_rpn_loc": 0.0007899476950115059, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7524457136169076, "total_loss": 0.02380864376118552}
{"data_time": 0.007995235733687878, "eta_seconds": 5000.190809138119, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.043437500000000004, "fast_rcnn/fg_cls_accuracy": 0.9565625, "iteration": 25419, "loss_box_reg": 0.005015324044506997, "loss_cls": 0.015768173791002482, "loss_rpn_cls": 0.0001391003338540031, "loss_rpn_loc": 0.0007823902560630813, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 249.875, "rpn/num_pos_anchors": 6.125, "time": 0.7743954043835402, "total_loss": 0.021987483609109404}
{"data_time": 0.008199062198400497, "eta_seconds": 4984.994970180094, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.04395604395604396, "fast_rcnn/fg_cls_accuracy": 0.9560439560439561, "iteration": 25439, "loss_box_reg": 0.005385428143199533, "loss_cls": 0.015066884516272694, "loss_rpn_cls": 0.00016765882855906966, "loss_rpn_loc": 0.0008269199715869036, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.751097678206861, "total_loss": 0.021382047982342556}
{"data_time": 0.0076827239245176315, "eta_seconds": 4976.864226485603, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.023542445644647556, "fast_rcnn/fg_cls_accuracy": 0.9764575543553524, "iteration": 25459, "loss_box_reg": 0.005084193195216358, "loss_cls": 0.015156853420194238, "loss_rpn_cls": 0.00013809552621069088, "loss_rpn_loc": 0.0008503704957547598, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7828707536682487, "total_loss": 0.02245078227861086}
{"data_time": 0.007886065170168877, "eta_seconds": 4958.293019066565, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.08063063063063064, "fast_rcnn/fg_cls_accuracy": 0.9193693693693694, "iteration": 25479, "loss_box_reg": 0.004983422229997814, "loss_cls": 0.015150885097682476, "loss_rpn_cls": 0.00015609782394676586, "loss_rpn_loc": 0.0008798161106824409, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7495904387906194, "total_loss": 0.021919272448712945}
{"data_time": 0.008829709142446518, "eta_seconds": 4937.41818362195, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06760869565217392, "fast_rcnn/fg_cls_accuracy": 0.9323913043478261, "iteration": 25499, "loss_box_reg": 0.00513455318287015, "loss_cls": 0.015947098552715033, "loss_rpn_cls": 0.0001712216612759221, "loss_rpn_loc": 0.000814175175037235, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7396718794479966, "total_loss": 0.02215006871915648}
{"data_time": 0.007718108594417572, "eta_seconds": 4922.228464552201, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.0785039941902687, "fast_rcnn/fg_cls_accuracy": 0.9214960058097312, "iteration": 25519, "loss_box_reg": 0.0049874872784130275, "loss_cls": 0.014611091057304293, "loss_rpn_cls": 0.00011399978984627523, "loss_rpn_loc": 0.0009707614735816605, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7525376314297318, "total_loss": 0.021517158990150165}
{"data_time": 0.007781188935041428, "eta_seconds": 4907.617017659359, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.034061458718992965, "fast_rcnn/fg_cls_accuracy": 0.9659385412810071, "iteration": 25539, "loss_box_reg": 0.005103553063236177, "loss_cls": 0.015613313124049455, "loss_rpn_cls": 0.00014145147713406914, "loss_rpn_loc": 0.0009101172181544825, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.757119438610971, "total_loss": 0.02280640689741631}
{"data_time": 0.008198604919016361, "eta_seconds": 4892.781666319817, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.03938618925831202, "fast_rcnn/fg_cls_accuracy": 0.960613810741688, "iteration": 25559, "loss_box_reg": 0.005132072576088831, "loss_cls": 0.014590270351618528, "loss_rpn_cls": 0.00017301031209626672, "loss_rpn_loc": 0.0007867506537877489, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7568073170259595, "total_loss": 0.021507383292771465}
{"data_time": 0.008703564293682575, "eta_seconds": 4877.233999441378, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.052289815447710185, "fast_rcnn/fg_cls_accuracy": 0.9477101845522897, "iteration": 25579, "loss_box_reg": 0.005330517131369561, "loss_cls": 0.015257004415616393, "loss_rpn_cls": 0.00013990661182106123, "loss_rpn_loc": 0.0008348615374416113, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7559917066246271, "total_loss": 0.021684989286313794}
{"data_time": 0.007787739858031273, "eta_seconds": 4863.428258515894, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.047619047619047616, "fast_rcnn/fg_cls_accuracy": 0.9523809523809523, "iteration": 25599, "loss_box_reg": 0.005130826000822708, "loss_cls": 0.015585276181809604, "loss_rpn_cls": 0.00011287476672805496, "loss_rpn_loc": 0.0007958691567182541, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7572508053854108, "total_loss": 0.02250309203314771}
{"data_time": 0.008830392733216286, "eta_seconds": 4846.030362032354, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.05745614035087719, "fast_rcnn/fg_cls_accuracy": 0.9425438596491228, "iteration": 25619, "loss_box_reg": 0.005010147753637284, "loss_cls": 0.01539351639803499, "loss_rpn_cls": 0.00016012733556181047, "loss_rpn_loc": 0.0008531079511158168, "lr": 0.001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7456271974369884, "total_loss": 0.020587685039117787}
{"data_time": 0.008529691956937313, "eta_seconds": 4830.138720936142, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.05747885835095137, "fast_rcnn/fg_cls_accuracy": 0.9425211416490487, "iteration": 25639, "loss_box_reg": 0.005078350252006203, "loss_cls": 0.01699783228104934, "loss_rpn_cls": 0.00027582397660808056, "loss_rpn_loc": 0.0008500852964061778, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7495722603052855, "total_loss": 0.02412736939959359}
{"data_time": 0.008536875247955322, "eta_seconds": 4813.738108500838, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.05496058307303287, "fast_rcnn/fg_cls_accuracy": 0.9450394169269671, "iteration": 25659, "loss_box_reg": 0.005160893313586712, "loss_cls": 0.015584520297124982, "loss_rpn_cls": 0.0003476545803096087, "loss_rpn_loc": 0.000839475203974871, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7527765743434429, "total_loss": 0.022696453546984685}
{"data_time": 0.009192519821226597, "eta_seconds": 4798.234786139801, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.08398009950248755, "fast_rcnn/fg_cls_accuracy": 0.9160199004975125, "iteration": 25679, "loss_box_reg": 0.0049026834312826395, "loss_cls": 0.015965687460266054, "loss_rpn_cls": 0.00011992925112735975, "loss_rpn_loc": 0.0008878965672920458, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7573014367371798, "total_loss": 0.021321202620860902}
{"data_time": 0.007983996532857418, "eta_seconds": 4783.91489027068, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.050316455696202536, "fast_rcnn/fg_cls_accuracy": 0.9496835443037974, "iteration": 25699, "loss_box_reg": 0.005273165879771113, "loss_cls": 0.015330272261053324, "loss_rpn_cls": 0.00014278927073974046, "loss_rpn_loc": 0.0009089376999327214, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7655891152098775, "total_loss": 0.02127829414558846}
{"data_time": 0.008418821729719639, "eta_seconds": 4764.7683567255735, "fast_rcnn/cls_accuracy": 0.99609375, "fast_rcnn/false_negative": 0.02023398542385884, "fast_rcnn/fg_cls_accuracy": 0.9797660145761411, "iteration": 25719, "loss_box_reg": 0.00514104068861343, "loss_cls": 0.015512764570303261, "loss_rpn_cls": 9.733576695225565e-05, "loss_rpn_loc": 0.0007924797682790086, "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": 0.7504683760926127, "total_loss": 0.021479501157955383}
{"data_time": 0.008645360358059406, "eta_seconds": 4750.218035993166, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.04512154512154512, "fast_rcnn/fg_cls_accuracy": 0.9548784548784548, "iteration": 25739, "loss_box_reg": 0.005005535640520975, "loss_cls": 0.01584887591889128, "loss_rpn_cls": 0.00011039158283665529, "loss_rpn_loc": 0.0007300833822228014, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7660770528018475, "total_loss": 0.022585902469018038}
{"data_time": 0.008588115684688091, "eta_seconds": 4737.243630863726, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.08434547908232118, "fast_rcnn/fg_cls_accuracy": 0.9156545209176787, "iteration": 25759, "loss_box_reg": 0.0052476171986199915, "loss_cls": 0.01435566128930077, "loss_rpn_cls": 0.00017518964136797877, "loss_rpn_loc": 0.0007954744869493879, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7534728720784187, "total_loss": 0.021314842204674278}
{"data_time": 0.008786730468273163, "eta_seconds": 4723.7060246914625, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.05917366946778711, "fast_rcnn/fg_cls_accuracy": 0.9408263305322129, "iteration": 25779, "loss_box_reg": 0.005038145696744323, "loss_cls": 0.01489596115425229, "loss_rpn_cls": 0.00013386104592427728, "loss_rpn_loc": 0.0008023905829759315, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7633256986737251, "total_loss": 0.02113866589445479}
{"data_time": 0.0076489923521876335, "eta_seconds": 4706.881550230086, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.058422174840085286, "fast_rcnn/fg_cls_accuracy": 0.9415778251599147, "iteration": 25799, "loss_box_reg": 0.0049590926500968635, "loss_cls": 0.017121394397690892, "loss_rpn_cls": 0.00017637905375522678, "loss_rpn_loc": 0.0009564012980263215, "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": 0.7450847197324038, "total_loss": 0.023455960281637545}
{"data_time": 0.007541983388364315, "eta_seconds": 4692.274916991591, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.02564935064935065, "fast_rcnn/fg_cls_accuracy": 0.9743506493506493, "iteration": 25819, "loss_box_reg": 0.005026008118875325, "loss_cls": 0.015941708581522107, "loss_rpn_cls": 0.00015743671701784479, "loss_rpn_loc": 0.0010206458227912663, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.764690320007503, "total_loss": 0.022554987954549688}
{"data_time": 0.008611677214503288, "eta_seconds": 4677.092018052936, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.0518627713749665, "fast_rcnn/fg_cls_accuracy": 0.9481372286250335, "iteration": 25839, "loss_box_reg": 0.005181863438338041, "loss_cls": 0.017130713269580156, "loss_rpn_cls": 0.000299867299872858, "loss_rpn_loc": 0.0007938900926092174, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7672817688435316, "total_loss": 0.0239540984729274}
{"data_time": 0.008690806105732918, "eta_seconds": 4661.338429279625, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.029437229437229435, "fast_rcnn/fg_cls_accuracy": 0.9705627705627706, "iteration": 25859, "loss_box_reg": 0.00495996797690168, "loss_cls": 0.01579048141138628, "loss_rpn_cls": 0.00021805840560773504, "loss_rpn_loc": 0.0008096879391814582, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7626887504011393, "total_loss": 0.022368813932985177}
{"data_time": 0.008406559936702251, "eta_seconds": 4647.253300007433, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05097402597402598, "fast_rcnn/fg_cls_accuracy": 0.949025974025974, "iteration": 25879, "loss_box_reg": 0.004963427141774446, "loss_cls": 0.013919083343353122, "loss_rpn_cls": 0.0002027404903515162, "loss_rpn_loc": 0.0007512510055676103, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7691777478903532, "total_loss": 0.019989015266219212}
{"data_time": 0.008135984651744366, "eta_seconds": 4633.385243497789, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.03588449677600224, "fast_rcnn/fg_cls_accuracy": 0.9641155032239977, "iteration": 25899, "loss_box_reg": 0.005090923164971173, "loss_cls": 0.01567922643152997, "loss_rpn_cls": 0.00012805733217646775, "loss_rpn_loc": 0.0007866948653827421, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7640013182535768, "total_loss": 0.021924013250554708}
{"data_time": 0.008351552300155163, "eta_seconds": 4619.314596008509, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.055196041111534075, "fast_rcnn/fg_cls_accuracy": 0.9448039588884659, "iteration": 25919, "loss_box_reg": 0.004971656890120357, "loss_cls": 0.014303333475254476, "loss_rpn_cls": 0.0003842243155673941, "loss_rpn_loc": 0.0008244125274359249, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7723289607092738, "total_loss": 0.02114240709988735}
{"data_time": 0.008331524208188057, "eta_seconds": 4604.638142221607, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.03478523895946763, "fast_rcnn/fg_cls_accuracy": 0.9652147610405324, "iteration": 25939, "loss_box_reg": 0.005167419294593856, "loss_cls": 0.015414912777487189, "loss_rpn_cls": 0.0001416132206486509, "loss_rpn_loc": 0.000800839963631006, "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": 0.7546749571338296, "total_loss": 0.022543964816122752}
{"data_time": 0.007601379416882992, "eta_seconds": 4590.319788311608, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.05083655083655084, "fast_rcnn/fg_cls_accuracy": 0.9491634491634491, "iteration": 25959, "loss_box_reg": 0.005015902599552646, "loss_cls": 0.015300012833904475, "loss_rpn_cls": 0.00010431644523123396, "loss_rpn_loc": 0.0008815482469799463, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7788553237915039, "total_loss": 0.022098405982887925}
{"data_time": 0.008163774386048317, "eta_seconds": 4581.210748764686, "fast_rcnn/cls_accuracy": 0.988525390625, "fast_rcnn/false_negative": 0.06555634301913536, "fast_rcnn/fg_cls_accuracy": 0.9344436569808646, "iteration": 25979, "loss_box_reg": 0.00464614640804939, "loss_cls": 0.015573727840092033, "loss_rpn_cls": 0.00017463462017985876, "loss_rpn_loc": 0.0009510748386674095, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7753953915089369, "total_loss": 0.02135578945717498}
{"data_time": 0.008566634729504585, "eta_seconds": 4562.853929071687, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.04301572617946346, "fast_rcnn/fg_cls_accuracy": 0.9569842738205365, "iteration": 25999, "loss_box_reg": 0.005095982924103737, "loss_cls": 0.015728799568023533, "loss_rpn_cls": 0.00011218735363627275, "loss_rpn_loc": 0.0008434018855041359, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.751052469946444, "total_loss": 0.023087597527364778}
{"data_time": 0.007804863154888153, "eta_seconds": 4544.658806192689, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.04228707564026206, "fast_rcnn/fg_cls_accuracy": 0.957712924359738, "iteration": 26019, "loss_box_reg": 0.005122711358126253, "loss_cls": 0.015508404932916164, "loss_rpn_cls": 0.00019222970922783134, "loss_rpn_loc": 0.0008960153718362562, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7661885339766741, "total_loss": 0.022531649606889914}
{"data_time": 0.0082341767847538, "eta_seconds": 4529.7863837163895, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.047258297258297256, "fast_rcnn/fg_cls_accuracy": 0.9527417027417027, "iteration": 26039, "loss_box_reg": 0.0050481949001550674, "loss_cls": 0.01436323847156018, "loss_rpn_cls": 8.867681799529237e-05, "loss_rpn_loc": 0.0007700561545789242, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.7574672801420093, "total_loss": 0.02045789560253297}
{"data_time": 0.008011555299162865, "eta_seconds": 4514.588308280334, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.0558641975308642, "fast_rcnn/fg_cls_accuracy": 0.9441358024691358, "iteration": 26059, "loss_box_reg": 0.005093818035675213, "loss_cls": 0.01527818845352158, "loss_rpn_cls": 0.0001761790115324402, "loss_rpn_loc": 0.0007896973802417051, "lr": 0.001, "roi_head/num_bg_samples": 491.375, "roi_head/num_fg_samples": 20.625, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7667153012007475, "total_loss": 0.02191356764564034}
{"data_time": 0.008594654500484467, "eta_seconds": 4498.814092410728, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.06105733432613552, "fast_rcnn/fg_cls_accuracy": 0.9389426656738644, "iteration": 26079, "loss_box_reg": 0.005112481070682406, "loss_cls": 0.015548049588687718, "loss_rpn_cls": 0.00019114715382784198, "loss_rpn_loc": 0.0007613968155055773, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7579672932624817, "total_loss": 0.02144676437239923}
{"data_time": 0.00882470142096281, "eta_seconds": 4483.617963066325, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.096875, "fast_rcnn/fg_cls_accuracy": 0.903125, "iteration": 26099, "loss_box_reg": 0.005035103065893054, "loss_cls": 0.016792581998743117, "loss_rpn_cls": 0.00014280011021128303, "loss_rpn_loc": 0.0009294813935412094, "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": 0.7558067478239536, "total_loss": 0.022949280217744672}
{"data_time": 0.008159230463206768, "eta_seconds": 4467.889278073795, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06783536585365854, "fast_rcnn/fg_cls_accuracy": 0.9321646341463414, "iteration": 26119, "loss_box_reg": 0.005097086541354656, "loss_cls": 0.015729799342807382, "loss_rpn_cls": 0.0001731613815536548, "loss_rpn_loc": 0.0010488390871614683, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7415906768292189, "total_loss": 0.02235348472459009}
{"data_time": 0.008304206654429436, "eta_seconds": 4450.537729693577, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.037980693147649944, "fast_rcnn/fg_cls_accuracy": 0.96201930685235, "iteration": 26139, "loss_box_reg": 0.005203528911806643, "loss_cls": 0.015451388666406274, "loss_rpn_cls": 0.00014161242313548428, "loss_rpn_loc": 0.0007923771081550512, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7429044721648097, "total_loss": 0.02246843936922005}
{"data_time": 0.007948587648570538, "eta_seconds": 4436.680235280655, "fast_rcnn/cls_accuracy": 0.9951171875, "fast_rcnn/false_negative": 0.04957160342717258, "fast_rcnn/fg_cls_accuracy": 0.9504283965728274, "iteration": 26159, "loss_box_reg": 0.005082094052340835, "loss_cls": 0.015010331058874726, "loss_rpn_cls": 0.0002709874690367542, "loss_rpn_loc": 0.0008403710708080325, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7626619031652808, "total_loss": 0.022215120150605117}
{"data_time": 0.008019903674721718, "eta_seconds": 4414.084829438478, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.07575757575757576, "fast_rcnn/fg_cls_accuracy": 0.9242424242424242, "iteration": 26179, "loss_box_reg": 0.0051586885820142925, "loss_cls": 0.014756127318833023, "loss_rpn_cls": 0.00013078264692012453, "loss_rpn_loc": 0.000900200437172316, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7461635917425156, "total_loss": 0.021178844830046728}
{"data_time": 0.0082160122692585, "eta_seconds": 4396.6217453069985, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.05572755417956656, "fast_rcnn/fg_cls_accuracy": 0.9442724458204335, "iteration": 26199, "loss_box_reg": 0.004876749764662236, "loss_cls": 0.015127798018511385, "loss_rpn_cls": 0.0002625680510845996, "loss_rpn_loc": 0.0010166417559958063, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7424640553072095, "total_loss": 0.021187262781950267}
{"data_time": 0.008176267147064209, "eta_seconds": 4381.271057783626, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.051718385051718385, "fast_rcnn/fg_cls_accuracy": 0.9482816149482816, "iteration": 26219, "loss_box_reg": 0.005276421434246004, "loss_cls": 0.014131173142232, "loss_rpn_cls": 0.00015663521810438397, "loss_rpn_loc": 0.0008885428433131892, "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": 0.7696981262415648, "total_loss": 0.020465905839046172}
{"data_time": 0.007531505078077316, "eta_seconds": 4366.113572719507, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04197651663405088, "fast_rcnn/fg_cls_accuracy": 0.9580234833659491, "iteration": 26239, "loss_box_reg": 0.004982942627975717, "loss_cls": 0.01574115763651207, "loss_rpn_cls": 0.0001414966623087821, "loss_rpn_loc": 0.0009047440107678995, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7626270689070225, "total_loss": 0.02165841941769031}
{"data_time": 0.009074179455637932, "eta_seconds": 4351.147291813046, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.060339599757428745, "fast_rcnn/fg_cls_accuracy": 0.9396604002425712, "iteration": 26259, "loss_box_reg": 0.005307941930368543, "loss_cls": 0.016781383485067636, "loss_rpn_cls": 0.00011367772174253332, "loss_rpn_loc": 0.0009009238165162969, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7467703316360712, "total_loss": 0.023524794494278467}
{"data_time": 0.007433890365064144, "eta_seconds": 4336.930876367725, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.051615051615051616, "fast_rcnn/fg_cls_accuracy": 0.9483849483849484, "iteration": 26279, "loss_box_reg": 0.004968036984791979, "loss_cls": 0.015458040637895465, "loss_rpn_cls": 0.00012725270940450173, "loss_rpn_loc": 0.0008279813700937666, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.759357444010675, "total_loss": 0.02120440885721564}
{"data_time": 0.008297461085021496, "eta_seconds": 4323.088406223804, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.07501172058134084, "fast_rcnn/fg_cls_accuracy": 0.9249882794186592, "iteration": 26299, "loss_box_reg": 0.004921682993881404, "loss_cls": 0.015432283631525934, "loss_rpn_cls": 0.00022336368533615314, "loss_rpn_loc": 0.0008763905134401284, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7756468039005995, "total_loss": 0.021842532288701477}
{"data_time": 0.00838740635663271, "eta_seconds": 4310.854595253244, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.03975078975078975, "fast_rcnn/fg_cls_accuracy": 0.9602492102492102, "iteration": 26319, "loss_box_reg": 0.004827237804420292, "loss_cls": 0.015765225747600198, "loss_rpn_cls": 0.0001335888217113279, "loss_rpn_loc": 0.0008819506874715444, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7629730384796858, "total_loss": 0.021753391681158973}
{"data_time": 0.007420176640152931, "eta_seconds": 4292.756265152246, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.04057017543859649, "fast_rcnn/fg_cls_accuracy": 0.9594298245614035, "iteration": 26339, "loss_box_reg": 0.005064377386588603, "loss_cls": 0.016093574813567102, "loss_rpn_cls": 0.00015657931339774223, "loss_rpn_loc": 0.0007917431539681274, "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": 0.7558854259550571, "total_loss": 0.02188962242701109}
{"data_time": 0.008009359240531921, "eta_seconds": 4282.572227159515, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.055014430014430016, "fast_rcnn/fg_cls_accuracy": 0.94498556998557, "iteration": 26359, "loss_box_reg": 0.005318125680787489, "loss_cls": 0.01610175345558673, "loss_rpn_cls": 0.00010276470698045159, "loss_rpn_loc": 0.0007981805465533398, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7692859647795558, "total_loss": 0.02245404862446776}
{"data_time": 0.008690792135894299, "eta_seconds": 4261.56412416324, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.0317850348763475, "fast_rcnn/fg_cls_accuracy": 0.9682149651236525, "iteration": 26379, "loss_box_reg": 0.004869674798101187, "loss_cls": 0.015327001689001918, "loss_rpn_cls": 0.0001473264360356552, "loss_rpn_loc": 0.0009147901073447429, "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": 0.7570997513830662, "total_loss": 0.021418023219212046}
{"data_time": 0.007815122604370117, "eta_seconds": 4252.204758787528, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.05169842584921293, "fast_rcnn/fg_cls_accuracy": 0.948301574150787, "iteration": 26399, "loss_box_reg": 0.005045749043347314, "loss_cls": 0.015253470395691693, "loss_rpn_cls": 0.0001647349706672685, "loss_rpn_loc": 0.0008036935250856914, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7700575543567538, "total_loss": 0.02263931354559645}
{"data_time": 0.008276186883449554, "eta_seconds": 4234.972627373412, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.05942509673852957, "fast_rcnn/fg_cls_accuracy": 0.9405749032614704, "iteration": 26419, "loss_box_reg": 0.0052384407026693225, "loss_cls": 0.015141420706640929, "loss_rpn_cls": 0.00011689107611800864, "loss_rpn_loc": 0.0006594811602553818, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.769618459045887, "total_loss": 0.021975008314484512}
{"data_time": 0.008899254724383354, "eta_seconds": 4221.555719110183, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.07450271247739602, "fast_rcnn/fg_cls_accuracy": 0.925497287522604, "iteration": 26439, "loss_box_reg": 0.005165516573470086, "loss_cls": 0.015555335325188935, "loss_rpn_cls": 0.00020088976862098207, "loss_rpn_loc": 0.0008221890093409456, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7545791184529662, "total_loss": 0.021569831168619658}
{"data_time": 0.007995504885911942, "eta_seconds": 4201.900387021713, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.026262626262626265, "fast_rcnn/fg_cls_accuracy": 0.9737373737373738, "iteration": 26459, "loss_box_reg": 0.004926123132463545, "loss_cls": 0.01616008667042479, "loss_rpn_cls": 0.00021052959755252232, "loss_rpn_loc": 0.0008595620674896054, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7655227687209845, "total_loss": 0.02220238877509928}
{"data_time": 0.007495536468923092, "eta_seconds": 4192.412448382936, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04805491990846682, "fast_rcnn/fg_cls_accuracy": 0.9519450800915332, "iteration": 26479, "loss_box_reg": 0.005034274188801646, "loss_cls": 0.015323125466238707, "loss_rpn_cls": 0.00012414501838975411, "loss_rpn_loc": 0.0009004982493934222, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7712116045877337, "total_loss": 0.021383192833127396}
{"data_time": 0.00777555163949728, "eta_seconds": 4179.110587888397, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.046886446886446886, "fast_rcnn/fg_cls_accuracy": 0.9531135531135531, "iteration": 26499, "loss_box_reg": 0.004901401523966342, "loss_cls": 0.017004963126964867, "loss_rpn_cls": 0.00015976117310856353, "loss_rpn_loc": 0.000789100395195419, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7655462380498648, "total_loss": 0.022839408496338365}
{"data_time": 0.008010873571038246, "eta_seconds": 4165.41111351829, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.04057990202568516, "fast_rcnn/fg_cls_accuracy": 0.9594200979743148, "iteration": 26519, "loss_box_reg": 0.005134521808940917, "loss_cls": 0.01600048621185124, "loss_rpn_cls": 0.00013931921927223812, "loss_rpn_loc": 0.0008116626195260324, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7615984538570046, "total_loss": 0.02254562111966152}
{"data_time": 0.008458786644041538, "eta_seconds": 4153.474386927672, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.04680792134053455, "fast_rcnn/fg_cls_accuracy": 0.9531920786594654, "iteration": 26539, "loss_box_reg": 0.004982834157999605, "loss_cls": 0.01648670807480812, "loss_rpn_cls": 0.000152155119735653, "loss_rpn_loc": 0.0008459327727905475, "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": 0.7737261913716793, "total_loss": 0.022954658021376417}
{"data_time": 0.00886254571378231, "eta_seconds": 4138.332190546207, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06153846153846154, "fast_rcnn/fg_cls_accuracy": 0.9384615384615385, "iteration": 26559, "loss_box_reg": 0.0052152074058540165, "loss_cls": 0.016992163029499352, "loss_rpn_cls": 0.00010448908028592996, "loss_rpn_loc": 0.000771264974900987, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7680849004536867, "total_loss": 0.02365205827140926}
{"data_time": 0.007849195972084999, "eta_seconds": 4124.160375555977, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.046119929453262785, "fast_rcnn/fg_cls_accuracy": 0.9538800705467372, "iteration": 26579, "loss_box_reg": 0.005051935266237706, "loss_cls": 0.015844131936319172, "loss_rpn_cls": 0.0001765219371918647, "loss_rpn_loc": 0.0007871173111198004, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7593444921076298, "total_loss": 0.02265045045851366}
{"data_time": 0.008651670068502426, "eta_seconds": 4107.908869902603, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.04757497223250648, "fast_rcnn/fg_cls_accuracy": 0.9524250277674935, "iteration": 26599, "loss_box_reg": 0.004947694193106145, "loss_cls": 0.015608522284310311, "loss_rpn_cls": 0.00012037248325214023, "loss_rpn_loc": 0.0008207367718569003, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7525049112737179, "total_loss": 0.021684569748003923}
{"data_time": 0.007866395637392998, "eta_seconds": 4094.741363685578, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.048393378773125606, "fast_rcnn/fg_cls_accuracy": 0.9516066212268743, "iteration": 26619, "loss_box_reg": 0.004983564547728747, "loss_cls": 0.01455955213168636, "loss_rpn_cls": 0.00023007775416772347, "loss_rpn_loc": 0.000815897587017389, "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": 0.7599070044234395, "total_loss": 0.020887360831693513}
{"data_time": 0.007875019684433937, "eta_seconds": 4077.4855492589995, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04816901408450704, "fast_rcnn/fg_cls_accuracy": 0.951830985915493, "iteration": 26639, "loss_box_reg": 0.005040537187596783, "loss_cls": 0.01659983111312613, "loss_rpn_cls": 0.00018207076129783673, "loss_rpn_loc": 0.0008922827182686888, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.7397040482610464, "total_loss": 0.023681445887291375}
{"data_time": 0.007652787491679192, "eta_seconds": 4064.8230687864125, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.05298245614035088, "fast_rcnn/fg_cls_accuracy": 0.9470175438596491, "iteration": 26659, "loss_box_reg": 0.004723273508716375, "loss_cls": 0.015855082601774484, "loss_rpn_cls": 0.00014671397661913943, "loss_rpn_loc": 0.0007930609026516322, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.625, "rpn/num_pos_anchors": 3.375, "time": 0.7704767994582653, "total_loss": 0.021814178519207417}
{"data_time": 0.00834070984274149, "eta_seconds": 4049.0835896991193, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.042261904761904764, "fast_rcnn/fg_cls_accuracy": 0.9577380952380953, "iteration": 26679, "loss_box_reg": 0.004865549737587571, "loss_cls": 0.014992103446274996, "loss_rpn_cls": 0.00012740530888777357, "loss_rpn_loc": 0.0008490051768603735, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7498307330533862, "total_loss": 0.021671028012860916}
{"data_time": 0.008726964704692364, "eta_seconds": 4031.850568293594, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.044727636181909045, "fast_rcnn/fg_cls_accuracy": 0.9552723638180909, "iteration": 26699, "loss_box_reg": 0.005067191319540143, "loss_cls": 0.015184000716544688, "loss_rpn_cls": 0.00017760164689661906, "loss_rpn_loc": 0.0008361212421732489, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.752674731425941, "total_loss": 0.02129322143787249}
{"data_time": 0.008907225914299488, "eta_seconds": 4016.638907971792, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.07976017441860465, "fast_rcnn/fg_cls_accuracy": 0.9202398255813953, "iteration": 26719, "loss_box_reg": 0.004951552487909794, "loss_cls": 0.016241690260358155, "loss_rpn_cls": 0.00011733652206658007, "loss_rpn_loc": 0.0007694161104154773, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7515652934089303, "total_loss": 0.022946937393953704}
{"data_time": 0.00814029760658741, "eta_seconds": 4001.42724764999, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.028790389395194696, "fast_rcnn/fg_cls_accuracy": 0.9712096106048054, "iteration": 26739, "loss_box_reg": 0.004817423061467707, "loss_cls": 0.015098428179044276, "loss_rpn_cls": 0.00017402911271346966, "loss_rpn_loc": 0.0006828599416621728, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7715558428317308, "total_loss": 0.020804377024944642}
{"data_time": 0.008238952606916428, "eta_seconds": 3983.0176329044625, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.051899411449973246, "fast_rcnn/fg_cls_accuracy": 0.9481005885500267, "iteration": 26759, "loss_box_reg": 0.005116969579830766, "loss_cls": 0.01509990287013352, "loss_rpn_cls": 0.00022981898564466974, "loss_rpn_loc": 0.0007754115576972254, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.754952585324645, "total_loss": 0.02206561116943817}
{"data_time": 0.008492259308695793, "eta_seconds": 3967.577023714781, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06268379507816127, "fast_rcnn/fg_cls_accuracy": 0.9373162049218386, "iteration": 26779, "loss_box_reg": 0.004840390931349248, "loss_cls": 0.015744306845590472, "loss_rpn_cls": 0.00017979688541913674, "loss_rpn_loc": 0.0007493526354664937, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7671614857390523, "total_loss": 0.022184088130870805}
{"data_time": 0.007545681670308113, "eta_seconds": 3952.6187194688246, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04929577464788733, "fast_rcnn/fg_cls_accuracy": 0.9507042253521126, "iteration": 26799, "loss_box_reg": 0.004987355263438076, "loss_cls": 0.01612269482575357, "loss_rpn_cls": 0.00019435422427704907, "loss_rpn_loc": 0.0007701875729253516, "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": 0.7532570920884609, "total_loss": 0.02262350942123703}
{"data_time": 0.007852943614125252, "eta_seconds": 3937.4192627510056, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04371715241280459, "fast_rcnn/fg_cls_accuracy": 0.9562828475871954, "iteration": 26819, "loss_box_reg": 0.00516670651268214, "loss_cls": 0.014844593009911478, "loss_rpn_cls": 0.0001262260867065379, "loss_rpn_loc": 0.000783578769187443, "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": 0.7608534740284085, "total_loss": 0.021037600760791975}
{"data_time": 0.00783958937972784, "eta_seconds": 3921.582360601984, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.040313852813852816, "fast_rcnn/fg_cls_accuracy": 0.9596861471861472, "iteration": 26839, "loss_box_reg": 0.005282867467030883, "loss_cls": 0.015392344095744193, "loss_rpn_cls": 0.00016625065291009378, "loss_rpn_loc": 0.0008965533343143761, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7468297304585576, "total_loss": 0.021943274905481758}
{"data_time": 0.007794421166181564, "eta_seconds": 3905.137323730625, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.07843472317156527, "fast_rcnn/fg_cls_accuracy": 0.9215652768284347, "iteration": 26859, "loss_box_reg": 0.005056480702478439, "loss_cls": 0.015286319248843938, "loss_rpn_cls": 0.00014103834126899528, "loss_rpn_loc": 0.0007202990127552766, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.745955552905798, "total_loss": 0.0219478827441435}
{"data_time": 0.008284405805170536, "eta_seconds": 3887.615435759537, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.0626984126984127, "fast_rcnn/fg_cls_accuracy": 0.9373015873015873, "iteration": 26879, "loss_box_reg": 0.005119861278217286, "loss_cls": 0.015140016737859696, "loss_rpn_cls": 0.0001416476043232251, "loss_rpn_loc": 0.0006251442064240109, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7555291298776865, "total_loss": 0.02212738183561669}
{"data_time": 0.007617585361003876, "eta_seconds": 3872.3137362524867, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.027212143650499815, "fast_rcnn/fg_cls_accuracy": 0.9727878563495003, "iteration": 26899, "loss_box_reg": 0.0046290691825561225, "loss_cls": 0.014508625550661236, "loss_rpn_cls": 0.00019191714136468363, "loss_rpn_loc": 0.0007520593680965248, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7558985929936171, "total_loss": 0.021209208534060053}
{"data_time": 0.00888411607593298, "eta_seconds": 3855.5749304145575, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.08860759493670886, "fast_rcnn/fg_cls_accuracy": 0.9113924050632911, "iteration": 26919, "loss_box_reg": 0.0050081569934263825, "loss_cls": 0.016523614176549017, "loss_rpn_cls": 0.00012720955555778346, "loss_rpn_loc": 0.0007452211539202835, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7589292349293828, "total_loss": 0.023366342735755552}
{"data_time": 0.007206566631793976, "eta_seconds": 3839.7198126129806, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04661583734617442, "fast_rcnn/fg_cls_accuracy": 0.9533841626538255, "iteration": 26939, "loss_box_reg": 0.0047265044413506985, "loss_cls": 0.01448743772925809, "loss_rpn_cls": 0.00011720426641659287, "loss_rpn_loc": 0.0007419074609060772, "lr": 0.001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7563916938379407, "total_loss": 0.020025034802756636}
{"data_time": 0.007939928211271763, "eta_seconds": 3820.702080122195, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05055643879173291, "fast_rcnn/fg_cls_accuracy": 0.949443561208267, "iteration": 26959, "loss_box_reg": 0.004827954049687833, "loss_cls": 0.01668681390583515, "loss_rpn_cls": 0.00013107372251397464, "loss_rpn_loc": 0.0007796487006999087, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7447574427351356, "total_loss": 0.023469907884873464}
{"data_time": 0.008195113390684128, "eta_seconds": 3805.659751031548, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.037241379310344824, "fast_rcnn/fg_cls_accuracy": 0.9627586206896552, "iteration": 26979, "loss_box_reg": 0.004819936730200425, "loss_cls": 0.01490986131830141, "loss_rpn_cls": 0.00017236559733646573, "loss_rpn_loc": 0.0007455820777977351, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7695364467799664, "total_loss": 0.020512332277178302}
{"data_time": 0.006856193765997887, "eta_seconds": 3793.4492194298655, "fast_rcnn/cls_accuracy": 0.98974609375, "fast_rcnn/false_negative": 0.08562753036437247, "fast_rcnn/fg_cls_accuracy": 0.9143724696356275, "iteration": 26999, "loss_box_reg": 0.0050612974155228585, "loss_cls": 0.014644730719737709, "loss_rpn_cls": 0.00015542671303592215, "loss_rpn_loc": 0.0009060071315616369, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7580368779599667, "total_loss": 0.021507446213149706}
{"data_time": 0.008081846870481968, "eta_seconds": 3776.7215384924784, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.04819976771196283, "fast_rcnn/fg_cls_accuracy": 0.9518002322880371, "iteration": 27019, "loss_box_reg": 0.004822113551199436, "loss_cls": 0.016144034219905734, "loss_rpn_cls": 0.00010981484410876874, "loss_rpn_loc": 0.0009557531884638593, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7601423496380448, "total_loss": 0.022176437751099343}
{"data_time": 0.0076594119891524315, "eta_seconds": 3760.1828370578587, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.05246913580246913, "fast_rcnn/fg_cls_accuracy": 0.9475308641975309, "iteration": 27039, "loss_box_reg": 0.004993204085621983, "loss_cls": 0.017399471253156662, "loss_rpn_cls": 0.00014835788329037314, "loss_rpn_loc": 0.000894980661541922, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.7532097389921546, "total_loss": 0.023533662503723463}
{"data_time": 0.007232021540403366, "eta_seconds": 3744.2751196436584, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06477732793522267, "fast_rcnn/fg_cls_accuracy": 0.9352226720647774, "iteration": 27059, "loss_box_reg": 0.0048162281746044755, "loss_cls": 0.015098797681275755, "loss_rpn_cls": 0.0001568864649925672, "loss_rpn_loc": 0.0008331097742484417, "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": 0.7568423552438617, "total_loss": 0.02127769423634618}
{"data_time": 0.008144352585077286, "eta_seconds": 3728.237443727441, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05278688524590164, "fast_rcnn/fg_cls_accuracy": 0.9472131147540983, "iteration": 27079, "loss_box_reg": 0.004869532131124288, "loss_cls": 0.016130397270899266, "loss_rpn_cls": 0.00026021639575901645, "loss_rpn_loc": 0.0007568941655335948, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7512674247846007, "total_loss": 0.02173917088066446}
{"data_time": 0.00761044304817915, "eta_seconds": 3713.836338708177, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.058333333333333334, "fast_rcnn/fg_cls_accuracy": 0.9416666666666667, "iteration": 27099, "loss_box_reg": 0.0050929837743751705, "loss_cls": 0.016010894847568125, "loss_rpn_cls": 0.0001658718285852956, "loss_rpn_loc": 0.0010137070858036168, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.771298211067915, "total_loss": 0.022604093445238505}
{"data_time": 0.006969188340008259, "eta_seconds": 3703.15597813949, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.07924641148325359, "fast_rcnn/fg_cls_accuracy": 0.9207535885167464, "iteration": 27119, "loss_box_reg": 0.005206811765674502, "loss_cls": 0.01669804082484916, "loss_rpn_cls": 0.0001941675379271146, "loss_rpn_loc": 0.0009052171080838889, "lr": 0.001, "roi_head/num_bg_samples": 491.125, "roi_head/num_fg_samples": 20.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7667808914557099, "total_loss": 0.02397878403729692}
{"data_time": 0.007607069797813892, "eta_seconds": 3690.369059230201, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.039596273291925464, "fast_rcnn/fg_cls_accuracy": 0.9604037267080745, "iteration": 27139, "loss_box_reg": 0.004928905633278191, "loss_cls": 0.01489052694523707, "loss_rpn_cls": 0.00013003682943235617, "loss_rpn_loc": 0.0007305940271180589, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7616899497807026, "total_loss": 0.021233364585668824}
{"data_time": 0.007054750807583332, "eta_seconds": 3675.8064802456647, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.05989956958393113, "fast_rcnn/fg_cls_accuracy": 0.9401004304160688, "iteration": 27159, "loss_box_reg": 0.005109549732878804, "loss_cls": 0.01544361881678924, "loss_rpn_cls": 0.00010616402914820355, "loss_rpn_loc": 0.0010907690011663362, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7609598403796554, "total_loss": 0.021659249999288477}
{"data_time": 0.0074624111875891685, "eta_seconds": 3661.786897824146, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.053001053001053004, "fast_rcnn/fg_cls_accuracy": 0.946998946998947, "iteration": 27179, "loss_box_reg": 0.004860673827352002, "loss_cls": 0.01604323659557849, "loss_rpn_cls": 0.00015241998153214809, "loss_rpn_loc": 0.0010232376953354105, "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": 0.7594598652794957, "total_loss": 0.021971128415998464}
{"data_time": 0.007770443335175514, "eta_seconds": 3647.629610239528, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.03851851851851852, "fast_rcnn/fg_cls_accuracy": 0.9614814814814814, "iteration": 27199, "loss_box_reg": 0.005164423550013453, "loss_cls": 0.015476463828235865, "loss_rpn_cls": 0.00018791865340972436, "loss_rpn_loc": 0.000850612937938422, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7508016647771001, "total_loss": 0.021609950342394768}
{"data_time": 0.0075429100543260574, "eta_seconds": 3632.434501774609, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.0361344537815126, "fast_rcnn/fg_cls_accuracy": 0.9638655462184874, "iteration": 27219, "loss_box_reg": 0.005003530823159963, "loss_cls": 0.015827909170184284, "loss_rpn_cls": 0.00016014953217791117, "loss_rpn_loc": 0.0008990421410999261, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7725193658843637, "total_loss": 0.02206798740684235}
{"data_time": 0.007171375676989555, "eta_seconds": 3616.695771231316, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.06753246753246753, "fast_rcnn/fg_cls_accuracy": 0.9324675324675324, "iteration": 27239, "loss_box_reg": 0.005162855435628444, "loss_cls": 0.01590293151093647, "loss_rpn_cls": 0.0002108511673668545, "loss_rpn_loc": 0.0007544348409282975, "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": 0.7619280507788062, "total_loss": 0.022172076238689442}
{"data_time": 0.007189701311290264, "eta_seconds": 3601.5027623204514, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.061537299909392926, "fast_rcnn/fg_cls_accuracy": 0.9384627000906071, "iteration": 27259, "loss_box_reg": 0.004864896880462766, "loss_cls": 0.015108419815078378, "loss_rpn_cls": 0.00014329073928820435, "loss_rpn_loc": 0.00076661141065415, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7605313258245587, "total_loss": 0.021706438340970635}
{"data_time": 0.007274465635418892, "eta_seconds": 3586.8486264124513, "fast_rcnn/cls_accuracy": 0.995849609375, "fast_rcnn/false_negative": 0.03601186273125265, "fast_rcnn/fg_cls_accuracy": 0.9639881372687473, "iteration": 27279, "loss_box_reg": 0.0050783922779373825, "loss_cls": 0.0137386693386361, "loss_rpn_cls": 0.00010930077587545384, "loss_rpn_loc": 0.0007318497191590723, "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": 0.7629669103771448, "total_loss": 0.020515651116056688}
{"data_time": 0.006789810955524445, "eta_seconds": 3571.6533346250653, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04048913043478261, "fast_rcnn/fg_cls_accuracy": 0.9595108695652175, "iteration": 27299, "loss_box_reg": 0.005251217458862811, "loss_cls": 0.015044968225993216, "loss_rpn_cls": 0.0002062812836811645, "loss_rpn_loc": 0.0007672718675166834, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7788330763578415, "total_loss": 0.021208745535659546}
{"data_time": 0.00742732360959053, "eta_seconds": 3555.313263147138, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.032266458495966696, "fast_rcnn/fg_cls_accuracy": 0.9677335415040333, "iteration": 27319, "loss_box_reg": 0.004594522266415879, "loss_cls": 0.015316634729970247, "loss_rpn_cls": 0.00011371917889846372, "loss_rpn_loc": 0.0006799636576033663, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7331631705164909, "total_loss": 0.021267699066697787}
{"data_time": 0.00810953602194786, "eta_seconds": 3539.6632399419323, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.06015037593984962, "fast_rcnn/fg_cls_accuracy": 0.9398496240601504, "iteration": 27339, "loss_box_reg": 0.004813197010662407, "loss_cls": 0.012938481464516371, "loss_rpn_cls": 0.00010129625263743947, "loss_rpn_loc": 0.0007507699556299485, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7422496816143394, "total_loss": 0.01887679615902016}
{"data_time": 0.007140986621379852, "eta_seconds": 3524.47481153626, "fast_rcnn/cls_accuracy": 0.9951171875, "fast_rcnn/false_negative": 0.03307184881440542, "fast_rcnn/fg_cls_accuracy": 0.9669281511855946, "iteration": 27359, "loss_box_reg": 0.004884589463472366, "loss_cls": 0.01667415862902999, "loss_rpn_cls": 0.00011168016908413847, "loss_rpn_loc": 0.0009427167024114169, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7757969787344337, "total_loss": 0.022983918321187957}
{"data_time": 0.006673521362245083, "eta_seconds": 3511.446092514321, "fast_rcnn/cls_accuracy": 0.9951171875, "fast_rcnn/false_negative": 0.027417840375586856, "fast_rcnn/fg_cls_accuracy": 0.9725821596244132, "iteration": 27379, "loss_box_reg": 0.0048158791032619774, "loss_cls": 0.01567744609201327, "loss_rpn_cls": 0.00015917472137516597, "loss_rpn_loc": 0.0008187618259398732, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.7839237032458186, "total_loss": 0.02186605282849996}
{"data_time": 0.007742910645902157, "eta_seconds": 3495.0302154794335, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.059223437061956825, "fast_rcnn/fg_cls_accuracy": 0.9407765629380431, "iteration": 27399, "loss_box_reg": 0.005031370994402096, "loss_cls": 0.016113241552375257, "loss_rpn_cls": 0.00011343329015289783, "loss_rpn_loc": 0.0007923356934043113, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7463355306535959, "total_loss": 0.022176174951937355}
{"data_time": 0.007904142141342163, "eta_seconds": 3479.361260089092, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.06589214496271892, "fast_rcnn/fg_cls_accuracy": 0.934107855037281, "iteration": 27419, "loss_box_reg": 0.0049795834347605705, "loss_cls": 0.01756533473962918, "loss_rpn_cls": 0.0001942499745268833, "loss_rpn_loc": 0.0008436727475782391, "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": 0.7651868686079979, "total_loss": 0.0240070851638734}
{"data_time": 0.008190580643713474, "eta_seconds": 3464.1708594774827, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.05156831472620946, "fast_rcnn/fg_cls_accuracy": 0.9484316852737905, "iteration": 27439, "loss_box_reg": 0.005031630309531465, "loss_cls": 0.01652250823099166, "loss_rpn_cls": 0.00014030071190518356, "loss_rpn_loc": 0.0009412043327756692, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7328270692378283, "total_loss": 0.022879002313402452}
{"data_time": 0.006766895763576031, "eta_seconds": 3448.9804588658735, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.03149801587301587, "fast_rcnn/fg_cls_accuracy": 0.9685019841269842, "iteration": 27459, "loss_box_reg": 0.005106169206555933, "loss_cls": 0.017374455695971847, "loss_rpn_cls": 9.780444395346422e-05, "loss_rpn_loc": 0.0008192012901417911, "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": 0.7596761453896761, "total_loss": 0.02333839766845358}
{"data_time": 0.007375502958893776, "eta_seconds": 3430.9175140326843, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.06217176397899289, "fast_rcnn/fg_cls_accuracy": 0.9378282360210071, "iteration": 27479, "loss_box_reg": 0.004858983040321618, "loss_cls": 0.015469403588213027, "loss_rpn_cls": 0.00015365524666322017, "loss_rpn_loc": 0.000727115631889319, "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": 0.7471996927633882, "total_loss": 0.021882281065984444}
{"data_time": 0.007297187112271786, "eta_seconds": 3413.2891665883362, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05543693762391337, "fast_rcnn/fg_cls_accuracy": 0.9445630623760866, "iteration": 27499, "loss_box_reg": 0.004963861254509538, "loss_cls": 0.014445915701799095, "loss_rpn_cls": 0.00011387873462354037, "loss_rpn_loc": 0.000920009559195023, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7477702405303717, "total_loss": 0.020722787135468934}
{"data_time": 0.006850843317806721, "eta_seconds": 3396.1431125756353, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.06225781451821235, "fast_rcnn/fg_cls_accuracy": 0.9377421854817877, "iteration": 27519, "loss_box_reg": 0.005114450468681753, "loss_cls": 0.016097903775516897, "loss_rpn_cls": 0.00017711551515731117, "loss_rpn_loc": 0.0008711180125828832, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7690046643838286, "total_loss": 0.023397940458835365}
{"data_time": 0.007387345656752586, "eta_seconds": 3380.985142869875, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.057179987004548405, "fast_rcnn/fg_cls_accuracy": 0.9428200129954516, "iteration": 27539, "loss_box_reg": 0.004981809353921562, "loss_cls": 0.01442825433332473, "loss_rpn_cls": 0.00018644607712303696, "loss_rpn_loc": 0.000879314527992392, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.7777648195624352, "total_loss": 0.020551353088876567}
{"data_time": 0.0071533843874931335, "eta_seconds": 3364.9846320161596, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.07172582619339045, "fast_rcnn/fg_cls_accuracy": 0.9282741738066096, "iteration": 27559, "loss_box_reg": 0.005130887031555176, "loss_cls": 0.015706314065027982, "loss_rpn_cls": 0.0001171102121588774, "loss_rpn_loc": 0.0007914363559393678, "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": 0.7477104235440493, "total_loss": 0.022071880664498167}
{"data_time": 0.007142026908695698, "eta_seconds": 3349.4077832223848, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.053485469780709574, "fast_rcnn/fg_cls_accuracy": 0.9465145302192903, "iteration": 27579, "loss_box_reg": 0.004936291836202145, "loss_cls": 0.015066228457726538, "loss_rpn_cls": 0.00017233089818091685, "loss_rpn_loc": 0.000901029847227619, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.751392693258822, "total_loss": 0.020914320974270595}
{"data_time": 0.006868602707982063, "eta_seconds": 3336.7349977344275, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.04579630895420369, "fast_rcnn/fg_cls_accuracy": 0.9542036910457963, "iteration": 27599, "loss_box_reg": 0.004715507384389639, "loss_cls": 0.015854844939894974, "loss_rpn_cls": 0.0001530504466700222, "loss_rpn_loc": 0.000760789214837132, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7650071661919355, "total_loss": 0.02217598503307272}
{"data_time": 0.006902171298861504, "eta_seconds": 3320.353264046833, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.033520074696545284, "fast_rcnn/fg_cls_accuracy": 0.9664799253034547, "iteration": 27619, "loss_box_reg": 0.00499747961293906, "loss_cls": 0.014165266824420542, "loss_rpn_cls": 0.000181871807853895, "loss_rpn_loc": 0.0007863240243750624, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7336375704035163, "total_loss": 0.022244778195727122}
{"data_time": 0.007370300590991974, "eta_seconds": 3309.4959696298465, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04122191011235955, "fast_rcnn/fg_cls_accuracy": 0.9587780898876405, "iteration": 27639, "loss_box_reg": 0.0048448773741256446, "loss_cls": 0.014750833564903587, "loss_rpn_cls": 0.00024165181639546063, "loss_rpn_loc": 0.0008021572666621068, "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": 0.7675153538584709, "total_loss": 0.020776299246790586}
{"data_time": 0.007080174051225185, "eta_seconds": 3290.8383063822985, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.034662215239591516, "fast_rcnn/fg_cls_accuracy": 0.9653377847604085, "iteration": 27659, "loss_box_reg": 0.00474613974802196, "loss_cls": 0.015969256404787302, "loss_rpn_cls": 0.00017734500022470456, "loss_rpn_loc": 0.0008650560521346051, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.7515963762998581, "total_loss": 0.022351756153966562}
{"data_time": 0.0074710361659526825, "eta_seconds": 3276.3591421954334, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.06905289832119099, "fast_rcnn/fg_cls_accuracy": 0.930947101678809, "iteration": 27679, "loss_box_reg": 0.005030796775827184, "loss_cls": 0.015745723387226462, "loss_rpn_cls": 0.000143363934739682, "loss_rpn_loc": 0.0008450893146800809, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.753913164138794, "total_loss": 0.022025014602363058}
{"data_time": 0.007872361689805984, "eta_seconds": 3259.721385223791, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.06591591591591592, "fast_rcnn/fg_cls_accuracy": 0.934084084084084, "iteration": 27699, "loss_box_reg": 0.004880264517851174, "loss_cls": 0.016387611161917448, "loss_rpn_cls": 0.00015059368638503656, "loss_rpn_loc": 0.0008079037652350962, "lr": 0.001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7425404414534569, "total_loss": 0.02221716517601635}
{"data_time": 0.006555137224495411, "eta_seconds": 3247.598242018372, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05921052631578947, "fast_rcnn/fg_cls_accuracy": 0.9407894736842105, "iteration": 27719, "loss_box_reg": 0.004808136523934081, "loss_cls": 0.01607379812048748, "loss_rpn_cls": 0.00019359398083906854, "loss_rpn_loc": 0.0008040068642003462, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7716067070141435, "total_loss": 0.022478187999695365}
{"data_time": 0.007204380817711353, "eta_seconds": 3230.927123496309, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.03531366846697133, "fast_rcnn/fg_cls_accuracy": 0.9646863315330287, "iteration": 27739, "loss_box_reg": 0.004978881712304428, "loss_cls": 0.016481785103678703, "loss_rpn_cls": 0.00034578083932501613, "loss_rpn_loc": 0.0009032565176312346, "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": 0.7409059349447489, "total_loss": 0.02301007021242185}
{"data_time": 0.006622352637350559, "eta_seconds": 3219.2239537583664, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04495798319327731, "fast_rcnn/fg_cls_accuracy": 0.9550420168067226, "iteration": 27759, "loss_box_reg": 0.004958732228260487, "loss_cls": 0.016527850879356265, "loss_rpn_cls": 0.00010470579582033679, "loss_rpn_loc": 0.000990129297861131, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.770145321264863, "total_loss": 0.022114784645509644}
{"data_time": 0.007735074497759342, "eta_seconds": 3204.0425156364217, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.05497160807055697, "fast_rcnn/fg_cls_accuracy": 0.9450283919294431, "iteration": 27779, "loss_box_reg": 0.004913939803373069, "loss_cls": 0.015269052528310567, "loss_rpn_cls": 0.00018855571761378087, "loss_rpn_loc": 0.0008350074349436909, "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": 0.7600438185036182, "total_loss": 0.02153407185278411}
{"data_time": 0.0069645969197154045, "eta_seconds": 3189.422887048684, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.0428921568627451, "fast_rcnn/fg_cls_accuracy": 0.9571078431372549, "iteration": 27799, "loss_box_reg": 0.005011884175473824, "loss_cls": 0.015617484226822853, "loss_rpn_cls": 0.00013435970049613388, "loss_rpn_loc": 0.0007623623132531065, "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": 0.7558284364640713, "total_loss": 0.02205797556325706}
{"data_time": 0.007567425258457661, "eta_seconds": 3173.937782820314, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05677083333333333, "fast_rcnn/fg_cls_accuracy": 0.9432291666666667, "iteration": 27819, "loss_box_reg": 0.004703747108578682, "loss_cls": 0.016101240064017475, "loss_rpn_cls": 0.0001621648760306016, "loss_rpn_loc": 0.0008011512982193381, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7577981976792216, "total_loss": 0.021753596675807785}
{"data_time": 0.007151947356760502, "eta_seconds": 3159.4137328723446, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.056428571428571425, "fast_rcnn/fg_cls_accuracy": 0.9435714285714285, "iteration": 27839, "loss_box_reg": 0.004926441237330437, "loss_cls": 0.015879484068136662, "loss_rpn_cls": 0.00012505650920502376, "loss_rpn_loc": 0.0007867129170335829, "lr": 0.001, "roi_head/num_bg_samples": 491.375, "roi_head/num_fg_samples": 20.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7574165044352412, "total_loss": 0.022003686702873893}
{"data_time": 0.00676802359521389, "eta_seconds": 3145.281627171673, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.05025231286795627, "fast_rcnn/fg_cls_accuracy": 0.9497476871320437, "iteration": 27859, "loss_box_reg": 0.004748487786855549, "loss_cls": 0.016628973186016083, "loss_rpn_cls": 0.00013283818259424152, "loss_rpn_loc": 0.0007179560634540394, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.786148046143353, "total_loss": 0.022643417418066747}
{"data_time": 0.0070860059931874275, "eta_seconds": 3129.3092941259965, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.0663003663003663, "fast_rcnn/fg_cls_accuracy": 0.9336996336996337, "iteration": 27879, "loss_box_reg": 0.0049207179981749505, "loss_cls": 0.01587328955065459, "loss_rpn_cls": 0.00015686797019043297, "loss_rpn_loc": 0.000730316125554964, "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": 0.7458124775439501, "total_loss": 0.022079159927670844}
{"data_time": 0.0077220480889081955, "eta_seconds": 3113.207090970129, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.03278786430960344, "fast_rcnn/fg_cls_accuracy": 0.9672121356903965, "iteration": 27899, "loss_box_reg": 0.004848190787015483, "loss_cls": 0.014547020953614265, "loss_rpn_cls": 0.00011300084190679627, "loss_rpn_loc": 0.0006605045455216896, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7447189018130302, "total_loss": 0.021055129358956037}
{"data_time": 0.0072134677320718765, "eta_seconds": 3097.4751976914704, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06559139784946236, "fast_rcnn/fg_cls_accuracy": 0.9344086021505376, "iteration": 27919, "loss_box_reg": 0.004788663383806124, "loss_cls": 0.014691718970425427, "loss_rpn_cls": 0.00016387022787966998, "loss_rpn_loc": 0.0008109552436508238, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7504952037706971, "total_loss": 0.020770604047299912}
{"data_time": 0.007068667560815811, "eta_seconds": 3083.4845395805314, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.02308768656716418, "fast_rcnn/fg_cls_accuracy": 0.9769123134328358, "iteration": 27939, "loss_box_reg": 0.004740555887110531, "loss_cls": 0.014610800077207386, "loss_rpn_cls": 0.0001503966338987084, "loss_rpn_loc": 0.000674299975798931, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7604871187359095, "total_loss": 0.020377969241735627}
{"data_time": 0.00657900795340538, "eta_seconds": 3068.401511519216, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06597222222222222, "fast_rcnn/fg_cls_accuracy": 0.9340277777777778, "iteration": 27959, "loss_box_reg": 0.004772895947098732, "loss_cls": 0.015046483313199133, "loss_rpn_cls": 0.0001503502346622554, "loss_rpn_loc": 0.0007655205299670342, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7466281279921532, "total_loss": 0.02091181355763183}
{"data_time": 0.0072102295234799385, "eta_seconds": 3051.6718746842816, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.056643625192012284, "fast_rcnn/fg_cls_accuracy": 0.9433563748079877, "iteration": 27979, "loss_box_reg": 0.005070334067568183, "loss_cls": 0.015990605752449483, "loss_rpn_cls": 0.00023116262735811688, "loss_rpn_loc": 0.0008172341476893052, "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": 0.7562473928555846, "total_loss": 0.022203795556151817}
{"data_time": 0.006715358234941959, "eta_seconds": 3034.290201493539, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.035590638415731894, "fast_rcnn/fg_cls_accuracy": 0.9644093615842682, "iteration": 27999, "loss_box_reg": 0.004809534002561122, "loss_cls": 0.016870123043190688, "loss_rpn_cls": 0.0002531551914444208, "loss_rpn_loc": 0.0008782769546087366, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7512407107278705, "total_loss": 0.022372837748093843}
{"data_time": 0.006793612614274025, "eta_seconds": 3019.1225424008444, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06285355122564425, "fast_rcnn/fg_cls_accuracy": 0.9371464487743557, "iteration": 28019, "loss_box_reg": 0.004726167797343805, "loss_cls": 0.0156648617121391, "loss_rpn_cls": 0.0001474759419579641, "loss_rpn_loc": 0.0007639004652446602, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7631965568289161, "total_loss": 0.02218600982314456}
{"data_time": 0.007766725495457649, "eta_seconds": 3005.3375382954255, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06646126760563381, "fast_rcnn/fg_cls_accuracy": 0.9335387323943662, "iteration": 28039, "loss_box_reg": 0.004750684282043949, "loss_cls": 0.016444041684735566, "loss_rpn_cls": 0.0001754582555122397, "loss_rpn_loc": 0.0008236454668804072, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.767316309735179, "total_loss": 0.02286298546709986}
{"data_time": 0.006726856343448162, "eta_seconds": 2990.9571892889217, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.061303827751196166, "fast_rcnn/fg_cls_accuracy": 0.9386961722488039, "iteration": 28059, "loss_box_reg": 0.00478306773584336, "loss_cls": 0.016022350871935487, "loss_rpn_cls": 0.00012611335944257007, "loss_rpn_loc": 0.0007220526713354047, "lr": 0.001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7645248277112842, "total_loss": 0.02185566493380975}
{"data_time": 0.006564554758369923, "eta_seconds": 2976.5630343072116, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04121964991530209, "fast_rcnn/fg_cls_accuracy": 0.9587803500846979, "iteration": 28079, "loss_box_reg": 0.004719092190498486, "loss_cls": 0.016135044395923615, "loss_rpn_cls": 0.00014012526480655652, "loss_rpn_loc": 0.0007701097711105831, "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": 0.7565701091662049, "total_loss": 0.02183638395717935}
{"data_time": 0.00763397291302681, "eta_seconds": 2959.2146477103233, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.05430196294257934, "fast_rcnn/fg_cls_accuracy": 0.9456980370574206, "iteration": 28099, "loss_box_reg": 0.0047843087231740355, "loss_cls": 0.015186452947091311, "loss_rpn_cls": 0.00016669682173642286, "loss_rpn_loc": 0.0007624990284966771, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7440032521262765, "total_loss": 0.020827108603839406}
{"data_time": 0.0072804782539606094, "eta_seconds": 2942.426928864792, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.034860357645167775, "fast_rcnn/fg_cls_accuracy": 0.9651396423548322, "iteration": 28119, "loss_box_reg": 0.004885917442152277, "loss_cls": 0.015466834942344576, "loss_rpn_cls": 0.0001376717782477499, "loss_rpn_loc": 0.0008053017445490696, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7480215420946479, "total_loss": 0.02154205898204964}
{"data_time": 0.0069796061143279076, "eta_seconds": 2926.776807946153, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.04702665755297335, "fast_rcnn/fg_cls_accuracy": 0.9529733424470266, "iteration": 28139, "loss_box_reg": 0.004895950231002644, "loss_cls": 0.01624525198712945, "loss_rpn_cls": 0.000196438934381149, "loss_rpn_loc": 0.0008800754440017045, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7676574159413576, "total_loss": 0.022107434061808817}
{"data_time": 0.00785368774086237, "eta_seconds": 2911.863445837982, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.04884586746090841, "fast_rcnn/fg_cls_accuracy": 0.9511541325390915, "iteration": 28159, "loss_box_reg": 0.004793855187017471, "loss_cls": 0.013008681708015501, "loss_rpn_cls": 0.000125304436096485, "loss_rpn_loc": 0.0008422964710916858, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7673389706760645, "total_loss": 0.019136786766466685}
{"data_time": 0.006566067226231098, "eta_seconds": 2896.701438830234, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05040526849037487, "fast_rcnn/fg_cls_accuracy": 0.9495947315096251, "iteration": 28179, "loss_box_reg": 0.005028666462749243, "loss_cls": 0.01658964203670621, "loss_rpn_cls": 0.000137907145472127, "loss_rpn_loc": 0.0007164184062276036, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7513061007484794, "total_loss": 0.023302951365621993}
{"data_time": 0.006664108484983444, "eta_seconds": 2882.1295462120324, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.05135802469135803, "fast_rcnn/fg_cls_accuracy": 0.9486419753086419, "iteration": 28199, "loss_box_reg": 0.004833129554754123, "loss_cls": 0.014282925461884588, "loss_rpn_cls": 0.00015051239142849226, "loss_rpn_loc": 0.0008512629428878427, "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": 0.7539515411481261, "total_loss": 0.021248855368639852}
{"data_time": 0.007116206921637058, "eta_seconds": 2866.325481666252, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.01668520578420467, "fast_rcnn/fg_cls_accuracy": 0.9833147942157954, "iteration": 28219, "loss_box_reg": 0.004921555955661461, "loss_cls": 0.015362769830971956, "loss_rpn_cls": 0.0001227534187364654, "loss_rpn_loc": 0.000898107227840228, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7585413018241525, "total_loss": 0.02185224584468415}
{"data_time": 0.0073248958215117455, "eta_seconds": 2850.4639196256176, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06429548563611491, "fast_rcnn/fg_cls_accuracy": 0.9357045143638851, "iteration": 28239, "loss_box_reg": 0.004754363530082628, "loss_cls": 0.0161257260479033, "loss_rpn_cls": 0.0001382624693633261, "loss_rpn_loc": 0.0009742242655192968, "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": 0.7536262944340706, "total_loss": 0.02228900827412872}
{"data_time": 0.006849166005849838, "eta_seconds": 2833.835767437704, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.045518475898222735, "fast_rcnn/fg_cls_accuracy": 0.9544815241017772, "iteration": 28259, "loss_box_reg": 0.004839991859626025, "loss_cls": 0.016403127054218203, "loss_rpn_cls": 0.0001997123194996675, "loss_rpn_loc": 0.0007668029647902586, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7534525683149695, "total_loss": 0.022426085935421725}
{"data_time": 0.006657361052930355, "eta_seconds": 2814.769420695491, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.048953140578265206, "fast_rcnn/fg_cls_accuracy": 0.9510468594217347, "iteration": 28279, "loss_box_reg": 0.004597098508384079, "loss_cls": 0.017704934463836253, "loss_rpn_cls": 0.00015327490518757259, "loss_rpn_loc": 0.000728788767446531, "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": 0.7540822932496667, "total_loss": 0.02372423119584255}
{"data_time": 0.0071018049493432045, "eta_seconds": 2798.723452979699, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.06762890341321715, "fast_rcnn/fg_cls_accuracy": 0.9323710965867829, "iteration": 28299, "loss_box_reg": 0.004738659947179258, "loss_cls": 0.01523851731326431, "loss_rpn_cls": 0.00015189166336426752, "loss_rpn_loc": 0.0009017560041684192, "lr": 0.001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.763962303288281, "total_loss": 0.02128981218197623}
{"data_time": 0.0074317725375294685, "eta_seconds": 2788.249039756134, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.06876456876456877, "fast_rcnn/fg_cls_accuracy": 0.9312354312354313, "iteration": 28319, "loss_box_reg": 0.004942885308992118, "loss_cls": 0.015503844595514238, "loss_rpn_cls": 0.00013572854811627622, "loss_rpn_loc": 0.0007286325853783637, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.765174264088273, "total_loss": 0.021049627884394795}
{"data_time": 0.007063985802233219, "eta_seconds": 2773.704572356306, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06103896103896103, "fast_rcnn/fg_cls_accuracy": 0.938961038961039, "iteration": 28339, "loss_box_reg": 0.0046857824781909585, "loss_cls": 0.015602978819515556, "loss_rpn_cls": 0.0001216565369759337, "loss_rpn_loc": 0.0007622963457833976, "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": 0.757854925468564, "total_loss": 0.02122738529385515}
{"data_time": 0.006807764992117882, "eta_seconds": 2756.5723788598552, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.054959533220402784, "fast_rcnn/fg_cls_accuracy": 0.9450404667795972, "iteration": 28359, "loss_box_reg": 0.004705592553364113, "loss_cls": 0.014997846446931362, "loss_rpn_cls": 0.00016823875148475054, "loss_rpn_loc": 0.0008818942806101404, "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": 0.7563367132097483, "total_loss": 0.021152199133666727}
{"data_time": 0.0066247861832380295, "eta_seconds": 2740.023021709174, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.061072261072261075, "fast_rcnn/fg_cls_accuracy": 0.938927738927739, "iteration": 28379, "loss_box_reg": 0.004867006442509592, "loss_cls": 0.01548725349130109, "loss_rpn_cls": 0.0001353441957121504, "loss_rpn_loc": 0.0007138095970731229, "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": 0.7748366734012961, "total_loss": 0.022328124519162884}
{"data_time": 0.007288842462003231, "eta_seconds": 2726.2886943900958, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.06187929717341482, "fast_rcnn/fg_cls_accuracy": 0.9381207028265852, "iteration": 28399, "loss_box_reg": 0.004920374456560239, "loss_cls": 0.016318481822963804, "loss_rpn_cls": 0.00012968448800165788, "loss_rpn_loc": 0.0006201220312505029, "lr": 0.001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7654287125915289, "total_loss": 0.022088373282485918}
{"data_time": 0.0072008827701210976, "eta_seconds": 2709.754885595292, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.06599378881987578, "fast_rcnn/fg_cls_accuracy": 0.9340062111801242, "iteration": 28419, "loss_box_reg": 0.004842766094952822, "loss_cls": 0.017300689651165158, "loss_rpn_cls": 0.0002130350510469725, "loss_rpn_loc": 0.0008081209380179644, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7769281649962068, "total_loss": 0.023034380494436846}
{"data_time": 0.006882702000439167, "eta_seconds": 2696.0050099203363, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05548714791442204, "fast_rcnn/fg_cls_accuracy": 0.9445128520855779, "iteration": 28439, "loss_box_reg": 0.0046634623722638935, "loss_cls": 0.014709839131683111, "loss_rpn_cls": 0.00017165968989729663, "loss_rpn_loc": 0.0008544697921024635, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7607015231624246, "total_loss": 0.02136169582183811}
{"data_time": 0.007408285513520241, "eta_seconds": 2678.8456117166206, "fast_rcnn/cls_accuracy": 0.9951171875, "fast_rcnn/false_negative": 0.03578317901234568, "fast_rcnn/fg_cls_accuracy": 0.9642168209876543, "iteration": 28459, "loss_box_reg": 0.00476929044816643, "loss_cls": 0.017277428531087935, "loss_rpn_cls": 0.00010048133799500647, "loss_rpn_loc": 0.0009319480232079513, "lr": 0.001, "roi_head/num_bg_samples": 494.125, "roi_head/num_fg_samples": 17.875, "rpn/num_neg_anchors": 250.125, "rpn/num_pos_anchors": 5.875, "time": 0.7366457916796207, "total_loss": 0.02320488201394255}
{"data_time": 0.0073156291618943214, "eta_seconds": 2667.1841050917283, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.028577260665441927, "fast_rcnn/fg_cls_accuracy": 0.971422739334558, "iteration": 28479, "loss_box_reg": 0.00458205898758024, "loss_cls": 0.017155664216261357, "loss_rpn_cls": 0.00013074961657366657, "loss_rpn_loc": 0.0008170714936568402, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7549472283571959, "total_loss": 0.022727481967422136}
{"data_time": 0.006816262379288673, "eta_seconds": 2653.196770861745, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.06817763036668509, "fast_rcnn/fg_cls_accuracy": 0.9318223696333149, "iteration": 28499, "loss_box_reg": 0.004746561869978905, "loss_cls": 0.015495651634410024, "loss_rpn_cls": 0.0001807474868655845, "loss_rpn_loc": 0.000986148796073394, "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": 0.7548695430159569, "total_loss": 0.02187408882878117}
{"data_time": 0.007032633759081364, "eta_seconds": 2638.5717481421307, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.06799815285153545, "fast_rcnn/fg_cls_accuracy": 0.9320018471484646, "iteration": 28519, "loss_box_reg": 0.004903975699562579, "loss_cls": 0.015381118573714048, "loss_rpn_cls": 0.00014760392082280305, "loss_rpn_loc": 0.0007988724682945758, "lr": 0.001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7621162654832006, "total_loss": 0.02104254317282539}
{"data_time": 0.007261688821017742, "eta_seconds": 2622.1774173518643, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.048722349351639965, "fast_rcnn/fg_cls_accuracy": 0.95127765064836, "iteration": 28539, "loss_box_reg": 0.0048510585620533675, "loss_cls": 0.014782444573938847, "loss_rpn_cls": 9.854833194822277e-05, "loss_rpn_loc": 0.0007214545621536672, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7614596551284194, "total_loss": 0.02140215606414131}
{"data_time": 0.006867166608572006, "eta_seconds": 2608.8356254119426, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.029816849816849816, "fast_rcnn/fg_cls_accuracy": 0.9701831501831502, "iteration": 28559, "loss_box_reg": 0.0046447504428215325, "loss_cls": 0.01342269394081086, "loss_rpn_cls": 0.00013763655920229212, "loss_rpn_loc": 0.0009030568689922802, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7780587393790483, "total_loss": 0.018960393090196703}
{"data_time": 0.006870010867714882, "eta_seconds": 2593.9099588738754, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.03684448462929475, "fast_rcnn/fg_cls_accuracy": 0.9631555153707052, "iteration": 28579, "loss_box_reg": 0.0049262419051956385, "loss_cls": 0.016006975201889873, "loss_rpn_cls": 0.0001306893609580584, "loss_rpn_loc": 0.0008070923140621744, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7615637639537454, "total_loss": 0.02136668033699607}
{"data_time": 0.007505240850150585, "eta_seconds": 2578.2525689359754, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06124357176250585, "fast_rcnn/fg_cls_accuracy": 0.9387564282374941, "iteration": 28599, "loss_box_reg": 0.004652189556509256, "loss_cls": 0.014790691551752388, "loss_rpn_cls": 0.00024294041566008673, "loss_rpn_loc": 0.0009442529262742028, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.755867563188076, "total_loss": 0.02130723566006054}
{"data_time": 0.00683970283716917, "eta_seconds": 2563.863234576769, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04527027027027027, "fast_rcnn/fg_cls_accuracy": 0.9547297297297297, "iteration": 28619, "loss_box_reg": 0.00497453537536785, "loss_cls": 0.0146640531020239, "loss_rpn_cls": 0.0001465841087338049, "loss_rpn_loc": 0.000709019077476114, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7703865766525269, "total_loss": 0.021139927516969692}
{"data_time": 0.006975001655519009, "eta_seconds": 2548.4828042546287, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.052814938684503904, "fast_rcnn/fg_cls_accuracy": 0.9471850613154961, "iteration": 28639, "loss_box_reg": 0.004732224682811648, "loss_cls": 0.016725609835702926, "loss_rpn_cls": 0.00014199223073774192, "loss_rpn_loc": 0.0007949252249090932, "lr": 0.001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7652029525488615, "total_loss": 0.022759826382639403}
{"data_time": 0.007349932566285133, "eta_seconds": 2534.4106993079185, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.05442428730099963, "fast_rcnn/fg_cls_accuracy": 0.9455757126990003, "iteration": 28659, "loss_box_reg": 0.0048718460311647505, "loss_cls": 0.014693758683279157, "loss_rpn_cls": 0.00011247300494687806, "loss_rpn_loc": 0.0009588819229975343, "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": 0.7617010623216629, "total_loss": 0.0216887092090019}
{"data_time": 0.006537626497447491, "eta_seconds": 2519.2391297221184, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.05864197530864197, "fast_rcnn/fg_cls_accuracy": 0.941358024691358, "iteration": 28679, "loss_box_reg": 0.004830586607567966, "loss_cls": 0.016130820149555802, "loss_rpn_cls": 0.0001854873018487524, "loss_rpn_loc": 0.0009266799970646389, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7597949607297778, "total_loss": 0.02166826436905467}
{"data_time": 0.007398117333650589, "eta_seconds": 2504.067560136318, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06421356421356421, "fast_rcnn/fg_cls_accuracy": 0.9357864357864358, "iteration": 28699, "loss_box_reg": 0.004962599748978391, "loss_cls": 0.014653459831606597, "loss_rpn_cls": 0.00017282369208260207, "loss_rpn_loc": 0.0007139545741665643, "lr": 0.001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7433677893131971, "total_loss": 0.02081870252072804}
{"data_time": 0.0069474466145038605, "eta_seconds": 2488.0317280823365, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.04522357723577236, "fast_rcnn/fg_cls_accuracy": 0.9547764227642277, "iteration": 28719, "loss_box_reg": 0.004641107021598145, "loss_cls": 0.014494100934825838, "loss_rpn_cls": 0.0001619057188690931, "loss_rpn_loc": 0.0008976054486993235, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.7576031433418393, "total_loss": 0.020590205311037835}
{"data_time": 0.007076242007315159, "eta_seconds": 2472.86542678345, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.041126760563380285, "fast_rcnn/fg_cls_accuracy": 0.9588732394366197, "iteration": 28739, "loss_box_reg": 0.004883349407464266, "loss_cls": 0.015917940821964294, "loss_rpn_cls": 0.0001799852525437018, "loss_rpn_loc": 0.0007743490859866142, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.755916235037148, "total_loss": 0.02140278225124348}
{"data_time": 0.007655738852918148, "eta_seconds": 2457.2230427293107, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.049774220032840724, "fast_rcnn/fg_cls_accuracy": 0.9502257799671592, "iteration": 28759, "loss_box_reg": 0.004588878800859675, "loss_cls": 0.015266663976944983, "loss_rpn_cls": 0.0001120437248118833, "loss_rpn_loc": 0.0007412701488647144, "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": 0.769515267573297, "total_loss": 0.020988281112295226}
{"data_time": 0.006546199321746826, "eta_seconds": 2439.931838256307, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.049836601307189546, "fast_rcnn/fg_cls_accuracy": 0.9501633986928104, "iteration": 28779, "loss_box_reg": 0.004742762015666813, "loss_cls": 0.01585656887618825, "loss_rpn_cls": 0.00011345452048772131, "loss_rpn_loc": 0.0008218932925956324, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7399685112759471, "total_loss": 0.02159467454850983}
{"data_time": 0.007214837707579136, "eta_seconds": 2424.7816871339455, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.040329052969502406, "fast_rcnn/fg_cls_accuracy": 0.9596709470304976, "iteration": 28799, "loss_box_reg": 0.004841285233851522, "loss_cls": 0.015064974024426192, "loss_rpn_cls": 0.00012841242596550728, "loss_rpn_loc": 0.0008549697740818374, "lr": 0.001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.748625804670155, "total_loss": 0.0208613227503065}
{"data_time": 0.006938588805496693, "eta_seconds": 2409.9428127482533, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.024614919963757174, "fast_rcnn/fg_cls_accuracy": 0.9753850800362428, "iteration": 28819, "loss_box_reg": 0.00467794289579615, "loss_cls": 0.015732629224658012, "loss_rpn_cls": 0.000150402351152934, "loss_rpn_loc": 0.0006740717435604893, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7584779346361756, "total_loss": 0.0211886444863012}
{"data_time": 0.006507742218673229, "eta_seconds": 2394.2639388162643, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.02821939586645469, "fast_rcnn/fg_cls_accuracy": 0.9717806041335453, "iteration": 28839, "loss_box_reg": 0.004662839986849576, "loss_cls": 0.015331925998907536, "loss_rpn_cls": 0.00014492713455638295, "loss_rpn_loc": 0.0006821233473601751, "lr": 0.0001, "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": 0.7302418062463403, "total_loss": 0.020917181159802567}
{"data_time": 0.007237435318529606, "eta_seconds": 2378.727074819617, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.0817454268292683, "fast_rcnn/fg_cls_accuracy": 0.9182545731707317, "iteration": 28859, "loss_box_reg": 0.004499498580116779, "loss_cls": 0.015686979924794286, "loss_rpn_cls": 0.0001596426939158846, "loss_rpn_loc": 0.0007150969722715672, "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": 0.7687755171209574, "total_loss": 0.02148611683287527}
{"data_time": 0.006252644583582878, "eta_seconds": 2364.065540092066, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.05676328502415459, "fast_rcnn/fg_cls_accuracy": 0.9432367149758454, "iteration": 28879, "loss_box_reg": 0.004616746446117759, "loss_cls": 0.013811396609526128, "loss_rpn_cls": 9.730403735375148e-05, "loss_rpn_loc": 0.0006950198621780146, "lr": 0.0001, "roi_head/num_bg_samples": 494.125, "roi_head/num_fg_samples": 17.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7621453879401088, "total_loss": 0.019443583682914323}
{"data_time": 0.006611080840229988, "eta_seconds": 2349.4614705648273, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.061056511056511054, "fast_rcnn/fg_cls_accuracy": 0.9389434889434889, "iteration": 28899, "loss_box_reg": 0.00455381695064716, "loss_cls": 0.01614520518342033, "loss_rpn_cls": 0.00015319164367610938, "loss_rpn_loc": 0.0006833093775640009, "lr": 0.0001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7555685667321086, "total_loss": 0.02152627579420141}
{"data_time": 0.007153217680752277, "eta_seconds": 2333.8166951118037, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04002846468599893, "fast_rcnn/fg_cls_accuracy": 0.959971535314001, "iteration": 28919, "loss_box_reg": 0.004611332493368536, "loss_cls": 0.015983709192369133, "loss_rpn_cls": 0.00021038577375520617, "loss_rpn_loc": 0.0007019405602477491, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7413965342566371, "total_loss": 0.02132753129080811}
{"data_time": 0.0071192458271980286, "eta_seconds": 2318.66695999261, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.06371753246753246, "fast_rcnn/fg_cls_accuracy": 0.9362824675324675, "iteration": 28939, "loss_box_reg": 0.004576412291498855, "loss_cls": 0.015215594146866351, "loss_rpn_cls": 0.00012565888948756765, "loss_rpn_loc": 0.0006170124652271625, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7672403138130903, "total_loss": 0.0205438002790288}
{"data_time": 0.006978391669690609, "eta_seconds": 2304.0985892005265, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05573643410852713, "fast_rcnn/fg_cls_accuracy": 0.9442635658914729, "iteration": 28959, "loss_box_reg": 0.00447330524912104, "loss_cls": 0.01424158364534378, "loss_rpn_cls": 0.00017347855282423552, "loss_rpn_loc": 0.0007441705238306895, "lr": 0.0001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7655474478378892, "total_loss": 0.019469563272508594}
{"data_time": 0.007282514125108719, "eta_seconds": 2288.9450305737555, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.04811293575338519, "fast_rcnn/fg_cls_accuracy": 0.9518870642466148, "iteration": 28979, "loss_box_reg": 0.00434820432565175, "loss_cls": 0.015301107196137309, "loss_rpn_cls": 0.0002931387616627035, "loss_rpn_loc": 0.0006431520923797507, "lr": 0.0001, "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": 0.7608252670615911, "total_loss": 0.020467831368478073}
{"data_time": 0.007075300440192223, "eta_seconds": 2274.7988681541756, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.03317448680351906, "fast_rcnn/fg_cls_accuracy": 0.9668255131964809, "iteration": 28999, "loss_box_reg": 0.004431471257703379, "loss_cls": 0.016249169304501265, "loss_rpn_cls": 0.00023313013184633746, "loss_rpn_loc": 0.0007481018074031454, "lr": 0.0001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7560229850932956, "total_loss": 0.021851732739605723}
{"data_time": 0.0066901445388793945, "eta_seconds": 2259.0296148443595, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.03921736158578264, "fast_rcnn/fg_cls_accuracy": 0.9607826384142173, "iteration": 29019, "loss_box_reg": 0.0044968086294829845, "loss_cls": 0.015589625458233058, "loss_rpn_cls": 0.00019017226236428542, "loss_rpn_loc": 0.0006544956377183553, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7563196560367942, "total_loss": 0.021039049181808878}
{"data_time": 0.007107877172529697, "eta_seconds": 2242.893540037796, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.05613289245788065, "fast_rcnn/fg_cls_accuracy": 0.9438671075421193, "iteration": 29039, "loss_box_reg": 0.004515438136877492, "loss_cls": 0.016072944330517203, "loss_rpn_cls": 0.00013823667541146278, "loss_rpn_loc": 0.000724296838598093, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7430068226531148, "total_loss": 0.02200840028416451}
{"data_time": 0.007386551238596439, "eta_seconds": 2227.7439720537513, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.029418126757516764, "fast_rcnn/fg_cls_accuracy": 0.9705818732424832, "iteration": 29059, "loss_box_reg": 0.004262891074176878, "loss_cls": 0.014940404973458499, "loss_rpn_cls": 0.00010679839039084982, "loss_rpn_loc": 0.000691289511451032, "lr": 0.0001, "roi_head/num_bg_samples": 493.875, "roi_head/num_fg_samples": 18.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7599679715931416, "total_loss": 0.020561328549320024}
{"data_time": 0.007782980799674988, "eta_seconds": 2212.594404069707, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.04738805970149254, "fast_rcnn/fg_cls_accuracy": 0.9526119402985074, "iteration": 29079, "loss_box_reg": 0.004375488293590024, "loss_cls": 0.01579024863895029, "loss_rpn_cls": 0.0001372470956084726, "loss_rpn_loc": 0.0007290853463928215, "lr": 0.0001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.752161743119359, "total_loss": 0.02096694426097656}
{"data_time": 0.007156354375183582, "eta_seconds": 2198.7773285536095, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.03196117804551539, "fast_rcnn/fg_cls_accuracy": 0.9680388219544847, "iteration": 29099, "loss_box_reg": 0.004383886873256415, "loss_cls": 0.015871248731855303, "loss_rpn_cls": 0.00011498085109451495, "loss_rpn_loc": 0.0006592315621674061, "lr": 0.0001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7780793216079473, "total_loss": 0.021407635273533288}
{"data_time": 0.006802022457122803, "eta_seconds": 2184.5221538404003, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04273633343400785, "fast_rcnn/fg_cls_accuracy": 0.9572636665659922, "iteration": 29119, "loss_box_reg": 0.004556872532702982, "loss_cls": 0.016160687140654773, "loss_rpn_cls": 0.00012021021507280238, "loss_rpn_loc": 0.0006841938302386552, "lr": 0.0001, "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": 0.7623501652851701, "total_loss": 0.021581217716402534}
{"data_time": 0.007523799315094948, "eta_seconds": 2168.594297730364, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05715447154471545, "fast_rcnn/fg_cls_accuracy": 0.9428455284552846, "iteration": 29139, "loss_box_reg": 0.004373298346763477, "loss_cls": 0.01489475998096168, "loss_rpn_cls": 0.00014487764246950974, "loss_rpn_loc": 0.0005762712316936813, "lr": 0.0001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7374245952814817, "total_loss": 0.020808236928587576}
{"data_time": 0.007019074633717537, "eta_seconds": 2153.3010652950034, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.04632929436920884, "fast_rcnn/fg_cls_accuracy": 0.9536707056307911, "iteration": 29159, "loss_box_reg": 0.004375252814497799, "loss_cls": 0.014452833973336965, "loss_rpn_cls": 0.00018782660231408954, "loss_rpn_loc": 0.0007583675942441914, "lr": 0.0001, "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": 0.7591189192607999, "total_loss": 0.018895627912002055}
{"data_time": 0.00772388931363821, "eta_seconds": 2137.29476961866, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.03377609108159393, "fast_rcnn/fg_cls_accuracy": 0.9662239089184061, "iteration": 29179, "loss_box_reg": 0.004760959418490529, "loss_cls": 0.014362112095113844, "loss_rpn_cls": 0.00012627215664906544, "loss_rpn_loc": 0.000751724775909679, "lr": 0.0001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7419981816783547, "total_loss": 0.019824475406096553}
{"data_time": 0.007214350625872612, "eta_seconds": 2120.707754995674, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.047055586130985136, "fast_rcnn/fg_cls_accuracy": 0.9529444138690149, "iteration": 29199, "loss_box_reg": 0.004415779054397717, "loss_cls": 0.016283821139950305, "loss_rpn_cls": 0.00013326615737696557, "loss_rpn_loc": 0.0006657479498244356, "lr": 0.0001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7448109816759825, "total_loss": 0.021380704183002308}
{"data_time": 0.006992612034082413, "eta_seconds": 2105.5652504973114, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.061072261072261075, "fast_rcnn/fg_cls_accuracy": 0.938927738927739, "iteration": 29219, "loss_box_reg": 0.004459494084585458, "loss_cls": 0.01423075597267598, "loss_rpn_cls": 0.00015323234629249782, "loss_rpn_loc": 0.0006096615943533834, "lr": 0.0001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7577587347477674, "total_loss": 0.019846719530846713}
{"data_time": 0.0066423239186406136, "eta_seconds": 2090.1100865639746, "fast_rcnn/cls_accuracy": 0.9951171875, "fast_rcnn/false_negative": 0.046031746031746035, "fast_rcnn/fg_cls_accuracy": 0.9539682539682539, "iteration": 29239, "loss_box_reg": 0.004383082705317065, "loss_cls": 0.014775075833313167, "loss_rpn_cls": 0.00019899264316336485, "loss_rpn_loc": 0.0006669312751910184, "lr": 0.0001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7479922641068697, "total_loss": 0.020611038812148763}
{"data_time": 0.007256874814629555, "eta_seconds": 2075.0436291759834, "fast_rcnn/cls_accuracy": 0.992919921875, "fast_rcnn/false_negative": 0.0519831223628692, "fast_rcnn/fg_cls_accuracy": 0.9480168776371307, "iteration": 29259, "loss_box_reg": 0.004523987416177988, "loss_cls": 0.014738837780896574, "loss_rpn_cls": 0.00017034617462741153, "loss_rpn_loc": 0.0007220934094220866, "lr": 0.0001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7578440988436341, "total_loss": 0.02043331699292139}
{"data_time": 0.006883309222757816, "eta_seconds": 2061.068877261132, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06866750471401634, "fast_rcnn/fg_cls_accuracy": 0.9313324952859836, "iteration": 29279, "loss_box_reg": 0.0043217455968260765, "loss_cls": 0.013305852422490716, "loss_rpn_cls": 0.0001244634270278766, "loss_rpn_loc": 0.000769464091717964, "lr": 0.0001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7777179330587387, "total_loss": 0.018375891866526217}
{"data_time": 0.006829726509749889, "eta_seconds": 2044.9952325038612, "fast_rcnn/cls_accuracy": 0.995361328125, "fast_rcnn/false_negative": 0.025708635464733027, "fast_rcnn/fg_cls_accuracy": 0.974291364535267, "iteration": 29299, "loss_box_reg": 0.004486159770749509, "loss_cls": 0.015361284662503749, "loss_rpn_cls": 0.0001907136494878614, "loss_rpn_loc": 0.0007043867335596588, "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": 0.7524108216166496, "total_loss": 0.020842064577664132}
{"data_time": 0.008394060656428337, "eta_seconds": 2029.0580573249608, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.0544995544995545, "fast_rcnn/fg_cls_accuracy": 0.9455004455004454, "iteration": 29319, "loss_box_reg": 0.004418749478645623, "loss_cls": 0.015486752090509981, "loss_rpn_cls": 0.0001140509556876168, "loss_rpn_loc": 0.000634829168120632, "lr": 0.0001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7462828233838081, "total_loss": 0.020964162412610676}
{"data_time": 0.007215241901576519, "eta_seconds": 2014.4088882096112, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.04196009389671361, "fast_rcnn/fg_cls_accuracy": 0.9580399061032864, "iteration": 29339, "loss_box_reg": 0.00435882993042469, "loss_cls": 0.013256385922431946, "loss_rpn_cls": 0.00017369407885325927, "loss_rpn_loc": 0.000741820469556842, "lr": 0.0001, "roi_head/num_bg_samples": 494.125, "roi_head/num_fg_samples": 17.875, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.769048860296607, "total_loss": 0.019174890932390554}
{"data_time": 0.006859170272946358, "eta_seconds": 1999.3397390199825, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.054212454212454214, "fast_rcnn/fg_cls_accuracy": 0.9457875457875458, "iteration": 29359, "loss_box_reg": 0.0044456788746174425, "loss_cls": 0.015178035479038954, "loss_rpn_cls": 0.00012451758698261983, "loss_rpn_loc": 0.0006899665459059179, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7604125998914242, "total_loss": 0.02075589841592773}
{"data_time": 0.007102840580046177, "eta_seconds": 1983.9829450063407, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.03896761133603239, "fast_rcnn/fg_cls_accuracy": 0.9610323886639676, "iteration": 29379, "loss_box_reg": 0.004682547994889319, "loss_cls": 0.015839441446587443, "loss_rpn_cls": 0.0002216798325207492, "loss_rpn_loc": 0.0007733958300377708, "lr": 0.0001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7629236578941345, "total_loss": 0.021775941488385797}
{"data_time": 0.006647375412285328, "eta_seconds": 1968.5117519963533, "fast_rcnn/cls_accuracy": 0.99560546875, "fast_rcnn/false_negative": 0.023392612859097127, "fast_rcnn/fg_cls_accuracy": 0.9766073871409029, "iteration": 29399, "loss_box_reg": 0.004505108576267958, "loss_cls": 0.014851207786705345, "loss_rpn_cls": 0.00018886264069806202, "loss_rpn_loc": 0.0007385653188975994, "lr": 0.0001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7493864605203271, "total_loss": 0.020647941223614907}
{"data_time": 0.0077604735270142555, "eta_seconds": 1953.3751756642014, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.08477011494252873, "fast_rcnn/fg_cls_accuracy": 0.9152298850574713, "iteration": 29419, "loss_box_reg": 0.004494269232964143, "loss_cls": 0.016930205572862178, "loss_rpn_cls": 0.00018961117916660442, "loss_rpn_loc": 0.0006849140117992647, "lr": 0.0001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7599223600700498, "total_loss": 0.022996502737782976}
{"data_time": 0.007535037584602833, "eta_seconds": 1938.5655559562147, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.062380952380952384, "fast_rcnn/fg_cls_accuracy": 0.9376190476190476, "iteration": 29439, "loss_box_reg": 0.004405330284498632, "loss_cls": 0.016053494007792324, "loss_rpn_cls": 0.00010163638728499791, "loss_rpn_loc": 0.0005790805371361785, "lr": 0.0001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7704875404015183, "total_loss": 0.02099134584091189}
{"data_time": 0.00757625512778759, "eta_seconds": 1923.567450184375, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.036590807675145026, "fast_rcnn/fg_cls_accuracy": 0.9634091923248549, "iteration": 29459, "loss_box_reg": 0.004243106523063034, "loss_cls": 0.015895097283646464, "loss_rpn_cls": 0.00011935354098113748, "loss_rpn_loc": 0.0006912958342581987, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7513317493721843, "total_loss": 0.021992690460137965}
{"data_time": 0.006397301331162453, "eta_seconds": 1909.0881155058742, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.031746031746031744, "fast_rcnn/fg_cls_accuracy": 0.9682539682539683, "iteration": 29479, "loss_box_reg": 0.004554922430543229, "loss_cls": 0.015141960582695901, "loss_rpn_cls": 0.00015059542897688516, "loss_rpn_loc": 0.0007133393519325182, "lr": 0.0001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7644325997680426, "total_loss": 0.020426505763339264}
{"data_time": 0.00677482970058918, "eta_seconds": 1894.5208006929606, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.059225195094760305, "fast_rcnn/fg_cls_accuracy": 0.9407748049052397, "iteration": 29499, "loss_box_reg": 0.004406528343679383, "loss_cls": 0.013885530177503824, "loss_rpn_cls": 0.0003776796816055139, "loss_rpn_loc": 0.0006396669377863873, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7661747764796019, "total_loss": 0.01971088875473015}
{"data_time": 0.007199999876320362, "eta_seconds": 1878.146731171757, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.044582043343653247, "fast_rcnn/fg_cls_accuracy": 0.9554179566563468, "iteration": 29519, "loss_box_reg": 0.004401496291393414, "loss_cls": 0.016514656832441688, "loss_rpn_cls": 0.00013491649406205397, "loss_rpn_loc": 0.0006151353627501521, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7489742562174797, "total_loss": 0.022333788149211387}
{"data_time": 0.007013767026364803, "eta_seconds": 1862.8699075393379, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.04486607142857143, "fast_rcnn/fg_cls_accuracy": 0.9551339285714286, "iteration": 29539, "loss_box_reg": 0.004240207024849951, "loss_cls": 0.015095921757165343, "loss_rpn_cls": 0.00015381422326754546, "loss_rpn_loc": 0.0006700541343889199, "lr": 0.0001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7566987266764045, "total_loss": 0.020278943878111022}
{"data_time": 0.006580689921975136, "eta_seconds": 1847.7307778559625, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.030231495583307948, "fast_rcnn/fg_cls_accuracy": 0.969768504416692, "iteration": 29559, "loss_box_reg": 0.004357801401056349, "loss_cls": 0.01496537879575044, "loss_rpn_cls": 0.00011186752578851156, "loss_rpn_loc": 0.0006671539740636945, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7772723017260432, "total_loss": 0.020735676777576373}
{"data_time": 0.007766821421682835, "eta_seconds": 1832.2825650069863, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04163162321278385, "fast_rcnn/fg_cls_accuracy": 0.9583683767872162, "iteration": 29579, "loss_box_reg": 0.0045466486481018364, "loss_cls": 0.014623330149333924, "loss_rpn_cls": 0.00014069654025661293, "loss_rpn_loc": 0.0006578583524969872, "lr": 0.0001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7508934559300542, "total_loss": 0.0199197008611236}
{"data_time": 0.006479151546955109, "eta_seconds": 1816.6785375280306, "fast_rcnn/cls_accuracy": 0.990234375, "fast_rcnn/false_negative": 0.07148692810457516, "fast_rcnn/fg_cls_accuracy": 0.9285130718954249, "iteration": 29599, "loss_box_reg": 0.0044130306341685355, "loss_cls": 0.016711028525605798, "loss_rpn_cls": 0.00021563692860127048, "loss_rpn_loc": 0.0006066250425647013, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7501027621328831, "total_loss": 0.021870159266882183}
{"data_time": 0.0076595088467001915, "eta_seconds": 1798.966953474097, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.06119951040391677, "fast_rcnn/fg_cls_accuracy": 0.9388004895960832, "iteration": 29619, "loss_box_reg": 0.00451248703757301, "loss_cls": 0.014445082459133118, "loss_rpn_cls": 0.00011793854169184215, "loss_rpn_loc": 0.0007023904254310764, "lr": 0.0001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7565748784691095, "total_loss": 0.020054418398103735}
{"data_time": 0.007191586308181286, "eta_seconds": 1782.5544676138088, "fast_rcnn/cls_accuracy": 0.989990234375, "fast_rcnn/false_negative": 0.06841027550260612, "fast_rcnn/fg_cls_accuracy": 0.9315897244973939, "iteration": 29639, "loss_box_reg": 0.004345317691331729, "loss_cls": 0.014768148015718907, "loss_rpn_cls": 0.00013194977918828954, "loss_rpn_loc": 0.000686348052113317, "lr": 0.0001, "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": 0.7458692556247115, "total_loss": 0.02035693940104011}
{"data_time": 0.006967393681406975, "eta_seconds": 1767.9313137447461, "fast_rcnn/cls_accuracy": 0.989501953125, "fast_rcnn/false_negative": 0.08920454545454545, "fast_rcnn/fg_cls_accuracy": 0.9107954545454545, "iteration": 29659, "loss_box_reg": 0.00430493158637546, "loss_cls": 0.01498403650475666, "loss_rpn_cls": 0.0001426384394562774, "loss_rpn_loc": 0.0006542047813127283, "lr": 0.0001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7656403221189976, "total_loss": 0.020420474846090997}
{"data_time": 0.007531305775046349, "eta_seconds": 1753.3746803570539, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.039257612042422174, "fast_rcnn/fg_cls_accuracy": 0.9607423879575778, "iteration": 29679, "loss_box_reg": 0.004276995518011972, "loss_cls": 0.014167862245813012, "loss_rpn_cls": 0.00016306657926179469, "loss_rpn_loc": 0.0007432140337186866, "lr": 0.0001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7609355458989739, "total_loss": 0.019766863485074282}
{"data_time": 0.007277455180883408, "eta_seconds": 1739.1508088819683, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.023959827833572454, "fast_rcnn/fg_cls_accuracy": 0.9760401721664276, "iteration": 29699, "loss_box_reg": 0.004457832488697022, "loss_cls": 0.014899105881340802, "loss_rpn_cls": 0.0001628193213036866, "loss_rpn_loc": 0.0006855058236396872, "lr": 0.0001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7718134829774499, "total_loss": 0.020490849533985056}
{"data_time": 0.0073587894439697266, "eta_seconds": 1723.5212032813579, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.05137356694786935, "fast_rcnn/fg_cls_accuracy": 0.9486264330521306, "iteration": 29719, "loss_box_reg": 0.004269074532203376, "loss_cls": 0.014513776754029095, "loss_rpn_cls": 0.0002610684807677899, "loss_rpn_loc": 0.0007420444962917827, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.742659849114716, "total_loss": 0.020421360768068553}
{"data_time": 0.007491822354495525, "eta_seconds": 1708.1683720033616, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.04691075514874142, "fast_rcnn/fg_cls_accuracy": 0.9530892448512586, "iteration": 29739, "loss_box_reg": 0.004294817510526627, "loss_cls": 0.016152753436472267, "loss_rpn_cls": 0.00016767942940987268, "loss_rpn_loc": 0.0006557266897289082, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7511922353878617, "total_loss": 0.02144000826285719}
{"data_time": 0.00744328647851944, "eta_seconds": 1693.1898121526465, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.035291689598238855, "fast_rcnn/fg_cls_accuracy": 0.9647083104017611, "iteration": 29759, "loss_box_reg": 0.0043745987641159445, "loss_cls": 0.014116405975073576, "loss_rpn_cls": 0.00011830076982732862, "loss_rpn_loc": 0.0006516390349133871, "lr": 0.0001, "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": 0.7679183781147003, "total_loss": 0.019272210633857867}
{"data_time": 0.007071778178215027, "eta_seconds": 1681.4756995188072, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.041047480971366436, "fast_rcnn/fg_cls_accuracy": 0.9589525190286337, "iteration": 29779, "loss_box_reg": 0.004588368523400277, "loss_cls": 0.014904401788953692, "loss_rpn_cls": 0.0001301934984212494, "loss_rpn_loc": 0.000846205872221617, "lr": 0.0001, "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": 0.7644189447164536, "total_loss": 0.01990389088973643}
{"data_time": 0.006669308990240097, "eta_seconds": 1666.3895364869386, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.07255244755244755, "fast_rcnn/fg_cls_accuracy": 0.9274475524475525, "iteration": 29799, "loss_box_reg": 0.00438039525761269, "loss_cls": 0.015059047844260931, "loss_rpn_cls": 0.00010420514718134655, "loss_rpn_loc": 0.0005668182202498429, "lr": 0.0001, "roi_head/num_bg_samples": 490.375, "roi_head/num_fg_samples": 21.625, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7577330702915788, "total_loss": 0.01997516485334927}
{"data_time": 0.006411692127585411, "eta_seconds": 1651.19248115737, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.032638888888888884, "fast_rcnn/fg_cls_accuracy": 0.9673611111111111, "iteration": 29819, "loss_box_reg": 0.004349090566392988, "loss_cls": 0.013760216359514743, "loss_rpn_cls": 0.00016600052367721219, "loss_rpn_loc": 0.0007588303851662204, "lr": 0.0001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7568560699000955, "total_loss": 0.01907933490144842}
{"data_time": 0.007126708514988422, "eta_seconds": 1636.5536728324369, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.06613372093023256, "fast_rcnn/fg_cls_accuracy": 0.9338662790697674, "iteration": 29839, "loss_box_reg": 0.00434626912465319, "loss_cls": 0.014612333558034152, "loss_rpn_cls": 9.6840740297921e-05, "loss_rpn_loc": 0.0005792931733594742, "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": 0.7569313114508986, "total_loss": 0.020048076373200274}
{"data_time": 0.0067052897065877914, "eta_seconds": 1621.364422423765, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.04558823529411765, "fast_rcnn/fg_cls_accuracy": 0.9544117647058823, "iteration": 29859, "loss_box_reg": 0.004367159795947373, "loss_cls": 0.014295757515355945, "loss_rpn_cls": 0.00018772288899526757, "loss_rpn_loc": 0.000600880550337024, "lr": 0.0001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7591957440599799, "total_loss": 0.020043243471718597}
{"data_time": 0.007480788044631481, "eta_seconds": 1606.2185614015907, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.03134568896051571, "fast_rcnn/fg_cls_accuracy": 0.9686543110394843, "iteration": 29879, "loss_box_reg": 0.004406776075484231, "loss_cls": 0.016723115870263427, "loss_rpn_cls": 0.00012521603647996926, "loss_rpn_loc": 0.0006863344206067268, "lr": 0.0001, "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": 0.7553895441815257, "total_loss": 0.021963935410667546}
{"data_time": 0.0070136114954948425, "eta_seconds": 1591.0727003794163, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06818885448916409, "fast_rcnn/fg_cls_accuracy": 0.931811145510836, "iteration": 29899, "loss_box_reg": 0.004474388435482979, "loss_cls": 0.014585804601665586, "loss_rpn_cls": 0.00012082299099347438, "loss_rpn_loc": 0.000696919443726074, "lr": 0.0001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7589327590540051, "total_loss": 0.019474252349027665}
{"data_time": 0.007026147097349167, "eta_seconds": 1576.427046764642, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.04232909379968204, "fast_rcnn/fg_cls_accuracy": 0.9576709062003179, "iteration": 29919, "loss_box_reg": 0.004675781092373654, "loss_cls": 0.01710941275814548, "loss_rpn_cls": 0.00010235650870527024, "loss_rpn_loc": 0.0006253595493035391, "lr": 0.0001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7559265848249197, "total_loss": 0.02291298285774701}
{"data_time": 0.00685568992048502, "eta_seconds": 1561.218460706994, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.0446843853820598, "fast_rcnn/fg_cls_accuracy": 0.9553156146179402, "iteration": 29939, "loss_box_reg": 0.004530630889348686, "loss_cls": 0.015014049538876861, "loss_rpn_cls": 0.000125917678587939, "loss_rpn_loc": 0.0006198799019330181, "lr": 0.0001, "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": 0.7580431206151843, "total_loss": 0.0205259835988727}
{"data_time": 0.007050259038805962, "eta_seconds": 1546.023812209256, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.054878048780487805, "fast_rcnn/fg_cls_accuracy": 0.9451219512195121, "iteration": 29959, "loss_box_reg": 0.0042663995700422674, "loss_cls": 0.014421805914025754, "loss_rpn_cls": 0.00014819737396010169, "loss_rpn_loc": 0.0007892719477240462, "lr": 0.0001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7662629364058375, "total_loss": 0.020110487810029554}
{"data_time": 0.006378986872732639, "eta_seconds": 1530.8741423198953, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.04006410256410256, "fast_rcnn/fg_cls_accuracy": 0.9599358974358975, "iteration": 29979, "loss_box_reg": 0.004422448284458369, "loss_cls": 0.013404561264906079, "loss_rpn_cls": 0.00013012517331389972, "loss_rpn_loc": 0.0007325499718717765, "lr": 0.0001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7581477547064424, "total_loss": 0.019193634648900115}
{"data_time": 0.0075584277510643005, "eta_seconds": 1515.3433952685446, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.04317359855334539, "fast_rcnn/fg_cls_accuracy": 0.9568264014466545, "iteration": 29999, "loss_box_reg": 0.0043305488070473075, "loss_cls": 0.015801469155121595, "loss_rpn_cls": 0.00013439648910207325, "loss_rpn_loc": 0.0006861279325676151, "lr": 0.0001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7561150202527642, "total_loss": 0.020997756462520556}
{"data_time": 0.00712212547659874, "eta_seconds": 1500.1975342463702, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.056243680485338725, "fast_rcnn/fg_cls_accuracy": 0.9437563195146612, "iteration": 30019, "loss_box_reg": 0.004537949076620862, "loss_cls": 0.014881514071021229, "loss_rpn_cls": 0.0001518385495273833, "loss_rpn_loc": 0.0006376023484335747, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7555572865530849, "total_loss": 0.020667516024332144}
{"data_time": 0.008034664206206799, "eta_seconds": 1485.5196138489991, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.04983766233766233, "fast_rcnn/fg_cls_accuracy": 0.9501623376623377, "iteration": 30039, "loss_box_reg": 0.004272156482329592, "loss_cls": 0.014285083976574242, "loss_rpn_cls": 0.00013180228233977687, "loss_rpn_loc": 0.0007831155708117876, "lr": 0.0001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7570610633119941, "total_loss": 0.01996093673096766}
{"data_time": 0.006765624508261681, "eta_seconds": 1469.5730025088415, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.03814338235294118, "fast_rcnn/fg_cls_accuracy": 0.9618566176470589, "iteration": 30059, "loss_box_reg": 0.0043506784131750464, "loss_cls": 0.015416713140439242, "loss_rpn_cls": 0.000133059401605351, "loss_rpn_loc": 0.00069330370388343, "lr": 0.0001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7496637776494026, "total_loss": 0.020614661541230817}
{"data_time": 0.007514559663832188, "eta_seconds": 1454.6498553492129, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.03802952503209242, "fast_rcnn/fg_cls_accuracy": 0.9619704749679076, "iteration": 30079, "loss_box_reg": 0.0045762702357023954, "loss_cls": 0.013893510738853365, "loss_rpn_cls": 0.00010551642822065332, "loss_rpn_loc": 0.0006525226526719052, "lr": 0.0001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7576450202614069, "total_loss": 0.019764600574035285}
{"data_time": 0.00629010982811451, "eta_seconds": 1439.2309748819098, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.06735125339776502, "fast_rcnn/fg_cls_accuracy": 0.932648746602235, "iteration": 30099, "loss_box_reg": 0.004274788312613964, "loss_cls": 0.014743300504051149, "loss_rpn_cls": 0.00013319045251591888, "loss_rpn_loc": 0.0006518212248920463, "lr": 0.0001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.7582831103354692, "total_loss": 0.020153391509666108}
{"data_time": 0.00654048565775156, "eta_seconds": 1424.06834344659, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.0417027417027417, "fast_rcnn/fg_cls_accuracy": 0.9582972582972583, "iteration": 30119, "loss_box_reg": 0.00424939239746891, "loss_cls": 0.01364975469186902, "loss_rpn_cls": 0.00013290634484519614, "loss_rpn_loc": 0.0006470902262663003, "lr": 0.0001, "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": 0.7549164090305567, "total_loss": 0.019392771979909185}
{"data_time": 0.006773681379854679, "eta_seconds": 1408.9473141795024, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.027222222222222224, "fast_rcnn/fg_cls_accuracy": 0.9727777777777777, "iteration": 30139, "loss_box_reg": 0.004430319590028375, "loss_cls": 0.014332562044728547, "loss_rpn_cls": 0.00018546269382113678, "loss_rpn_loc": 0.0007481968932552263, "lr": 0.0001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.7522949278354645, "total_loss": 0.020228695194077773}
{"data_time": 0.007753430865705013, "eta_seconds": 1393.7851250851527, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.047619047619047616, "fast_rcnn/fg_cls_accuracy": 0.9523809523809523, "iteration": 30159, "loss_box_reg": 0.004656672739656642, "loss_cls": 0.016557443072088063, "loss_rpn_cls": 0.00013962003868073225, "loss_rpn_loc": 0.0006991791160544381, "lr": 0.0001, "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": 0.7521068546921015, "total_loss": 0.02237581292271784}
{"data_time": 0.006710411980748177, "eta_seconds": 1379.236516032368, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04464285714285714, "fast_rcnn/fg_cls_accuracy": 0.9553571428571428, "iteration": 30179, "loss_box_reg": 0.004252691665897146, "loss_cls": 0.015517341264057904, "loss_rpn_cls": 0.00014610332004849624, "loss_rpn_loc": 0.0007006792366155423, "lr": 0.0001, "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": 0.7659851871430874, "total_loss": 0.021045103557298717}
{"data_time": 0.007508262991905212, "eta_seconds": 1364.7153094168752, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.03644501278772379, "fast_rcnn/fg_cls_accuracy": 0.9635549872122762, "iteration": 30199, "loss_box_reg": 0.004183932818705216, "loss_cls": 0.014709510782267898, "loss_rpn_cls": 0.0002642293368353421, "loss_rpn_loc": 0.0006798374670324847, "lr": 0.0001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7764091277495027, "total_loss": 0.020314884650133536}
{"data_time": 0.00705211516469717, "eta_seconds": 1349.5602254699916, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04772727272727273, "fast_rcnn/fg_cls_accuracy": 0.9522727272727273, "iteration": 30219, "loss_box_reg": 0.004325327347032726, "loss_cls": 0.015109399741049856, "loss_rpn_cls": 0.0001768877700669691, "loss_rpn_loc": 0.0006636956368311075, "lr": 0.0001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7624406730756164, "total_loss": 0.020632681867255087}
{"data_time": 0.007101530209183693, "eta_seconds": 1334.8062852071598, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.04804804804804805, "fast_rcnn/fg_cls_accuracy": 0.9519519519519519, "iteration": 30239, "loss_box_reg": 0.004388901113998145, "loss_cls": 0.01587301684776321, "loss_rpn_cls": 0.00015910675364239069, "loss_rpn_loc": 0.0006634672681684606, "lr": 0.0001, "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": 0.7665794538334012, "total_loss": 0.020984272697830875}
{"data_time": 0.007452375255525112, "eta_seconds": 1319.9286563061178, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.03470588235294118, "fast_rcnn/fg_cls_accuracy": 0.9652941176470589, "iteration": 30259, "loss_box_reg": 0.00429120275657624, "loss_cls": 0.014779040939174592, "loss_rpn_cls": 0.00012501046921897796, "loss_rpn_loc": 0.0007471112730854657, "lr": 0.0001, "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": 0.7657054699957371, "total_loss": 0.0205992885539672}
{"data_time": 0.007567313499748707, "eta_seconds": 1304.3436874710023, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.036822289156626505, "fast_rcnn/fg_cls_accuracy": 0.9631777108433734, "iteration": 30279, "loss_box_reg": 0.00443099660333246, "loss_cls": 0.017557451501488686, "loss_rpn_cls": 0.00018787138702691664, "loss_rpn_loc": 0.000652922251902055, "lr": 0.0001, "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": 0.7525286385789514, "total_loss": 0.02269856960128891}
{"data_time": 0.00698342639952898, "eta_seconds": 1289.1857131831348, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.055001845699520116, "fast_rcnn/fg_cls_accuracy": 0.94499815430048, "iteration": 30299, "loss_box_reg": 0.004386271524708718, "loss_cls": 0.013979579031001776, "loss_rpn_cls": 0.0001064137746027427, "loss_rpn_loc": 0.0007176756080298219, "lr": 0.0001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7474438147619367, "total_loss": 0.019691388444044833}
{"data_time": 0.007660047151148319, "eta_seconds": 1274.4400179497898, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.0288981288981289, "fast_rcnn/fg_cls_accuracy": 0.9711018711018711, "iteration": 30319, "loss_box_reg": 0.004305280337575823, "loss_cls": 0.01506658474681899, "loss_rpn_cls": 0.00011891149745224538, "loss_rpn_loc": 0.0007460055931005627, "lr": 0.0001, "roi_head/num_bg_samples": 491.375, "roi_head/num_fg_samples": 20.625, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7476305458694696, "total_loss": 0.0205498525462815}
{"data_time": 0.008290605619549751, "eta_seconds": 1259.2771384976804, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.0610637509266123, "fast_rcnn/fg_cls_accuracy": 0.9389362490733877, "iteration": 30339, "loss_box_reg": 0.004251428559655324, "loss_cls": 0.014678794250357896, "loss_rpn_cls": 0.00015959095429707304, "loss_rpn_loc": 0.0005793888485641219, "lr": 0.0001, "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": 0.7645713733509183, "total_loss": 0.0197808945067095}
{"data_time": 0.007566546089947224, "eta_seconds": 1243.7117903195322, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.039818548387096774, "fast_rcnn/fg_cls_accuracy": 0.9601814516129032, "iteration": 30359, "loss_box_reg": 0.004346677160356194, "loss_cls": 0.015889822447206825, "loss_rpn_cls": 0.0001315453464485472, "loss_rpn_loc": 0.0007042234756227117, "lr": 0.0001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7509686378762126, "total_loss": 0.02100631065923153}
{"data_time": 0.007203623652458191, "eta_seconds": 1228.9513795934618, "fast_rcnn/cls_accuracy": 0.995849609375, "fast_rcnn/false_negative": 0.028298204527712725, "fast_rcnn/fg_cls_accuracy": 0.9717017954722873, "iteration": 30379, "loss_box_reg": 0.004245572112267837, "loss_cls": 0.01548381318571046, "loss_rpn_cls": 0.00011587085168685007, "loss_rpn_loc": 0.0006195030837261584, "lr": 0.0001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7706553721800447, "total_loss": 0.021382898571573605}
{"data_time": 0.007216908037662506, "eta_seconds": 1213.395841743797, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.056935817805383024, "fast_rcnn/fg_cls_accuracy": 0.943064182194617, "iteration": 30399, "loss_box_reg": 0.004562448069918901, "loss_cls": 0.01594539120560512, "loss_rpn_cls": 9.762510626387666e-05, "loss_rpn_loc": 0.0006650171599176247, "lr": 0.0001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7447526445612311, "total_loss": 0.022164033035210196}
{"data_time": 0.006213545799255371, "eta_seconds": 1198.4539290396497, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.07435046987285793, "fast_rcnn/fg_cls_accuracy": 0.9256495301271421, "iteration": 30419, "loss_box_reg": 0.00430719624273479, "loss_cls": 0.016176995472051203, "loss_rpn_cls": 0.0001375741253468732, "loss_rpn_loc": 0.0006838191075075883, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7615402787923813, "total_loss": 0.02130514644500181}
{"data_time": 0.00763463880866766, "eta_seconds": 1182.854302054271, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.032813852813852816, "fast_rcnn/fg_cls_accuracy": 0.9671861471861471, "iteration": 30439, "loss_box_reg": 0.004108570952666923, "loss_cls": 0.014394286379683763, "loss_rpn_cls": 0.00010198337076872122, "loss_rpn_loc": 0.0006612667675653938, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7446428993716836, "total_loss": 0.019173710839766045}
{"data_time": 0.007166793569922447, "eta_seconds": 1167.6992181073874, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.058823529411764705, "fast_rcnn/fg_cls_accuracy": 0.9411764705882353, "iteration": 30459, "loss_box_reg": 0.004484898876398802, "loss_cls": 0.016180152306333184, "loss_rpn_cls": 0.00018330149225675996, "loss_rpn_loc": 0.0006873390411783475, "lr": 0.0001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7516488572582603, "total_loss": 0.021744322441975328}
{"data_time": 0.007498614490032196, "eta_seconds": 1152.141706014052, "fast_rcnn/cls_accuracy": 0.99560546875, "fast_rcnn/false_negative": 0.0238230289279637, "fast_rcnn/fg_cls_accuracy": 0.9761769710720363, "iteration": 30479, "loss_box_reg": 0.004439089621882886, "loss_cls": 0.014896194858010858, "loss_rpn_cls": 0.0001500946431747252, "loss_rpn_loc": 0.0007299236604012549, "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": 0.7472660392522812, "total_loss": 0.019988361139439803}
{"data_time": 0.00766874011605978, "eta_seconds": 1137.0642320392653, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.041166501906510375, "fast_rcnn/fg_cls_accuracy": 0.9588334980934896, "iteration": 30499, "loss_box_reg": 0.004532622697297484, "loss_cls": 0.015658917487598956, "loss_rpn_cls": 0.0001709810030661174, "loss_rpn_loc": 0.0007226350317068864, "lr": 0.0001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 248.5, "rpn/num_pos_anchors": 7.5, "time": 0.7627320857718587, "total_loss": 0.020761241403306485}
{"data_time": 0.00746552087366581, "eta_seconds": 1121.6343963509426, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.0665266106442577, "fast_rcnn/fg_cls_accuracy": 0.9334733893557423, "iteration": 30519, "loss_box_reg": 0.004142603283980861, "loss_cls": 0.015161703224293888, "loss_rpn_cls": 0.00020645216523007548, "loss_rpn_loc": 0.000740530729672173, "lr": 0.0001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7408888936042786, "total_loss": 0.021236759834891927}
{"data_time": 0.007543572224676609, "eta_seconds": 1106.2448602924123, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.05482295482295482, "fast_rcnn/fg_cls_accuracy": 0.9451770451770451, "iteration": 30539, "loss_box_reg": 0.0043146015668753535, "loss_cls": 0.014506751671433449, "loss_rpn_cls": 0.0002645514732648735, "loss_rpn_loc": 0.0007181162291090004, "lr": 0.0001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7514871601015329, "total_loss": 0.020827433072554413}
{"data_time": 0.008591429330408573, "eta_seconds": 1090.9090568991378, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.060119047619047614, "fast_rcnn/fg_cls_accuracy": 0.9398809523809524, "iteration": 30559, "loss_box_reg": 0.004396392323542386, "loss_cls": 0.014185046369675547, "loss_rpn_cls": 0.00012849021175043163, "loss_rpn_loc": 0.0006950946008146275, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.7603160971775651, "total_loss": 0.020009698806347842}
{"data_time": 0.0073476387187838554, "eta_seconds": 1075.8496939577162, "fast_rcnn/cls_accuracy": 0.995361328125, "fast_rcnn/false_negative": 0.028006267136701922, "fast_rcnn/fg_cls_accuracy": 0.9719937328632982, "iteration": 30579, "loss_box_reg": 0.004390711197629571, "loss_cls": 0.014324548654258251, "loss_rpn_cls": 0.00022462200456629944, "loss_rpn_loc": 0.0006595820559596177, "lr": 0.0001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7636751858517528, "total_loss": 0.020247060380825133}
{"data_time": 0.007235509343445301, "eta_seconds": 1061.0464478647336, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.037980769230769235, "fast_rcnn/fg_cls_accuracy": 0.9620192307692308, "iteration": 30599, "loss_box_reg": 0.004485079523874447, "loss_cls": 0.016269772255327553, "loss_rpn_cls": 8.865256882018002e-05, "loss_rpn_loc": 0.000702476409060182, "lr": 0.0001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7694674441590905, "total_loss": 0.021282545654457863}
{"data_time": 0.008268910460174084, "eta_seconds": 1045.8994607431814, "fast_rcnn/cls_accuracy": 0.99072265625, "fast_rcnn/false_negative": 0.06369685167153522, "fast_rcnn/fg_cls_accuracy": 0.9363031483284647, "iteration": 30619, "loss_box_reg": 0.00438405288150534, "loss_cls": 0.015562359418254346, "loss_rpn_cls": 0.00011700838615524844, "loss_rpn_loc": 0.0006755194881407078, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7542035141959786, "total_loss": 0.020075263835849455}
{"data_time": 0.007334050722420216, "eta_seconds": 1031.0089405765757, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.06711711711711713, "fast_rcnn/fg_cls_accuracy": 0.9328828828828829, "iteration": 30639, "loss_box_reg": 0.0043251341267023236, "loss_cls": 0.01423012901796028, "loss_rpn_cls": 0.000128505381553623, "loss_rpn_loc": 0.0007245451924973167, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7577877193689346, "total_loss": 0.019827014953534672}
{"data_time": 0.008511198684573174, "eta_seconds": 1015.6208167914301, "fast_rcnn/cls_accuracy": 0.991943359375, "fast_rcnn/false_negative": 0.04200940070505288, "fast_rcnn/fg_cls_accuracy": 0.9579905992949471, "iteration": 30659, "loss_box_reg": 0.0043596780160441995, "loss_cls": 0.014473155024461448, "loss_rpn_cls": 0.00011270477000380197, "loss_rpn_loc": 0.0006391109782271087, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7503524785861373, "total_loss": 0.019107209622461596}
{"data_time": 0.007630988955497742, "eta_seconds": 1000.5485655060038, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.04669365721997301, "fast_rcnn/fg_cls_accuracy": 0.953306342780027, "iteration": 30679, "loss_box_reg": 0.0044588661985471845, "loss_cls": 0.013968212122563273, "loss_rpn_cls": 0.0001488043558310892, "loss_rpn_loc": 0.0006487259597633965, "lr": 0.0001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7700965562835336, "total_loss": 0.019219031973364054}
{"data_time": 0.00799544993788004, "eta_seconds": 985.0626464793459, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.04083333333333333, "fast_rcnn/fg_cls_accuracy": 0.9591666666666667, "iteration": 30699, "loss_box_reg": 0.004357778059784323, "loss_cls": 0.014358930697198957, "loss_rpn_cls": 0.00014393453102456988, "loss_rpn_loc": 0.0006968851121200714, "lr": 0.0001, "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": 0.7463102955371141, "total_loss": 0.019544849376870843}
{"data_time": 0.007693128660321236, "eta_seconds": 970.2447428908199, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.032782515991471216, "fast_rcnn/fg_cls_accuracy": 0.9672174840085288, "iteration": 30719, "loss_box_reg": 0.0042927159811370075, "loss_cls": 0.015750132326502353, "loss_rpn_cls": 0.00012445338904853998, "loss_rpn_loc": 0.0006865600516903214, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7689268449321389, "total_loss": 0.021587603071054673}
{"data_time": 0.007932979613542557, "eta_seconds": 955.2551609603688, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.0659926070884975, "fast_rcnn/fg_cls_accuracy": 0.9340073929115025, "iteration": 30739, "loss_box_reg": 0.004214934888295829, "loss_cls": 0.014352843689266592, "loss_rpn_cls": 0.00011746082032004779, "loss_rpn_loc": 0.0005892119115742389, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.760334855876863, "total_loss": 0.019215673867961414}
{"data_time": 0.008825050666928291, "eta_seconds": 940.0272468999028, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.03592943201376936, "fast_rcnn/fg_cls_accuracy": 0.9640705679862307, "iteration": 30759, "loss_box_reg": 0.004495049215620384, "loss_cls": 0.015553938515949994, "loss_rpn_cls": 0.00013929487244013217, "loss_rpn_loc": 0.0006561702066392172, "lr": 0.0001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7547814007848501, "total_loss": 0.020367643257486634}
{"data_time": 0.008449901826679707, "eta_seconds": 924.7235637707636, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.0604066985645933, "fast_rcnn/fg_cls_accuracy": 0.9395933014354066, "iteration": 30779, "loss_box_reg": 0.004368556779809296, "loss_cls": 0.01645177387399599, "loss_rpn_cls": 0.00012519477809291857, "loss_rpn_loc": 0.0005494092947628815, "lr": 0.0001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7610798617824912, "total_loss": 0.022081294316421918}
{"data_time": 0.00823292788118124, "eta_seconds": 909.4379776772112, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.02989960715844609, "fast_rcnn/fg_cls_accuracy": 0.9701003928415539, "iteration": 30799, "loss_box_reg": 0.004405838146340102, "loss_cls": 0.014647043193690479, "loss_rpn_cls": 0.00018047888693217828, "loss_rpn_loc": 0.0006197149123181589, "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": 0.7471722308546305, "total_loss": 0.020278548042028888}
{"data_time": 0.007312638685107231, "eta_seconds": 893.9067206876352, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.04015151515151515, "fast_rcnn/fg_cls_accuracy": 0.9598484848484848, "iteration": 30819, "loss_box_reg": 0.00439609942259267, "loss_cls": 0.014519774471409619, "loss_rpn_cls": 0.00014727290681548766, "loss_rpn_loc": 0.0005871066023246385, "lr": 0.0001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7538584731519222, "total_loss": 0.019852945597449434}
{"data_time": 0.007796941325068474, "eta_seconds": 878.4429251309484, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.06585695006747638, "fast_rcnn/fg_cls_accuracy": 0.9341430499325236, "iteration": 30839, "loss_box_reg": 0.00422046342282556, "loss_cls": 0.014001512783579528, "loss_rpn_cls": 9.992014645376912e-05, "loss_rpn_loc": 0.0007094647771737073, "lr": 0.0001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7512815743684769, "total_loss": 0.019576437900013843}
{"data_time": 0.007969025522470474, "eta_seconds": 863.4196664700285, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.03409090909090909, "fast_rcnn/fg_cls_accuracy": 0.9659090909090909, "iteration": 30859, "loss_box_reg": 0.004209737555356696, "loss_cls": 0.015781269292347133, "loss_rpn_cls": 0.0001747992798186715, "loss_rpn_loc": 0.0005819437283207662, "lr": 0.0001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.7774230791255832, "total_loss": 0.020861826325472066}
{"data_time": 0.0071891844272613525, "eta_seconds": 848.9292572541162, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.039230769230769236, "fast_rcnn/fg_cls_accuracy": 0.9607692307692308, "iteration": 30879, "loss_box_reg": 0.004307189170503989, "loss_cls": 0.014622021175455302, "loss_rpn_cls": 0.00018472642977940268, "loss_rpn_loc": 0.0007211886695586145, "lr": 0.0001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7884561931714416, "total_loss": 0.02011653207796371}
{"data_time": 0.008044754154980183, "eta_seconds": 833.8416410414502, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.02715098147128967, "fast_rcnn/fg_cls_accuracy": 0.9728490185287103, "iteration": 30899, "loss_box_reg": 0.004468023951631039, "loss_cls": 0.016385168011765927, "loss_rpn_cls": 8.03268170272986e-05, "loss_rpn_loc": 0.0006149507171357982, "lr": 0.0001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7640237333253026, "total_loss": 0.021834314101539576}
{"data_time": 0.008142639882862568, "eta_seconds": 818.7623474355787, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04344135802469136, "fast_rcnn/fg_cls_accuracy": 0.9565586419753087, "iteration": 30919, "loss_box_reg": 0.00424811479751952, "loss_cls": 0.01605927257332951, "loss_rpn_cls": 0.00014207334288585116, "loss_rpn_loc": 0.000560251090064412, "lr": 0.0001, "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": 0.7627306617796421, "total_loss": 0.02113549957016403}
{"data_time": 0.0079124104231596, "eta_seconds": 803.5712051205337, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.04327521793275218, "fast_rcnn/fg_cls_accuracy": 0.9567247820672478, "iteration": 30939, "loss_box_reg": 0.004181488562608138, "loss_cls": 0.015330235240980983, "loss_rpn_cls": 0.0001510990061888151, "loss_rpn_loc": 0.0007347416940319818, "lr": 0.0001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7516889218240976, "total_loss": 0.021050708521329398}
{"data_time": 0.008558251895010471, "eta_seconds": 788.4006796767935, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.03896761133603239, "fast_rcnn/fg_cls_accuracy": 0.9610323886639676, "iteration": 30959, "loss_box_reg": 0.004403935803566128, "loss_cls": 0.012998465448617935, "loss_rpn_cls": 0.00015650296927560703, "loss_rpn_loc": 0.0006507353136839811, "lr": 0.0001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7552668675780296, "total_loss": 0.01844512923230468}
{"data_time": 0.008022178895771503, "eta_seconds": 773.2763434760273, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.06574675324675325, "fast_rcnn/fg_cls_accuracy": 0.9342532467532467, "iteration": 30979, "loss_box_reg": 0.0044115403143223375, "loss_cls": 0.015384377911686897, "loss_rpn_cls": 0.00012167613954261469, "loss_rpn_loc": 0.0007138396649679635, "lr": 0.0001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.375, "rpn/num_pos_anchors": 3.625, "time": 0.7663528043776751, "total_loss": 0.020992754049473206}
{"data_time": 0.007511822506785393, "eta_seconds": 758.1693892534822, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.04714640198511166, "fast_rcnn/fg_cls_accuracy": 0.9528535980148883, "iteration": 30999, "loss_box_reg": 0.0045110725914128125, "loss_cls": 0.015507281175814569, "loss_rpn_cls": 0.00016807056167067458, "loss_rpn_loc": 0.0007070646315696649, "lr": 0.0001, "roi_head/num_bg_samples": 493.625, "roi_head/num_fg_samples": 18.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7558898515999317, "total_loss": 0.02102375578419924}
{"data_time": 0.0074822986498475075, "eta_seconds": 742.9814818315208, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06583506583506583, "fast_rcnn/fg_cls_accuracy": 0.9341649341649342, "iteration": 31019, "loss_box_reg": 0.004472950706258416, "loss_cls": 0.01477214996702969, "loss_rpn_cls": 0.00010798467610584339, "loss_rpn_loc": 0.0007021405290288385, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7509143706411123, "total_loss": 0.020109089876996222}
{"data_time": 0.008162877522408962, "eta_seconds": 727.9287304794416, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.06739457831325302, "fast_rcnn/fg_cls_accuracy": 0.932605421686747, "iteration": 31039, "loss_box_reg": 0.00430003396468237, "loss_cls": 0.01489988889079541, "loss_rpn_cls": 0.00014297418715614185, "loss_rpn_loc": 0.0006041993692633696, "lr": 0.0001, "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": 0.7665324090048671, "total_loss": 0.01947433804036791}
{"data_time": 0.008616919629275799, "eta_seconds": 712.9825245458633, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.07808716707021791, "fast_rcnn/fg_cls_accuracy": 0.9219128329297821, "iteration": 31059, "loss_box_reg": 0.0044003575458191335, "loss_cls": 0.016775904805399477, "loss_rpn_cls": 0.00017527022237118217, "loss_rpn_loc": 0.0006790868119423976, "lr": 0.0001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7580327019095421, "total_loss": 0.022266744706485042}
{"data_time": 0.00783285591751337, "eta_seconds": 697.6299279620871, "fast_rcnn/cls_accuracy": 0.991455078125, "fast_rcnn/false_negative": 0.04061855670103093, "fast_rcnn/fg_cls_accuracy": 0.9593814432989691, "iteration": 31079, "loss_box_reg": 0.004364077030913904, "loss_cls": 0.014031230704858899, "loss_rpn_cls": 0.00018962165677294252, "loss_rpn_loc": 0.0005977147302473895, "lr": 0.0001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7536015342921019, "total_loss": 0.020142870717791084}
{"data_time": 0.007875028997659683, "eta_seconds": 682.4805267034099, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.030798389007344232, "fast_rcnn/fg_cls_accuracy": 0.9692016109926558, "iteration": 31099, "loss_box_reg": 0.004278665262972936, "loss_cls": 0.013991218758746982, "loss_rpn_cls": 0.00011480444084099872, "loss_rpn_loc": 0.000630157592240721, "lr": 0.0001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.7559514939785004, "total_loss": 0.018664091008673722}
{"data_time": 0.007710703648626804, "eta_seconds": 667.3311254447326, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.04511533242876527, "fast_rcnn/fg_cls_accuracy": 0.9548846675712348, "iteration": 31119, "loss_box_reg": 0.004259491601260379, "loss_cls": 0.014733473944943398, "loss_rpn_cls": 0.00016772861727076815, "loss_rpn_loc": 0.0006625060668739025, "lr": 0.0001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.7598111750558019, "total_loss": 0.02004313105373967}
{"data_time": 0.007430297322571278, "eta_seconds": 652.2090687118471, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.057891224557891224, "fast_rcnn/fg_cls_accuracy": 0.9421087754421087, "iteration": 31139, "loss_box_reg": 0.004431767680216581, "loss_cls": 0.015129371196962893, "loss_rpn_cls": 0.00013152091270285382, "loss_rpn_loc": 0.0006872170197311789, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7543991655111313, "total_loss": 0.02084842330941683}
{"data_time": 0.008712000213563442, "eta_seconds": 637.0590322725475, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.0374331550802139, "fast_rcnn/fg_cls_accuracy": 0.9625668449197862, "iteration": 31159, "loss_box_reg": 0.004379447869723663, "loss_cls": 0.015817813866306096, "loss_rpn_cls": 0.0002732585976445989, "loss_rpn_loc": 0.0006027652016200591, "lr": 0.0001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.746383816935122, "total_loss": 0.021660832715099332}
{"data_time": 0.008617429062724113, "eta_seconds": 621.9089958332479, "fast_rcnn/cls_accuracy": 0.994873046875, "fast_rcnn/false_negative": 0.02871794871794872, "fast_rcnn/fg_cls_accuracy": 0.9712820512820513, "iteration": 31179, "loss_box_reg": 0.0042421427788212895, "loss_cls": 0.01521175168454647, "loss_rpn_cls": 0.00011876776045482984, "loss_rpn_loc": 0.0006830557758803479, "lr": 0.0001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7661335710436106, "total_loss": 0.02057210772215967}
{"data_time": 0.007609584368765354, "eta_seconds": 606.7589593939483, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.051812555260831124, "fast_rcnn/fg_cls_accuracy": 0.9481874447391689, "iteration": 31199, "loss_box_reg": 0.004365002881968394, "loss_cls": 0.014612256782129407, "loss_rpn_cls": 0.00013058081651706743, "loss_rpn_loc": 0.0006443042439059354, "lr": 0.0001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7631956320255995, "total_loss": 0.021100049072174443}
{"data_time": 0.007652094587683678, "eta_seconds": 591.5071736089885, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.044733044733044736, "fast_rcnn/fg_cls_accuracy": 0.9552669552669553, "iteration": 31219, "loss_box_reg": 0.004502807772951201, "loss_cls": 0.015524759131949395, "loss_rpn_cls": 0.00013452945722747245, "loss_rpn_loc": 0.000672063571983017, "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": 0.7508841194212437, "total_loss": 0.020582965887399496}
{"data_time": 0.008217093534767628, "eta_seconds": 576.255038311705, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.043090466813390474, "fast_rcnn/fg_cls_accuracy": 0.9569095331866095, "iteration": 31239, "loss_box_reg": 0.004212376108625904, "loss_cls": 0.014889915531966835, "loss_rpn_cls": 0.00019568578971984607, "loss_rpn_loc": 0.0006871105179016013, "lr": 0.0001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7511420696973801, "total_loss": 0.021116906404813562}
{"data_time": 0.007411950267851353, "eta_seconds": 561.1103592496365, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.06458333333333333, "fast_rcnn/fg_cls_accuracy": 0.9354166666666667, "iteration": 31259, "loss_box_reg": 0.004207196616334841, "loss_cls": 0.015458714391570538, "loss_rpn_cls": 0.00014295523124019383, "loss_rpn_loc": 0.0006378309153660666, "lr": 0.0001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7756840456277132, "total_loss": 0.020887148428641922}
{"data_time": 0.007824292406439781, "eta_seconds": 546.2873993841931, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.028577260665441927, "fast_rcnn/fg_cls_accuracy": 0.971422739334558, "iteration": 31279, "loss_box_reg": 0.00443054863717407, "loss_cls": 0.015222035523038357, "loss_rpn_cls": 0.0002256616990052862, "loss_rpn_loc": 0.0006270041048992425, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7666427074000239, "total_loss": 0.020475842952237144}
{"data_time": 0.008759022690355778, "eta_seconds": 531.3066295506433, "fast_rcnn/cls_accuracy": 0.995361328125, "fast_rcnn/false_negative": 0.025458570524984188, "fast_rcnn/fg_cls_accuracy": 0.9745414294750159, "iteration": 31299, "loss_box_reg": 0.004317267332226038, "loss_cls": 0.015160643844865263, "loss_rpn_cls": 0.000138066593763142, "loss_rpn_loc": 0.0006595323757210281, "lr": 0.0001, "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": 0.7551388842985034, "total_loss": 0.01992915546054519}
{"data_time": 0.007808813825249672, "eta_seconds": 516.2206131191924, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.04048913043478261, "fast_rcnn/fg_cls_accuracy": 0.9595108695652175, "iteration": 31319, "loss_box_reg": 0.004413563437992707, "loss_cls": 0.015183487324975431, "loss_rpn_cls": 0.00011045651444874238, "loss_rpn_loc": 0.000681049012200674, "lr": 0.0001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.7570170192047954, "total_loss": 0.020880543441876398}
{"data_time": 0.0076165953651070595, "eta_seconds": 500.8265894493088, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.05697522816166884, "fast_rcnn/fg_cls_accuracy": 0.9430247718383311, "iteration": 31339, "loss_box_reg": 0.004474866989767179, "loss_cls": 0.01471500244224444, "loss_rpn_cls": 0.0001877156305454264, "loss_rpn_loc": 0.0005947571553406306, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7574253408238292, "total_loss": 0.02030452558028628}
{"data_time": 0.008618263527750969, "eta_seconds": 485.9379248721525, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.037999037999038, "fast_rcnn/fg_cls_accuracy": 0.962000962000962, "iteration": 31359, "loss_box_reg": 0.004213992535369471, "loss_cls": 0.015182872011791915, "loss_rpn_cls": 0.00016017904425780216, "loss_rpn_loc": 0.0005995903047733009, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.7724561877548695, "total_loss": 0.02071472523925877}
{"data_time": 0.008249970152974129, "eta_seconds": 470.7386207738891, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.023432879952690715, "fast_rcnn/fg_cls_accuracy": 0.9765671200473093, "iteration": 31379, "loss_box_reg": 0.004361260158475488, "loss_cls": 0.014757611264940351, "loss_rpn_cls": 0.00020803003826586064, "loss_rpn_loc": 0.0007655050394532736, "lr": 0.0001, "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": 0.7633579671382904, "total_loss": 0.02086418765520648}
{"data_time": 0.007812748663127422, "eta_seconds": 455.6472696280107, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.029418126757516764, "fast_rcnn/fg_cls_accuracy": 0.9705818732424832, "iteration": 31399, "loss_box_reg": 0.004372374445665628, "loss_cls": 0.01392892305739224, "loss_rpn_cls": 0.0001198814611598209, "loss_rpn_loc": 0.000702225317581906, "lr": 0.0001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 250.375, "rpn/num_pos_anchors": 5.625, "time": 0.7516092555597425, "total_loss": 0.019109137296027257}
{"data_time": 0.008084713481366634, "eta_seconds": 440.45231567975134, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.050957481337228175, "fast_rcnn/fg_cls_accuracy": 0.9490425186627718, "iteration": 31419, "loss_box_reg": 0.004181280382908881, "loss_cls": 0.015556947735603899, "loss_rpn_cls": 0.0001416172724475473, "loss_rpn_loc": 0.0006588742980966344, "lr": 0.0001, "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": 0.7569202296435833, "total_loss": 0.020844446979538134}
{"data_time": 0.00717519037425518, "eta_seconds": 425.3213282218203, "fast_rcnn/cls_accuracy": 0.990966796875, "fast_rcnn/false_negative": 0.07829703939319793, "fast_rcnn/fg_cls_accuracy": 0.9217029606068021, "iteration": 31439, "loss_box_reg": 0.004275600134860724, "loss_cls": 0.015608991612680256, "loss_rpn_cls": 0.00012174310660384435, "loss_rpn_loc": 0.0006573569080501329, "lr": 0.0001, "roi_head/num_bg_samples": 493.375, "roi_head/num_fg_samples": 18.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7563939485698938, "total_loss": 0.020926532639578}
{"data_time": 0.008269635029137135, "eta_seconds": 410.12857621815056, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.03785714285714285, "fast_rcnn/fg_cls_accuracy": 0.9621428571428572, "iteration": 31459, "loss_box_reg": 0.004480732197407633, "loss_cls": 0.014304197567980736, "loss_rpn_cls": 0.00014638150219070667, "loss_rpn_loc": 0.0006863959242764395, "lr": 0.0001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7426853058859706, "total_loss": 0.02014827485072601}
{"data_time": 0.007721001282334328, "eta_seconds": 395.1152902683243, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.03371212121212121, "fast_rcnn/fg_cls_accuracy": 0.9662878787878788, "iteration": 31479, "loss_box_reg": 0.004282684210920706, "loss_cls": 0.015240102540701628, "loss_rpn_cls": 0.00015436086073350452, "loss_rpn_loc": 0.0007196841361292172, "lr": 0.0001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7713759792968631, "total_loss": 0.020847628377850924}
{"data_time": 0.007631032727658749, "eta_seconds": 379.87179046310484, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.058170995670995665, "fast_rcnn/fg_cls_accuracy": 0.9418290043290043, "iteration": 31499, "loss_box_reg": 0.0043596554605755955, "loss_cls": 0.014851431595161557, "loss_rpn_cls": 0.00015656964728805178, "loss_rpn_loc": 0.0006731829125783406, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7702786717563868, "total_loss": 0.020834143211914125}
{"data_time": 0.008318408392369747, "eta_seconds": 364.9907455528155, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.04632929436920884, "fast_rcnn/fg_cls_accuracy": 0.9536707056307911, "iteration": 31519, "loss_box_reg": 0.004221318318741396, "loss_cls": 0.01477800722932443, "loss_rpn_cls": 0.00017539339000904874, "loss_rpn_loc": 0.0007133176259230822, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.625, "rpn/num_pos_anchors": 4.375, "time": 0.7701270906254649, "total_loss": 0.02022949395723117}
{"data_time": 0.00807979702949524, "eta_seconds": 349.73275862820446, "fast_rcnn/cls_accuracy": 0.9931640625, "fast_rcnn/false_negative": 0.0525237273511648, "fast_rcnn/fg_cls_accuracy": 0.9474762726488353, "iteration": 31539, "loss_box_reg": 0.0042753830493893474, "loss_cls": 0.0152218725415878, "loss_rpn_cls": 0.00014414563639775224, "loss_rpn_loc": 0.0007621516961080488, "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": 0.7435358632355928, "total_loss": 0.02030315644952907}
{"data_time": 0.007713700644671917, "eta_seconds": 334.5599708352238, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.035211267605633804, "fast_rcnn/fg_cls_accuracy": 0.9647887323943662, "iteration": 31559, "loss_box_reg": 0.004376756871351972, "loss_cls": 0.014961956709157676, "loss_rpn_cls": 0.00015066578907863004, "loss_rpn_loc": 0.0007157530744734686, "lr": 0.0001, "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": 0.7622562823817134, "total_loss": 0.02018533636783104}
{"data_time": 0.007416142150759697, "eta_seconds": 319.3575130496174, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05438311688311688, "fast_rcnn/fg_cls_accuracy": 0.9456168831168832, "iteration": 31579, "loss_box_reg": 0.004354877397418022, "loss_cls": 0.015293198346626014, "loss_rpn_cls": 0.00011548952068096696, "loss_rpn_loc": 0.0006268512370297685, "lr": 0.0001, "roi_head/num_bg_samples": 491.625, "roi_head/num_fg_samples": 20.375, "rpn/num_neg_anchors": 252.125, "rpn/num_pos_anchors": 3.875, "time": 0.7612218866124749, "total_loss": 0.0205980855546386}
{"data_time": 0.007468760013580322, "eta_seconds": 304.22670524939895, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.03142589118198874, "fast_rcnn/fg_cls_accuracy": 0.9685741088180113, "iteration": 31599, "loss_box_reg": 0.00424506509443745, "loss_cls": 0.014285548240877688, "loss_rpn_cls": 0.00014527866369462572, "loss_rpn_loc": 0.0006229131686268374, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7708849795162678, "total_loss": 0.01957608094517127}
{"data_time": 0.008281572721898556, "eta_seconds": 289.1090936707333, "fast_rcnn/cls_accuracy": 0.994384765625, "fast_rcnn/false_negative": 0.043388744852829036, "fast_rcnn/fg_cls_accuracy": 0.9566112551471709, "iteration": 31619, "loss_box_reg": 0.0044669986818917096, "loss_cls": 0.01484778628218919, "loss_rpn_cls": 0.00013861694174011063, "loss_rpn_loc": 0.0006258449793676846, "lr": 0.0001, "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": 0.7568186894059181, "total_loss": 0.0209432433132406}
{"data_time": 0.008528192527592182, "eta_seconds": 273.97827401570976, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.03028322440087146, "fast_rcnn/fg_cls_accuracy": 0.9697167755991285, "iteration": 31639, "loss_box_reg": 0.004392639209982008, "loss_cls": 0.015501941088587046, "loss_rpn_cls": 0.00015070488643686986, "loss_rpn_loc": 0.0007228580943774432, "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": 0.763275321573019, "total_loss": 0.021237987842368966}
{"data_time": 0.00775306299328804, "eta_seconds": 258.97788405325264, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.040270270270270275, "fast_rcnn/fg_cls_accuracy": 0.9597297297297297, "iteration": 31659, "loss_box_reg": 0.00439960794756189, "loss_cls": 0.01645595085574314, "loss_rpn_cls": 0.00012852966983700753, "loss_rpn_loc": 0.0006892559613334015, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7710050232708454, "total_loss": 0.021389475877640507}
{"data_time": 0.007118155248463154, "eta_seconds": 243.82008023187518, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.024614919963757174, "fast_rcnn/fg_cls_accuracy": 0.9753850800362428, "iteration": 31679, "loss_box_reg": 0.004243962233886123, "loss_cls": 0.015336651937104762, "loss_rpn_cls": 0.00016386215247621294, "loss_rpn_loc": 0.0007157966938393656, "lr": 0.0001, "roi_head/num_bg_samples": 492.625, "roi_head/num_fg_samples": 19.375, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7650446258485317, "total_loss": 0.020345834253475914}
{"data_time": 0.007984144613146782, "eta_seconds": 228.77824116218835, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.045, "fast_rcnn/fg_cls_accuracy": 0.955, "iteration": 31699, "loss_box_reg": 0.004388295346871018, "loss_cls": 0.014392311219125986, "loss_rpn_cls": 0.00011713869480445283, "loss_rpn_loc": 0.0007504521308874246, "lr": 0.0001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7609328338876367, "total_loss": 0.01976655169391961}
{"data_time": 0.008823447860777378, "eta_seconds": 213.65203203074634, "fast_rcnn/cls_accuracy": 0.992431640625, "fast_rcnn/false_negative": 0.05714285714285714, "fast_rcnn/fg_cls_accuracy": 0.9428571428571428, "iteration": 31719, "loss_box_reg": 0.004223584983265027, "loss_cls": 0.014915559731889516, "loss_rpn_cls": 0.00014972403948831925, "loss_rpn_loc": 0.0006600099113711622, "lr": 0.0001, "roi_head/num_bg_samples": 492.875, "roi_head/num_fg_samples": 19.125, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7728404961526394, "total_loss": 0.020378891303607816}
{"data_time": 0.00891542062163353, "eta_seconds": 198.5887939799577, "fast_rcnn/cls_accuracy": 0.990478515625, "fast_rcnn/false_negative": 0.05656645569620253, "fast_rcnn/fg_cls_accuracy": 0.9434335443037974, "iteration": 31739, "loss_box_reg": 0.0043693395564332604, "loss_cls": 0.015550114039797336, "loss_rpn_cls": 0.00010270341931573057, "loss_rpn_loc": 0.000593970478803385, "lr": 0.0001, "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": 0.7671427195891738, "total_loss": 0.020282712616790377}
{"data_time": 0.007676757872104645, "eta_seconds": 183.37126187421381, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.03950086058519793, "fast_rcnn/fg_cls_accuracy": 0.9604991394148021, "iteration": 31759, "loss_box_reg": 0.004273204336641356, "loss_cls": 0.015210053068585694, "loss_rpn_cls": 0.0001280657800748486, "loss_rpn_loc": 0.0006527174264192581, "lr": 0.0001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.625, "rpn/num_pos_anchors": 5.375, "time": 0.755224128253758, "total_loss": 0.020499186308853723}
{"data_time": 0.007794313132762909, "eta_seconds": 168.13585986569524, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.040808823529411765, "fast_rcnn/fg_cls_accuracy": 0.9591911764705883, "iteration": 31779, "loss_box_reg": 0.0043817861878778785, "loss_cls": 0.015255566104315221, "loss_rpn_cls": 0.0001259449619510633, "loss_rpn_loc": 0.000656442207400687, "lr": 0.0001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.125, "rpn/num_pos_anchors": 4.875, "time": 0.7490218272432685, "total_loss": 0.02122131733221977}
{"data_time": 0.007762051187455654, "eta_seconds": 152.97797322180122, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.04390804597701149, "fast_rcnn/fg_cls_accuracy": 0.9560919540229885, "iteration": 31799, "loss_box_reg": 0.004228912584949285, "loss_cls": 0.015678025025408715, "loss_rpn_cls": 0.00023748535932099912, "loss_rpn_loc": 0.0006340776417346206, "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": 0.7722105151042342, "total_loss": 0.021716134485131988}
{"data_time": 0.00866714958101511, "eta_seconds": 137.79398943856359, "fast_rcnn/cls_accuracy": 0.99462890625, "fast_rcnn/false_negative": 0.05271371597017513, "fast_rcnn/fg_cls_accuracy": 0.9472862840298248, "iteration": 31819, "loss_box_reg": 0.00426692477776669, "loss_cls": 0.015261766035109758, "loss_rpn_cls": 0.0001633184924685338, "loss_rpn_loc": 0.0007077972622937523, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.875, "rpn/num_pos_anchors": 4.125, "time": 0.7598281633108854, "total_loss": 0.021395501071594936}
{"data_time": 0.00819996278733015, "eta_seconds": 122.57252967916429, "fast_rcnn/cls_accuracy": 0.995849609375, "fast_rcnn/false_negative": 0.01435897435897436, "fast_rcnn/fg_cls_accuracy": 0.9856410256410257, "iteration": 31839, "loss_box_reg": 0.004283823916921392, "loss_cls": 0.013859638827852905, "loss_rpn_cls": 0.00020598684750439133, "loss_rpn_loc": 0.0006547248158312868, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.875, "rpn/num_pos_anchors": 5.125, "time": 0.7544071413576603, "total_loss": 0.019555551882490363}
{"data_time": 0.008772228844463825, "eta_seconds": 107.31290658842772, "fast_rcnn/cls_accuracy": 0.9970703125, "fast_rcnn/false_negative": 0.017602003240536162, "fast_rcnn/fg_cls_accuracy": 0.9823979967594638, "iteration": 31859, "loss_box_reg": 0.004332195734605193, "loss_cls": 0.013496420229785144, "loss_rpn_cls": 0.00014357283339450078, "loss_rpn_loc": 0.0006750007451046258, "lr": 0.0001, "roi_head/num_bg_samples": 491.875, "roi_head/num_fg_samples": 20.125, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.762647126801312, "total_loss": 0.01917624084558156}
{"data_time": 0.007960273884236813, "eta_seconds": 92.08788614254445, "fast_rcnn/cls_accuracy": 0.99169921875, "fast_rcnn/false_negative": 0.041519780650215436, "fast_rcnn/fg_cls_accuracy": 0.9584802193497846, "iteration": 31879, "loss_box_reg": 0.004434428759850562, "loss_cls": 0.015593258256558329, "loss_rpn_cls": 0.00012540316174636246, "loss_rpn_loc": 0.0007238584730657749, "lr": 0.0001, "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": 0.7825079429894686, "total_loss": 0.020468665473799774}
{"data_time": 0.008354545570909977, "eta_seconds": 76.82900445535779, "fast_rcnn/cls_accuracy": 0.994140625, "fast_rcnn/false_negative": 0.052102169981916815, "fast_rcnn/fg_cls_accuracy": 0.9478978300180831, "iteration": 31899, "loss_box_reg": 0.004201745003229007, "loss_cls": 0.01397178933257237, "loss_rpn_cls": 0.00014586940881144983, "loss_rpn_loc": 0.0006130763758847024, "lr": 0.0001, "roi_head/num_bg_samples": 493.125, "roi_head/num_fg_samples": 18.875, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7496109083294868, "total_loss": 0.019544347185501465}
{"data_time": 0.008076413534581661, "eta_seconds": 61.61534020677209, "fast_rcnn/cls_accuracy": 0.99365234375, "fast_rcnn/false_negative": 0.03787878787878787, "fast_rcnn/fg_cls_accuracy": 0.9621212121212122, "iteration": 31919, "loss_box_reg": 0.0042757304618135095, "loss_cls": 0.015945499064400792, "loss_rpn_cls": 0.00012315054209466325, "loss_rpn_loc": 0.0007001709236647002, "lr": 0.0001, "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": 0.7689734119921923, "total_loss": 0.02098187424826392}
{"data_time": 0.00764432642608881, "eta_seconds": 46.42056175880134, "fast_rcnn/cls_accuracy": 0.993896484375, "fast_rcnn/false_negative": 0.03136474908200734, "fast_rcnn/fg_cls_accuracy": 0.9686352509179926, "iteration": 31939, "loss_box_reg": 0.0042987854685634375, "loss_cls": 0.015370938635896891, "loss_rpn_cls": 0.00012814889259971096, "loss_rpn_loc": 0.0006743858648405876, "lr": 0.0001, "roi_head/num_bg_samples": 492.125, "roi_head/num_fg_samples": 19.875, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.7641216721385717, "total_loss": 0.020967945530173893}
{"data_time": 0.008546115830540657, "eta_seconds": 31.200705444440246, "fast_rcnn/cls_accuracy": 0.993408203125, "fast_rcnn/false_negative": 0.035211267605633804, "fast_rcnn/fg_cls_accuracy": 0.9647887323943662, "iteration": 31959, "loss_box_reg": 0.004331338248448446, "loss_cls": 0.014946744428016245, "loss_rpn_cls": 0.00015869367712184612, "loss_rpn_loc": 0.0007038456496957224, "lr": 0.0001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.375, "rpn/num_pos_anchors": 4.625, "time": 0.7591164819896221, "total_loss": 0.02036542203791214}
{"data_time": 0.008016123436391354, "eta_seconds": 15.97840871103108, "fast_rcnn/cls_accuracy": 0.99267578125, "fast_rcnn/false_negative": 0.050412175015852885, "fast_rcnn/fg_cls_accuracy": 0.9495878249841471, "iteration": 31979, "loss_box_reg": 0.0042932053620461375, "loss_cls": 0.015719097398687154, "loss_rpn_cls": 0.00016505436406077933, "loss_rpn_loc": 0.0008168619278876577, "lr": 0.0001, "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": 0.7616748847067356, "total_loss": 0.021061333015950368}
{"bbox/AP": 18.915808620089074, "bbox/AP50": 29.92008258388224, "bbox/AP75": 20.687381976707915, "bbox/APl": 26.316369136320457, "bbox/APm": 20.773092450744233, "bbox/APs": 9.410603221317988, "bbox/bAP": 24.203784422595927, "bbox/bAP50": 37.94990226767491, "bbox/bAP75": 26.62738248499813, "bbox/bAPl": 33.364745668069595, "bbox/bAPm": 26.994167229712758, "bbox/bAPs": 12.38583707046421, "bbox/nAP": 3.0518812125685213, "bbox/nAP50": 5.830623532504228, "bbox/nAP75": 2.867380451837278, "bbox/nAPl": 5.171239541073035, "bbox/nAPm": 2.109868113838656, "bbox/nAPs": 0.6336633663366333, "data_time": 0.008238972164690495, "eta_seconds": 0.7610844438895583, "fast_rcnn/cls_accuracy": 0.9921875, "fast_rcnn/false_negative": 0.05397727272727273, "fast_rcnn/fg_cls_accuracy": 0.9460227272727273, "iteration": 31999, "loss_box_reg": 0.0042768695566337556, "loss_cls": 0.014544739504344761, "loss_rpn_cls": 0.00018181923701376945, "loss_rpn_loc": 0.0006357417951221578, "lr": 0.0001, "roi_head/num_bg_samples": 492.375, "roi_head/num_fg_samples": 19.625, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.7653191350400448, "total_loss": 0.02043782313171505}
