{"data_time": 0.004092613235116005, "eta_seconds": 6507.794546045363, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.06, "fast_rcnn/fg_cls_accuracy": 0.9285714285714286, "iteration": 19, "loss_box_reg": 0.06312543456442654, "loss_cls": 0.2594711696729064, "loss_rpn_cls": 0.009601819299859926, "loss_rpn_loc": 0.007894343085354194, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431762412190437, "total_loss": 0.34865156710918654}
{"data_time": 0.003497643396258354, "eta_seconds": 6313.618909601122, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5047554347826086, "fast_rcnn/fg_cls_accuracy": 0.494375, "iteration": 39, "loss_box_reg": 0.06785333866719157, "loss_cls": 0.11990508181042969, "loss_rpn_cls": 0.009862309071195341, "loss_rpn_loc": 0.0061249828140717, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5113533148542047, "total_loss": 0.20669972562745897}
{"data_time": 0.0033872928470373154, "eta_seconds": 6334.42790803127, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.48260073260073255, "fast_rcnn/fg_cls_accuracy": 0.5173992673992674, "iteration": 59, "loss_box_reg": 0.07121367269428447, "loss_cls": 0.11948226217646152, "loss_rpn_cls": 0.004231264430245574, "loss_rpn_loc": 0.005664677075401414, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.53454474452883, "total_loss": 0.20052391928174984}
{"data_time": 0.003437385894358158, "eta_seconds": 6213.520757909864, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.399624765478424, "fast_rcnn/fg_cls_accuracy": 0.5983899821109124, "iteration": 79, "loss_box_reg": 0.06769804866053164, "loss_cls": 0.10896844347007573, "loss_rpn_cls": 0.0033245431714021834, "loss_rpn_loc": 0.004600745567586273, "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": 0.5056481305509806, "total_loss": 0.17996743907019663}
{"data_time": 0.003335139714181423, "eta_seconds": 6160.305958611891, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5167567567567568, "fast_rcnn/fg_cls_accuracy": 0.44924192485168096, "iteration": 99, "loss_box_reg": 0.07102480507455766, "loss_cls": 0.10237544239498675, "loss_rpn_cls": 0.003348783575802372, "loss_rpn_loc": 0.004587825009366497, "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": 0.5030433489009738, "total_loss": 0.1809501190587639}
{"data_time": 0.003413720056414604, "eta_seconds": 6149.953373184428, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5767263427109974, "fast_rcnn/fg_cls_accuracy": 0.41550451189499593, "iteration": 119, "loss_box_reg": 0.06698739633429796, "loss_cls": 0.09297358407638967, "loss_rpn_cls": 0.002790498127524188, "loss_rpn_loc": 0.0050746480555972084, "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": 0.5195924350991845, "total_loss": 0.17418556761799664}
{"data_time": 0.003065096214413643, "eta_seconds": 6113.055474318564, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.4722222222222222, "iteration": 139, "loss_box_reg": 0.06422884773928672, "loss_cls": 0.09905432211235166, "loss_rpn_cls": 0.0034392423336839784, "loss_rpn_loc": 0.006027472802088596, "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": 0.5129959136247635, "total_loss": 0.17089276495764238}
{"data_time": 0.0032596951350569725, "eta_seconds": 6129.2482023295015, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.484029484029484, "fast_rcnn/fg_cls_accuracy": 0.5159705159705159, "iteration": 159, "loss_box_reg": 0.0659271297045052, "loss_cls": 0.09078373992815614, "loss_rpn_cls": 0.0030487514295600704, "loss_rpn_loc": 0.004919576451356988, "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": 0.5218161046504974, "total_loss": 0.16664572075501383}
{"data_time": 0.00340876542031765, "eta_seconds": 6118.8956169020385, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5631578947368421, "fast_rcnn/fg_cls_accuracy": 0.4, "iteration": 179, "loss_box_reg": 0.06100723869167268, "loss_cls": 0.08537902764510363, "loss_rpn_cls": 0.00272895295950093, "loss_rpn_loc": 0.004099772650079103, "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": 0.517459467984736, "total_loss": 0.15194750017974457}
{"data_time": 0.0032139448449015617, "eta_seconds": 6110.011257406324, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5681444991789819, "fast_rcnn/fg_cls_accuracy": 0.3923227065712427, "iteration": 199, "loss_box_reg": 0.05999647651333362, "loss_cls": 0.08641696337144822, "loss_rpn_cls": 0.002223801096420175, "loss_rpn_loc": 0.005152994817763101, "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": 0.5193889308720827, "total_loss": 0.15343727038543875}
{"data_time": 0.0032334448769688606, "eta_seconds": 6099.656183671206, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4375, "fast_rcnn/fg_cls_accuracy": 0.5263157894736843, "iteration": 219, "loss_box_reg": 0.06206674233544618, "loss_cls": 0.0824379309779033, "loss_rpn_cls": 0.0024170197395960713, "loss_rpn_loc": 0.004946524866682012, "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": 0.5164544740691781, "total_loss": 0.1551142093821909}
{"data_time": 0.0035295384004712105, "eta_seconds": 6077.360912268981, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4913793103448276, "fast_rcnn/fg_cls_accuracy": 0.5086206896551724, "iteration": 239, "loss_box_reg": 0.06251655076630414, "loss_cls": 0.08039149374235421, "loss_rpn_cls": 0.0018843802436094848, "loss_rpn_loc": 0.005450031570944702, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5052277641370893, "total_loss": 0.14943906383496142}
{"data_time": 0.0031700870022177696, "eta_seconds": 6051.208525754511, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.3090277777777778, "fast_rcnn/fg_cls_accuracy": 0.6607387140902873, "iteration": 259, "loss_box_reg": 0.056705933646298945, "loss_cls": 0.0766385990427807, "loss_rpn_cls": 0.0024985439983993274, "loss_rpn_loc": 0.004079713828105014, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.512007380835712, "total_loss": 0.13940388134017212}
{"data_time": 0.003322959877550602, "eta_seconds": 6027.456341452897, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5406746031746031, "fast_rcnn/fg_cls_accuracy": 0.4593253968253968, "iteration": 279, "loss_box_reg": 0.053251520497724414, "loss_cls": 0.07707045669667423, "loss_rpn_cls": 0.002175101339162211, "loss_rpn_loc": 0.004388955174363218, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5010205889120698, "total_loss": 0.1371566923262435}
{"data_time": 0.0031430795788764954, "eta_seconds": 5994.916296441108, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4522222222222222, "fast_rcnn/fg_cls_accuracy": 0.5266666666666666, "iteration": 299, "loss_box_reg": 0.06418628455139697, "loss_cls": 0.07359179854393005, "loss_rpn_cls": 0.0020640309985537897, "loss_rpn_loc": 0.00442275120440172, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5045673102140427, "total_loss": 0.14214044125344572}
{"data_time": 0.0032810959964990616, "eta_seconds": 6012.13366940245, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5015521064301552, "fast_rcnn/fg_cls_accuracy": 0.48625277161862523, "iteration": 319, "loss_box_reg": 0.057743574725463986, "loss_cls": 0.07568120898213238, "loss_rpn_cls": 0.0023112975231924793, "loss_rpn_loc": 0.004611748925526626, "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": 0.5350071573629975, "total_loss": 0.13912123728050574}
{"data_time": 0.003256315365433693, "eta_seconds": 6009.97722671181, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4675697865353038, "fast_rcnn/fg_cls_accuracy": 0.5324302134646963, "iteration": 339, "loss_box_reg": 0.05672804807545617, "loss_cls": 0.07375181920360774, "loss_rpn_cls": 0.0021602392462227726, "loss_rpn_loc": 0.003945141608710401, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5250936113297939, "total_loss": 0.13462558040009753}
{"data_time": 0.0033258777111768723, "eta_seconds": 5999.669401951134, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.563973063973064, "fast_rcnn/fg_cls_accuracy": 0.43602693602693604, "iteration": 359, "loss_box_reg": 0.05652221362106502, "loss_cls": 0.07723168865777552, "loss_rpn_cls": 0.002203937090598629, "loss_rpn_loc": 0.004116059892112389, "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": 0.5083055943250656, "total_loss": 0.1393943877201309}
{"data_time": 0.003460073843598366, "eta_seconds": 6007.704443957657, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.567037037037037, "fast_rcnn/fg_cls_accuracy": 0.432962962962963, "iteration": 379, "loss_box_reg": 0.05621636664727703, "loss_cls": 0.07126787351444364, "loss_rpn_cls": 0.0018519378354540095, "loss_rpn_loc": 0.003756796220841352, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5249544251710176, "total_loss": 0.13182089250244644}
{"data_time": 0.0032651303336024284, "eta_seconds": 6006.426227292046, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4747126436781609, "fast_rcnn/fg_cls_accuracy": 0.5252873563218391, "iteration": 399, "loss_box_reg": 0.053588853508699685, "loss_cls": 0.07524178992025554, "loss_rpn_cls": 0.002162866270282393, "loss_rpn_loc": 0.004224063664878486, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5384819926694036, "total_loss": 0.13694795620222067}
{"data_time": 0.0034484751522541046, "eta_seconds": 5999.426044952124, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3944055944055944, "fast_rcnn/fg_cls_accuracy": 0.5595533498759305, "iteration": 419, "loss_box_reg": 0.05400670075323433, "loss_cls": 0.07188654621131718, "loss_rpn_cls": 0.0019093782007075788, "loss_rpn_loc": 0.0035324107739143074, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5224054772406816, "total_loss": 0.13496616774153836}
{"data_time": 0.0030851317569613457, "eta_seconds": 5989.065236654133, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.49195402298850577, "fast_rcnn/fg_cls_accuracy": 0.5080459770114942, "iteration": 439, "loss_box_reg": 0.05397744936635718, "loss_cls": 0.06746783736161888, "loss_rpn_cls": 0.0024811457293481, "loss_rpn_loc": 0.0035046659722866025, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5176149317994714, "total_loss": 0.12766938794675298}
{"data_time": 0.0031778309494256973, "eta_seconds": 5981.718815406784, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.44590643274853803, "fast_rcnn/fg_cls_accuracy": 0.5371853546910755, "iteration": 459, "loss_box_reg": 0.055821285233832896, "loss_cls": 0.0693667329614982, "loss_rpn_cls": 0.002055152820503281, "loss_rpn_loc": 0.0034281785046914592, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5229992046952248, "total_loss": 0.1318868973712597}
{"data_time": 0.0032936902716755867, "eta_seconds": 5980.867125572637, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4424342105263158, "fast_rcnn/fg_cls_accuracy": 0.5575657894736843, "iteration": 479, "loss_box_reg": 0.052049398596864194, "loss_cls": 0.06716197286732495, "loss_rpn_cls": 0.002112971526912588, "loss_rpn_loc": 0.004292095014534425, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5240644887089729, "total_loss": 0.1235322919119426}
{"data_time": 0.0035169022157788277, "eta_seconds": 5960.986751234159, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5201086956521739, "fast_rcnn/fg_cls_accuracy": 0.45072463768115945, "iteration": 499, "loss_box_reg": 0.05636756052263081, "loss_cls": 0.06986473244614899, "loss_rpn_cls": 0.0018726539123576913, "loss_rpn_loc": 0.0038207222351047676, "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": 0.5154296364635229, "total_loss": 0.13075997789360372}
{"data_time": 0.003241918981075287, "eta_seconds": 5950.620719147846, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40265866209262435, "fast_rcnn/fg_cls_accuracy": 0.5973413379073756, "iteration": 519, "loss_box_reg": 0.050036060507409275, "loss_cls": 0.06849662598688155, "loss_rpn_cls": 0.0020665011270466493, "loss_rpn_loc": 0.003439446350967046, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5143225183710456, "total_loss": 0.12463666765279413}
{"data_time": 0.0034413281828165054, "eta_seconds": 5940.254687061533, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4054621848739496, "fast_rcnn/fg_cls_accuracy": 0.5945378151260504, "iteration": 539, "loss_box_reg": 0.049390490050427616, "loss_cls": 0.0664343839744106, "loss_rpn_cls": 0.0015251324537643995, "loss_rpn_loc": 0.003179350431310013, "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": 0.516055915504694, "total_loss": 0.1260031938472821}
{"data_time": 0.0031200433149933815, "eta_seconds": 5931.412357380614, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.27658371040723984, "fast_rcnn/fg_cls_accuracy": 0.7234162895927603, "iteration": 559, "loss_box_reg": 0.05093185603618622, "loss_cls": 0.0658377034123987, "loss_rpn_cls": 0.00209660587813687, "loss_rpn_loc": 0.003922600801161025, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5261707147583365, "total_loss": 0.12726805796683038}
{"data_time": 0.0031692087650299072, "eta_seconds": 5921.0436617117375, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.45138888888888884, "fast_rcnn/fg_cls_accuracy": 0.5252192982456141, "iteration": 579, "loss_box_reg": 0.04787334625143558, "loss_cls": 0.06377212121151388, "loss_rpn_cls": 0.0016793281077696065, "loss_rpn_loc": 0.0033871679042931646, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5135945873335004, "total_loss": 0.11919184895859303}
{"data_time": 0.0031794551759958267, "eta_seconds": 5910.674966042861, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6785714285714286, "iteration": 599, "loss_box_reg": 0.04734870919492096, "loss_cls": 0.06253201304934919, "loss_rpn_cls": 0.0021407800263659738, "loss_rpn_loc": 0.0036427023296710104, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5144071560353041, "total_loss": 0.11559957757708617}
{"data_time": 0.00309933815151453, "eta_seconds": 5911.700775852427, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4613526570048309, "fast_rcnn/fg_cls_accuracy": 0.538647342995169, "iteration": 619, "loss_box_reg": 0.04944574984256178, "loss_cls": 0.06283064233139157, "loss_rpn_cls": 0.0020096094440305023, "loss_rpn_loc": 0.004427914540428901, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5242664348334074, "total_loss": 0.11863145518043439}
{"data_time": 0.0035951044410467148, "eta_seconds": 5902.002429602668, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 639, "loss_box_reg": 0.048145501990802586, "loss_cls": 0.06404756125994027, "loss_rpn_cls": 0.0019317252576911415, "loss_rpn_loc": 0.003298604831798002, "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": 0.524524737149477, "total_loss": 0.1209306098126035}
{"data_time": 0.0033026672899723053, "eta_seconds": 5891.612494861707, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4950980392156863, "fast_rcnn/fg_cls_accuracy": 0.5049019607843137, "iteration": 659, "loss_box_reg": 0.04521673242561519, "loss_cls": 0.060663100448437035, "loss_rpn_cls": 0.0017106598215264057, "loss_rpn_loc": 0.003502724452118855, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5181675180792809, "total_loss": 0.11093805660061662}
{"data_time": 0.003376704640686512, "eta_seconds": 5885.0756199825555, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.45497076023391814, "fast_rcnn/fg_cls_accuracy": 0.5450292397660819, "iteration": 679, "loss_box_reg": 0.04951287165749818, "loss_cls": 0.06642939825542271, "loss_rpn_cls": 0.0015659019004488073, "loss_rpn_loc": 0.0035910566366510466, "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": 0.5260880421847105, "total_loss": 0.12392475330227626}
{"data_time": 0.003033369779586792, "eta_seconds": 5881.902185199782, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45333333333333337, "fast_rcnn/fg_cls_accuracy": 0.5466666666666666, "iteration": 699, "loss_box_reg": 0.04340189113281667, "loss_cls": 0.06417548633180559, "loss_rpn_cls": 0.001576300732551772, "loss_rpn_loc": 0.0032866465371625964, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.537500899285078, "total_loss": 0.11343022930860513}
{"data_time": 0.003295890986919403, "eta_seconds": 5872.513279197738, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4621461487820935, "fast_rcnn/fg_cls_accuracy": 0.5378538512179065, "iteration": 719, "loss_box_reg": 0.04729743715142831, "loss_cls": 0.062442541297059506, "loss_rpn_cls": 0.001829690058457345, "loss_rpn_loc": 0.0032438775851915125, "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": 0.5281142136082053, "total_loss": 0.11748776006470507}
{"data_time": 0.0033087190240621567, "eta_seconds": 5862.101944601163, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.47673160173160173, "fast_rcnn/fg_cls_accuracy": 0.5232683982683983, "iteration": 739, "loss_box_reg": 0.04231125256046653, "loss_cls": 0.0604155242908746, "loss_rpn_cls": 0.0017990207410889525, "loss_rpn_loc": 0.004418521435582079, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5211478443816304, "total_loss": 0.1099466354926335}
{"data_time": 0.0033491943031549454, "eta_seconds": 5848.238081339747, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.39305555555555555, "fast_rcnn/fg_cls_accuracy": 0.6069444444444444, "iteration": 759, "loss_box_reg": 0.0451865455834195, "loss_cls": 0.061076455283910036, "loss_rpn_cls": 0.0014394852751138387, "loss_rpn_loc": 0.0039030790867400356, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5047766277566552, "total_loss": 0.11335483088407727}
{"data_time": 0.0031833481043577194, "eta_seconds": 5829.2728864159435, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41666666666666663, "fast_rcnn/fg_cls_accuracy": 0.5833333333333333, "iteration": 779, "loss_box_reg": 0.04140222317073494, "loss_cls": 0.061883434071205556, "loss_rpn_cls": 0.0017609940218790143, "loss_rpn_loc": 0.00374392926460132, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5151842851191759, "total_loss": 0.11141497762446306}
{"data_time": 0.0032495204359292984, "eta_seconds": 5822.695169987157, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3283492822966507, "fast_rcnn/fg_cls_accuracy": 0.6716507177033493, "iteration": 799, "loss_box_reg": 0.04176868370268494, "loss_cls": 0.06465437868610024, "loss_rpn_cls": 0.002028448787882553, "loss_rpn_loc": 0.0036835451974184252, "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": 0.5299386316910386, "total_loss": 0.1138809411320949}
{"data_time": 0.0032286513596773148, "eta_seconds": 5817.022505778819, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2815892314372558, "fast_rcnn/fg_cls_accuracy": 0.7184107685627443, "iteration": 819, "loss_box_reg": 0.03983289055759087, "loss_cls": 0.05886104831006378, "loss_rpn_cls": 0.0016304096516250866, "loss_rpn_loc": 0.004393870316562243, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5268384264782071, "total_loss": 0.10459735954498228}
{"data_time": 0.0033784294500947, "eta_seconds": 5797.424862427637, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.34294871794871795, "fast_rcnn/fg_cls_accuracy": 0.6570512820512822, "iteration": 839, "loss_box_reg": 0.04069480625912547, "loss_cls": 0.06082604045514017, "loss_rpn_cls": 0.002048746806622148, "loss_rpn_loc": 0.003100853122305125, "lr": 0.001, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5142021989449859, "total_loss": 0.10716795833332071}
{"data_time": 0.0032456181943416595, "eta_seconds": 5787.713147452101, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5336206896551725, "fast_rcnn/fg_cls_accuracy": 0.4663793103448276, "iteration": 859, "loss_box_reg": 0.03894412441877648, "loss_cls": 0.05987116333562881, "loss_rpn_cls": 0.0016726175038286328, "loss_rpn_loc": 0.004158537420153152, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5246656062081456, "total_loss": 0.10337893121757702}
{"data_time": 0.0032822610810399055, "eta_seconds": 5776.64742362313, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.23310810810810811, "fast_rcnn/fg_cls_accuracy": 0.7668918918918919, "iteration": 879, "loss_box_reg": 0.03791835712036118, "loss_cls": 0.06037670245859772, "loss_rpn_cls": 0.0021537077013817907, "loss_rpn_loc": 0.0034417993629176635, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5123994136229157, "total_loss": 0.10421777355236372}
{"data_time": 0.003135964274406433, "eta_seconds": 5755.144531009719, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.38921568627450975, "fast_rcnn/fg_cls_accuracy": 0.6107843137254902, "iteration": 899, "loss_box_reg": 0.039448319643270224, "loss_cls": 0.06012499635107815, "loss_rpn_cls": 0.002050191229045595, "loss_rpn_loc": 0.002980736637255177, "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": 0.4995161024853587, "total_loss": 0.10416201819646176}
{"data_time": 0.0030437884852290154, "eta_seconds": 5744.775835340843, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.42329227323628216, "fast_rcnn/fg_cls_accuracy": 0.5710178263369753, "iteration": 919, "loss_box_reg": 0.03753691812744364, "loss_cls": 0.059399410616606474, "loss_rpn_cls": 0.0017085052459151484, "loss_rpn_loc": 0.003541036250680918, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5184621587395668, "total_loss": 0.0975763241281129}
{"data_time": 0.0033338963985443115, "eta_seconds": 5732.3825311772525, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3086167800453515, "fast_rcnn/fg_cls_accuracy": 0.6913832199546486, "iteration": 939, "loss_box_reg": 0.03596497973194346, "loss_cls": 0.05933107505552471, "loss_rpn_cls": 0.0018456240483715192, "loss_rpn_loc": 0.003947503264498664, "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": 0.5042029675096273, "total_loss": 0.09842271556226478}
{"data_time": 0.003319942392408848, "eta_seconds": 5722.568013248965, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4146079484425349, "fast_rcnn/fg_cls_accuracy": 0.5853920515574651, "iteration": 959, "loss_box_reg": 0.03496114816516638, "loss_cls": 0.05956481338944286, "loss_rpn_cls": 0.0014057345442779479, "loss_rpn_loc": 0.0027470678542158566, "lr": 0.001, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5217573838308454, "total_loss": 0.09808444202388955}
{"data_time": 0.003311184234917164, "eta_seconds": 5717.704732665792, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.42727272727272725, "fast_rcnn/fg_cls_accuracy": 0.5727272727272728, "iteration": 979, "loss_box_reg": 0.03726416564313695, "loss_cls": 0.059416932810563594, "loss_rpn_cls": 0.0016190248668976892, "loss_rpn_loc": 0.002605617351946421, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5246102837845683, "total_loss": 0.10212873160332947}
{"data_time": 0.0030575739219784737, "eta_seconds": 5701.83594907634, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3943965517241379, "fast_rcnn/fg_cls_accuracy": 0.6056034482758621, "iteration": 999, "loss_box_reg": 0.036744081880897284, "loss_cls": 0.05595240730326623, "loss_rpn_cls": 0.0018749806899904797, "loss_rpn_loc": 0.0031332515500253066, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5098745683208108, "total_loss": 0.09821376418133809}
{"data_time": 0.002949148416519165, "eta_seconds": 5687.027515139431, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5071428571428571, "fast_rcnn/fg_cls_accuracy": 0.4928571428571429, "iteration": 1019, "loss_box_reg": 0.03332312387647107, "loss_cls": 0.059161403216421604, "loss_rpn_cls": 0.0013225228512396825, "loss_rpn_loc": 0.0027534924302017316, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5182259259745479, "total_loss": 0.09704330764560609}
{"data_time": 0.0033844169229269028, "eta_seconds": 5678.477165248245, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3973684210526316, "fast_rcnn/fg_cls_accuracy": 0.6026315789473684, "iteration": 1039, "loss_box_reg": 0.03587354125920683, "loss_cls": 0.05414813314564526, "loss_rpn_cls": 0.0015645199620735184, "loss_rpn_loc": 0.0028235169302206486, "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": 0.5172381838783622, "total_loss": 0.09393813383303495}
{"data_time": 0.0030688829720020294, "eta_seconds": 5668.691679183394, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.42500000000000004, "fast_rcnn/fg_cls_accuracy": 0.559959349593496, "iteration": 1059, "loss_box_reg": 0.030527444556355476, "loss_cls": 0.05216842703521252, "loss_rpn_cls": 0.0017588965621087027, "loss_rpn_loc": 0.003173497047100682, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5239256471395493, "total_loss": 0.08753799693158726}
{"data_time": 0.003250955604016781, "eta_seconds": 5659.0021363683045, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4008654602675059, "fast_rcnn/fg_cls_accuracy": 0.5853658536585366, "iteration": 1079, "loss_box_reg": 0.03223133384017274, "loss_cls": 0.05405716807581484, "loss_rpn_cls": 0.0013681868359469718, "loss_rpn_loc": 0.0027236172536504455, "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": 0.5015552099794149, "total_loss": 0.09417251910792857}
{"data_time": 0.0030842581763863564, "eta_seconds": 5647.9670957662165, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.35346938775510206, "fast_rcnn/fg_cls_accuracy": 0.6465306122448979, "iteration": 1099, "loss_box_reg": 0.03220032813260332, "loss_cls": 0.05671652976889163, "loss_rpn_cls": 0.0013631693249749333, "loss_rpn_loc": 0.0026626801445672754, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5017136484384537, "total_loss": 0.094899035959088}
{"data_time": 0.0033787647262215614, "eta_seconds": 5638.275088895112, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.28303471444568873, "fast_rcnn/fg_cls_accuracy": 0.7169652855543114, "iteration": 1119, "loss_box_reg": 0.029572554514743388, "loss_cls": 0.059172765526454896, "loss_rpn_cls": 0.0013930109936381996, "loss_rpn_loc": 0.00344010717162746, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.522623348981142, "total_loss": 0.09346360832614664}
{"data_time": 0.0033050570636987686, "eta_seconds": 5627.911565158516, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4096989966555184, "fast_rcnn/fg_cls_accuracy": 0.5903010033444815, "iteration": 1139, "loss_box_reg": 0.030448850127868354, "loss_cls": 0.0575126368785277, "loss_rpn_cls": 0.001997597182466393, "loss_rpn_loc": 0.0030708345948369242, "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": 0.5128981601446867, "total_loss": 0.09320232695176855}
{"data_time": 0.0031578149646520615, "eta_seconds": 5617.1945438832045, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.43212530712530717, "fast_rcnn/fg_cls_accuracy": 0.5678746928746929, "iteration": 1159, "loss_box_reg": 0.030663884477689862, "loss_cls": 0.054594434914179146, "loss_rpn_cls": 0.0022648778043503626, "loss_rpn_loc": 0.0029666330410691444, "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": 0.5170326447114348, "total_loss": 0.08945728383764617}
{"data_time": 0.0033177249133586884, "eta_seconds": 5605.948490571231, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3365683229813664, "fast_rcnn/fg_cls_accuracy": 0.661773607748184, "iteration": 1179, "loss_box_reg": 0.030839850311167538, "loss_cls": 0.05576403590384871, "loss_rpn_cls": 0.00121150865703612, "loss_rpn_loc": 0.002827727163094096, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5116668539121747, "total_loss": 0.09114883153353048}
{"data_time": 0.0033493805676698685, "eta_seconds": 5593.7900820160285, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3968531468531469, "fast_rcnn/fg_cls_accuracy": 0.6031468531468531, "iteration": 1199, "loss_box_reg": 0.030018243880476803, "loss_cls": 0.05699497798923403, "loss_rpn_cls": 0.0008914278273550735, "loss_rpn_loc": 0.0034923212788271485, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5203135879710317, "total_loss": 0.09450197279113581}
{"data_time": 0.003021259792149067, "eta_seconds": 5577.2402399284765, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3712121212121212, "fast_rcnn/fg_cls_accuracy": 0.6219851576994434, "iteration": 1219, "loss_box_reg": 0.02915515610948205, "loss_cls": 0.05576244043186307, "loss_rpn_cls": 0.0016943984257977718, "loss_rpn_loc": 0.0033004793731379323, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.4913597349077463, "total_loss": 0.09480344971649401}
{"data_time": 0.0032473718747496605, "eta_seconds": 5570.779159599915, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3070489844683393, "fast_rcnn/fg_cls_accuracy": 0.6929510155316607, "iteration": 1239, "loss_box_reg": 0.030096371076069772, "loss_cls": 0.0537794881965965, "loss_rpn_cls": 0.0015436497214409428, "loss_rpn_loc": 0.0030413035747187678, "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": 0.5416251579299569, "total_loss": 0.09107326424270923}
{"data_time": 0.0032562529668211937, "eta_seconds": 5561.734070090577, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.34708333333333335, "fast_rcnn/fg_cls_accuracy": 0.6529166666666667, "iteration": 1259, "loss_box_reg": 0.029370231728535146, "loss_cls": 0.055048438371159136, "loss_rpn_cls": 0.0016448851814629961, "loss_rpn_loc": 0.0034591372532304376, "lr": 0.001, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5132297948002815, "total_loss": 0.0902324681653397}
{"data_time": 0.003236662596464157, "eta_seconds": 5555.366899002343, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.29150943396226414, "fast_rcnn/fg_cls_accuracy": 0.7084905660377359, "iteration": 1279, "loss_box_reg": 0.028132779872976243, "loss_cls": 0.05671463464386761, "loss_rpn_cls": 0.0014843817015730565, "loss_rpn_loc": 0.00328577584514278, "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": 0.5252826511859894, "total_loss": 0.09293905188737028}
{"data_time": 0.003241914324462414, "eta_seconds": 5545.003375265747, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3185990338164251, "fast_rcnn/fg_cls_accuracy": 0.6814009661835749, "iteration": 1299, "loss_box_reg": 0.028597500640898943, "loss_cls": 0.054446440655738115, "loss_rpn_cls": 0.0008644323568205436, "loss_rpn_loc": 0.002913216929300688, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.505644821561873, "total_loss": 0.08627490685302064}
{"data_time": 0.003228972665965557, "eta_seconds": 5532.212881059386, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3487841945288754, "fast_rcnn/fg_cls_accuracy": 0.6512158054711246, "iteration": 1319, "loss_box_reg": 0.027743902115616947, "loss_cls": 0.05891595291905105, "loss_rpn_cls": 0.0018858617891055474, "loss_rpn_loc": 0.0025793798340600915, "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": 0.5180108742788434, "total_loss": 0.09046632941578991}
{"data_time": 0.0032680295407772064, "eta_seconds": 5520.309740362689, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.32575757575757575, "fast_rcnn/fg_cls_accuracy": 0.6742424242424242, "iteration": 1339, "loss_box_reg": 0.026007990294601768, "loss_cls": 0.05365491076372564, "loss_rpn_cls": 0.001524561441840433, "loss_rpn_loc": 0.004006753119028872, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5083441194146872, "total_loss": 0.08476054016688295}
{"data_time": 0.00341794453561306, "eta_seconds": 5509.225416535512, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.6499999999999999, "iteration": 1359, "loss_box_reg": 0.026745724841021, "loss_cls": 0.05564533197320998, "loss_rpn_cls": 0.0016281622010865249, "loss_rpn_loc": 0.0028886713334941305, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5165080968290567, "total_loss": 0.08846207341093759}
{"data_time": 0.0031639570370316505, "eta_seconds": 5496.664445934817, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32498453927025356, "fast_rcnn/fg_cls_accuracy": 0.6554779806659505, "iteration": 1379, "loss_box_reg": 0.026124055148102343, "loss_cls": 0.05047371389809996, "loss_rpn_cls": 0.000987664513161235, "loss_rpn_loc": 0.002651398808666272, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5183845907449722, "total_loss": 0.08250766403250509}
{"data_time": 0.0032686730846762657, "eta_seconds": 5482.295339170843, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3435344827586207, "fast_rcnn/fg_cls_accuracy": 0.6564655172413794, "iteration": 1399, "loss_box_reg": 0.025276428903453052, "loss_cls": 0.05374929995741695, "loss_rpn_cls": 0.002051232162443739, "loss_rpn_loc": 0.0029966574657009915, "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": 0.5232393387705088, "total_loss": 0.08398220202599305}
{"data_time": 0.0033706175163388252, "eta_seconds": 5473.183225667104, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4045709703287891, "fast_rcnn/fg_cls_accuracy": 0.5954290296712108, "iteration": 1419, "loss_box_reg": 0.02501469274284318, "loss_cls": 0.05370018433313817, "loss_rpn_cls": 0.0015138972663635286, "loss_rpn_loc": 0.0034485750511521474, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5300880493596196, "total_loss": 0.08684766474391381}
{"data_time": 0.0032101506367325783, "eta_seconds": 5464.643765329383, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3197278911564626, "fast_rcnn/fg_cls_accuracy": 0.6802721088435374, "iteration": 1439, "loss_box_reg": 0.025230738916434348, "loss_cls": 0.05445189803140238, "loss_rpn_cls": 0.001046207060596771, "loss_rpn_loc": 0.003369457022927236, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5313488449901342, "total_loss": 0.08423066450856709}
{"data_time": 0.003575344569981098, "eta_seconds": 5452.492617120966, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3637566137566137, "fast_rcnn/fg_cls_accuracy": 0.6362433862433863, "iteration": 1459, "loss_box_reg": 0.025333658326417208, "loss_cls": 0.051105501246638596, "loss_rpn_cls": 0.0011700256912945406, "loss_rpn_loc": 0.0032049798173829913, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5153827099129558, "total_loss": 0.08075995063558139}
{"data_time": 0.0032240115106105804, "eta_seconds": 5440.512697091326, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38181818181818183, "fast_rcnn/fg_cls_accuracy": 0.6181818181818182, "iteration": 1479, "loss_box_reg": 0.02320505288662389, "loss_cls": 0.04944847850129008, "loss_rpn_cls": 0.0015131182321965753, "loss_rpn_loc": 0.002786237091640942, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5162569275125861, "total_loss": 0.07902315819819705}
{"data_time": 0.003359762020409107, "eta_seconds": 5432.976065988652, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.35523715415019763, "fast_rcnn/fg_cls_accuracy": 0.6447628458498024, "iteration": 1499, "loss_box_reg": 0.022119842877145857, "loss_cls": 0.05304751603398472, "loss_rpn_cls": 0.0015571353681593791, "loss_rpn_loc": 0.003125518636807101, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.531974776647985, "total_loss": 0.08084903742428651}
{"data_time": 0.0031956927850842476, "eta_seconds": 5423.623366785236, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.43977591036414565, "fast_rcnn/fg_cls_accuracy": 0.5602240896358543, "iteration": 1519, "loss_box_reg": 0.022148220043163747, "loss_cls": 0.05124458810314536, "loss_rpn_cls": 0.0010623400579703457, "loss_rpn_loc": 0.0032045349726104178, "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": 0.5427397098392248, "total_loss": 0.08071593433417945}
{"data_time": 0.00327509269118309, "eta_seconds": 5414.496152375825, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3255980861244019, "fast_rcnn/fg_cls_accuracy": 0.6744019138755981, "iteration": 1539, "loss_box_reg": 0.02376884827390313, "loss_cls": 0.05192424159031361, "loss_rpn_cls": 0.0015640411388631037, "loss_rpn_loc": 0.0025727952815941535, "lr": 0.001, "roi_head/num_bg_samples": 486.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5259894700720906, "total_loss": 0.08169866355567024}
{"data_time": 0.003217030316591263, "eta_seconds": 5406.497113132849, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.329719387755102, "fast_rcnn/fg_cls_accuracy": 0.6702806122448979, "iteration": 1559, "loss_box_reg": 0.023791862244252115, "loss_cls": 0.05265917209908366, "loss_rpn_cls": 0.0008590265697421273, "loss_rpn_loc": 0.002958881152153481, "lr": 0.001, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5265663852915168, "total_loss": 0.08342813363856294}
{"data_time": 0.0033832229673862457, "eta_seconds": 5392.575050593354, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.4897959183673469, "fast_rcnn/fg_cls_accuracy": 0.5102040816326531, "iteration": 1579, "loss_box_reg": 0.022595785441808403, "loss_cls": 0.053203349583782256, "loss_rpn_cls": 0.0012620803812524173, "loss_rpn_loc": 0.002853008176316507, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5028104810044169, "total_loss": 0.07939603785303007}
{"data_time": 0.0033225705847144127, "eta_seconds": 5381.238364188932, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.42052631578947364, "fast_rcnn/fg_cls_accuracy": 0.5717317487266553, "iteration": 1599, "loss_box_reg": 0.023798376321792603, "loss_cls": 0.05498096172232181, "loss_rpn_cls": 0.0010900828040760757, "loss_rpn_loc": 0.0033216556257684715, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5027366261929274, "total_loss": 0.0823663346950525}
{"data_time": 0.0032316120341420174, "eta_seconds": 5367.448230817914, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2394736842105263, "fast_rcnn/fg_cls_accuracy": 0.7521929824561404, "iteration": 1619, "loss_box_reg": 0.022453692159615457, "loss_cls": 0.05048490490298718, "loss_rpn_cls": 0.001774772436647254, "loss_rpn_loc": 0.0028564889144035988, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5096626672893763, "total_loss": 0.0789073013054633}
{"data_time": 0.0035109659656882286, "eta_seconds": 5357.775121619925, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4196172248803828, "fast_rcnn/fg_cls_accuracy": 0.5803827751196172, "iteration": 1639, "loss_box_reg": 0.02190902823349461, "loss_cls": 0.05108896311139688, "loss_rpn_cls": 0.0008924914177441678, "loss_rpn_loc": 0.0032296090212184936, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5424037892371416, "total_loss": 0.07961619580254364}
{"data_time": 0.0034860223531723022, "eta_seconds": 5346.766415074468, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3156028368794326, "fast_rcnn/fg_cls_accuracy": 0.6843971631205674, "iteration": 1659, "loss_box_reg": 0.022109280340373516, "loss_cls": 0.05232599232112989, "loss_rpn_cls": 0.001729942686324648, "loss_rpn_loc": 0.00252568411451648, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5068076988682151, "total_loss": 0.08201151972508569}
{"data_time": 0.0030911043286323547, "eta_seconds": 5335.628705517389, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2580581761006289, "fast_rcnn/fg_cls_accuracy": 0.7217261904761905, "iteration": 1679, "loss_box_reg": 0.02134498840314336, "loss_cls": 0.05315650219563395, "loss_rpn_cls": 0.0014804315061098805, "loss_rpn_loc": 0.002868884665076621, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5163626736029983, "total_loss": 0.07906422364402488}
{"data_time": 0.003205220215022564, "eta_seconds": 5323.5707812309265, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.34345898004434594, "fast_rcnn/fg_cls_accuracy": 0.634965034965035, "iteration": 1699, "loss_box_reg": 0.021534361701924354, "loss_cls": 0.05373023578431457, "loss_rpn_cls": 0.0011050715433498226, "loss_rpn_loc": 0.0029476696290657856, "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": 0.515681404620409, "total_loss": 0.0800017213335309}
{"data_time": 0.003139479085803032, "eta_seconds": 5307.7404309511185, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.40508365508365507, "fast_rcnn/fg_cls_accuracy": 0.5949163449163449, "iteration": 1719, "loss_box_reg": 0.021155158174224198, "loss_cls": 0.05084572290070355, "loss_rpn_cls": 0.0018425246901472292, "loss_rpn_loc": 0.002293069483130239, "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": 0.5075333816930652, "total_loss": 0.0760747997490796}
{"data_time": 0.003086390905082226, "eta_seconds": 5295.9203146304935, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3803656597774245, "fast_rcnn/fg_cls_accuracy": 0.610906862745098, "iteration": 1739, "loss_box_reg": 0.022234115924220532, "loss_cls": 0.05080562556395307, "loss_rpn_cls": 0.0013218025192145433, "loss_rpn_loc": 0.002457320273606456, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5109997875988483, "total_loss": 0.07613498052970868}
{"data_time": 0.003004448488354683, "eta_seconds": 5287.611092095263, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38235294117647056, "fast_rcnn/fg_cls_accuracy": 0.6176470588235294, "iteration": 1759, "loss_box_reg": 0.021389048546552658, "loss_cls": 0.05346275394549593, "loss_rpn_cls": 0.0009711934296205982, "loss_rpn_loc": 0.002470050265401369, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5099651282653213, "total_loss": 0.0788521926685064}
{"data_time": 0.0032445918768644333, "eta_seconds": 5277.284735114314, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.21921182266009853, "fast_rcnn/fg_cls_accuracy": 0.7807881773399015, "iteration": 1779, "loss_box_reg": 0.02045379701303318, "loss_cls": 0.050357064115814865, "loss_rpn_cls": 0.0010858635138788486, "loss_rpn_loc": 0.003740100175491534, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5154114719480276, "total_loss": 0.07701729683208214}
{"data_time": 0.0029127849265933037, "eta_seconds": 5267.677854560316, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3431372549019608, "fast_rcnn/fg_cls_accuracy": 0.6568627450980392, "iteration": 1799, "loss_box_reg": 0.020462377840885893, "loss_cls": 0.05218471644911915, "loss_rpn_cls": 0.002410343363408174, "loss_rpn_loc": 0.0024529295333195478, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349524021148682, "total_loss": 0.07762687305978488}
{"data_time": 0.00316594447940588, "eta_seconds": 5256.632021152414, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3198051948051948, "fast_rcnn/fg_cls_accuracy": 0.6709090909090909, "iteration": 1819, "loss_box_reg": 0.02129708114080131, "loss_cls": 0.0524011692032218, "loss_rpn_cls": 0.0016821789116647778, "loss_rpn_loc": 0.002909359071054496, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5244960617274046, "total_loss": 0.07556417771843371}
{"data_time": 0.003281133249402046, "eta_seconds": 5245.788397908211, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4478221415607986, "fast_rcnn/fg_cls_accuracy": 0.5521778584392014, "iteration": 1839, "loss_box_reg": 0.020936942542903125, "loss_cls": 0.051102362864185125, "loss_rpn_cls": 0.0009354885408043856, "loss_rpn_loc": 0.0027259440030320548, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5062972623854876, "total_loss": 0.07574153555810881}
{"data_time": 0.0030988063663244247, "eta_seconds": 5235.979307190515, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3115203761755486, "fast_rcnn/fg_cls_accuracy": 0.6884796238244515, "iteration": 1859, "loss_box_reg": 0.02125256205908954, "loss_cls": 0.051414085435681045, "loss_rpn_cls": 0.0014446288712406385, "loss_rpn_loc": 0.0028254115568415727, "lr": 0.001, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397249246016145, "total_loss": 0.08045548901282018}
{"data_time": 0.0034297648817300797, "eta_seconds": 5224.871768013574, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.32578849721706865, "fast_rcnn/fg_cls_accuracy": 0.6742115027829314, "iteration": 1879, "loss_box_reg": 0.020645316573791206, "loss_cls": 0.05084077036008239, "loss_rpn_cls": 0.0015492697340846462, "loss_rpn_loc": 0.003456622565863654, "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": 0.5065469853579998, "total_loss": 0.07747908238596324}
{"data_time": 0.0034888116642832756, "eta_seconds": 5217.914764297195, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.33813364055299544, "fast_rcnn/fg_cls_accuracy": 0.6618663594470047, "iteration": 1899, "loss_box_reg": 0.021238285931758583, "loss_cls": 0.05158991948701441, "loss_rpn_cls": 0.0015819441203461793, "loss_rpn_loc": 0.002216883636720013, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.525810219347477, "total_loss": 0.07637938730943006}
{"data_time": 0.0033684298396110535, "eta_seconds": 5208.640971937217, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23529411764705882, "fast_rcnn/fg_cls_accuracy": 0.7100840336134454, "iteration": 1919, "loss_box_reg": 0.02101288252742961, "loss_cls": 0.05391555919777602, "loss_rpn_cls": 0.0010020729690722874, "loss_rpn_loc": 0.0023488696169806644, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5202246690168977, "total_loss": 0.07694771248486632}
{"data_time": 0.0031001754105091095, "eta_seconds": 5199.538455486298, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.22408026755852845, "fast_rcnn/fg_cls_accuracy": 0.7759197324414716, "iteration": 1939, "loss_box_reg": 0.01998770097270608, "loss_cls": 0.05155210196971893, "loss_rpn_cls": 0.0009541964406025727, "loss_rpn_loc": 0.0023645350484002847, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5178806055337191, "total_loss": 0.07531010856416742}
{"data_time": 0.0032682623714208603, "eta_seconds": 5188.442196115851, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.32499999999999996, "fast_rcnn/fg_cls_accuracy": 0.675, "iteration": 1959, "loss_box_reg": 0.020284092403016984, "loss_cls": 0.05234700383152813, "loss_rpn_cls": 0.0015437822747514929, "loss_rpn_loc": 0.0021856703351659235, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5303745865821838, "total_loss": 0.07798652296798991}
{"data_time": 0.0029203128069639206, "eta_seconds": 5175.149816147052, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.37332864180154823, "fast_rcnn/fg_cls_accuracy": 0.6103448275862069, "iteration": 1979, "loss_box_reg": 0.019063084037043154, "loss_cls": 0.05101896543055773, "loss_rpn_cls": 0.0015785644810648591, "loss_rpn_loc": 0.00232482491992414, "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": 0.5111684231087565, "total_loss": 0.07544318380337245}
{"data_time": 0.0032914262264966965, "eta_seconds": 5167.426357698627, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.45031796502384736, "fast_rcnn/fg_cls_accuracy": 0.5496820349761526, "iteration": 1999, "loss_box_reg": 0.01913556968793273, "loss_cls": 0.052411482378374785, "loss_rpn_cls": 0.0010900765937691403, "loss_rpn_loc": 0.0026216551377729047, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5237470222637057, "total_loss": 0.07630386841992731}
{"data_time": 0.003605901263654232, "eta_seconds": 5157.092538365163, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.31970128022759603, "fast_rcnn/fg_cls_accuracy": 0.680298719772404, "iteration": 2019, "loss_box_reg": 0.019753305765334517, "loss_cls": 0.052406734554097056, "loss_rpn_cls": 0.0012375304839906676, "loss_rpn_loc": 0.002380901867581997, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5071623856201768, "total_loss": 0.07555721020088413}
{"data_time": 0.0033893948420882225, "eta_seconds": 5148.755544822663, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6622807017543859, "iteration": 2039, "loss_box_reg": 0.019714168505743146, "loss_cls": 0.04826489475090057, "loss_rpn_cls": 0.0017579925358859327, "loss_rpn_loc": 0.0024356937774427934, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5304398788139224, "total_loss": 0.07232640491741726}
{"data_time": 0.0032614488154649734, "eta_seconds": 5137.522292613983, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3904761904761905, "fast_rcnn/fg_cls_accuracy": 0.6095238095238096, "iteration": 2059, "loss_box_reg": 0.019947751134168357, "loss_cls": 0.05318719142815098, "loss_rpn_cls": 0.001555222315573701, "loss_rpn_loc": 0.0030914495182514656, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5284115243703127, "total_loss": 0.07771427719325175}
{"data_time": 0.003133576363325119, "eta_seconds": 5128.0798875801265, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.3255879059350504, "fast_rcnn/fg_cls_accuracy": 0.6744120940649496, "iteration": 2079, "loss_box_reg": 0.019420231052208692, "loss_cls": 0.04965003230609, "loss_rpn_cls": 0.0011945252352916214, "loss_rpn_loc": 0.0029152011484256946, "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": 0.5236195372417569, "total_loss": 0.07203330059758173}
{"data_time": 0.0032747462391853333, "eta_seconds": 5119.704578890465, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.413034188034188, "fast_rcnn/fg_cls_accuracy": 0.5869658119658119, "iteration": 2099, "loss_box_reg": 0.019927018031012267, "loss_cls": 0.05117894499562681, "loss_rpn_cls": 0.0013120329291496091, "loss_rpn_loc": 0.0022618982548010536, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.4995659338310361, "total_loss": 0.0743651735729145}
{"data_time": 0.0032739657908678055, "eta_seconds": 5111.052880060859, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34573170731707314, "fast_rcnn/fg_cls_accuracy": 0.6542682926829269, "iteration": 2119, "loss_box_reg": 0.018787737819366157, "loss_cls": 0.051802676054649055, "loss_rpn_cls": 0.001449336612836305, "loss_rpn_loc": 0.002523857881897129, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5304549960419536, "total_loss": 0.07507969141670401}
{"data_time": 0.0031509017571806908, "eta_seconds": 5099.0209930753335, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.181857081728712, "fast_rcnn/fg_cls_accuracy": 0.8181429182712879, "iteration": 2139, "loss_box_reg": 0.018370587087702006, "loss_cls": 0.05071756284451112, "loss_rpn_cls": 0.001109107547279109, "loss_rpn_loc": 0.0023993042996153235, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5126355178654194, "total_loss": 0.07415030859158378}
{"data_time": 0.0032304376363754272, "eta_seconds": 5089.792829496786, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3634558093346574, "fast_rcnn/fg_cls_accuracy": 0.6365441906653426, "iteration": 2159, "loss_box_reg": 0.019276093516964465, "loss_cls": 0.05121570697519928, "loss_rpn_cls": 0.0008511123137253662, "loss_rpn_loc": 0.003752747754333541, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5236028591170907, "total_loss": 0.07571431221629155}
{"data_time": 0.003019156865775585, "eta_seconds": 5075.230636589229, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3911070780399274, "fast_rcnn/fg_cls_accuracy": 0.6088929219600725, "iteration": 2179, "loss_box_reg": 0.01729936629999429, "loss_cls": 0.049466816475614905, "loss_rpn_cls": 0.0013624712587230192, "loss_rpn_loc": 0.0029387690556177404, "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": 0.4952146289870143, "total_loss": 0.07211303978931483}
{"data_time": 0.0031784605234861374, "eta_seconds": 5061.838668267243, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 2199, "loss_box_reg": 0.017574521945789456, "loss_cls": 0.05128048616461456, "loss_rpn_cls": 0.0007961366517861279, "loss_rpn_loc": 0.0023733991911285557, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5020420970395207, "total_loss": 0.0739491752755157}
{"data_time": 0.003360757604241371, "eta_seconds": 5055.998239658773, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2906976744186046, "fast_rcnn/fg_cls_accuracy": 0.6940753045404209, "iteration": 2219, "loss_box_reg": 0.019167165330145508, "loss_cls": 0.04929627198725939, "loss_rpn_cls": 0.0012812808129325504, "loss_rpn_loc": 0.0021799526948598213, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5203437153249979, "total_loss": 0.07541171899765686}
{"data_time": 0.0031357957050204277, "eta_seconds": 5050.183397977613, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39387755102040817, "fast_rcnn/fg_cls_accuracy": 0.6061224489795918, "iteration": 2239, "loss_box_reg": 0.018119292188202962, "loss_cls": 0.0496488381177187, "loss_rpn_cls": 0.0015430731700689648, "loss_rpn_loc": 0.003478317714325385, "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": 0.5266725877299905, "total_loss": 0.0728483147353245}
{"data_time": 0.0030775312334299088, "eta_seconds": 5040.846271413378, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3788515406162465, "fast_rcnn/fg_cls_accuracy": 0.6211484593837535, "iteration": 2259, "loss_box_reg": 0.017699689808068797, "loss_cls": 0.04997366457246244, "loss_rpn_cls": 0.0012000015048556634, "loss_rpn_loc": 0.0019724785852304194, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5228603621944785, "total_loss": 0.07137651538931777}
{"data_time": 0.003532964736223221, "eta_seconds": 5025.9667940586805, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.27466555183946484, "fast_rcnn/fg_cls_accuracy": 0.6936070686070686, "iteration": 2279, "loss_box_reg": 0.018247174739371985, "loss_cls": 0.047762217407580465, "loss_rpn_cls": 0.0016418935687170233, "loss_rpn_loc": 0.0026448661483300384, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5149640245363116, "total_loss": 0.06881080708956233}
{"data_time": 0.002996469847857952, "eta_seconds": 5017.384436434135, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3295744680851064, "fast_rcnn/fg_cls_accuracy": 0.6704255319148936, "iteration": 2299, "loss_box_reg": 0.01848278392571956, "loss_cls": 0.05148939462378621, "loss_rpn_cls": 0.0013660199375635784, "loss_rpn_loc": 0.0023898757754068356, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5101328697055578, "total_loss": 0.07316784982000968}
{"data_time": 0.0030208537355065346, "eta_seconds": 5007.0403802823275, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.23219373219373218, "fast_rcnn/fg_cls_accuracy": 0.7678062678062678, "iteration": 2319, "loss_box_reg": 0.01775020663626492, "loss_cls": 0.047909096378134564, "loss_rpn_cls": 0.001803505589350607, "loss_rpn_loc": 0.0033113039207819384, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5185298109427094, "total_loss": 0.0725209765416821}
{"data_time": 0.003389536403119564, "eta_seconds": 4993.86943327263, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4069264069264069, "fast_rcnn/fg_cls_accuracy": 0.5930735930735931, "iteration": 2339, "loss_box_reg": 0.01763492391910404, "loss_cls": 0.05086237844079733, "loss_rpn_cls": 0.0013723829903256046, "loss_rpn_loc": 0.0023523725649283733, "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": 0.4886439237743616, "total_loss": 0.0718480943811528}
{"data_time": 0.003273473121225834, "eta_seconds": 4985.182589158416, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3193627450980392, "fast_rcnn/fg_cls_accuracy": 0.6806372549019608, "iteration": 2359, "loss_box_reg": 0.016989338560961187, "loss_cls": 0.04959091835189611, "loss_rpn_cls": 0.0014209680304304584, "loss_rpn_loc": 0.002678786893739016, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5285685891285539, "total_loss": 0.06960966299949689}
{"data_time": 0.0030596815049648285, "eta_seconds": 4973.1930253095925, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3139232270657124, "fast_rcnn/fg_cls_accuracy": 0.6860767729342876, "iteration": 2379, "loss_box_reg": 0.017552324396092445, "loss_cls": 0.04912874335423112, "loss_rpn_cls": 0.0014359779833910125, "loss_rpn_loc": 0.0023756895898259245, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5133628118783236, "total_loss": 0.07055426806527976}
{"data_time": 0.003145934082567692, "eta_seconds": 4957.867968071252, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2714987714987715, "fast_rcnn/fg_cls_accuracy": 0.7272727272727273, "iteration": 2399, "loss_box_reg": 0.01669479114934802, "loss_cls": 0.0482022930518724, "loss_rpn_cls": 0.0010488279355058694, "loss_rpn_loc": 0.002548229731473839, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.48602783773094416, "total_loss": 0.07033124508382116}
{"data_time": 0.0032280003651976585, "eta_seconds": 4945.4384820293635, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3613053613053613, "fast_rcnn/fg_cls_accuracy": 0.6265151515151515, "iteration": 2419, "loss_box_reg": 0.0168644220684655, "loss_cls": 0.04989917215425521, "loss_rpn_cls": 0.0007234147655026391, "loss_rpn_loc": 0.0026040924531116616, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5174157610163093, "total_loss": 0.06977209751767077}
{"data_time": 0.003244655206799507, "eta_seconds": 4933.349956931546, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.27121212121212124, "fast_rcnn/fg_cls_accuracy": 0.7287878787878788, "iteration": 2439, "loss_box_reg": 0.01783405867172405, "loss_cls": 0.05155539250699803, "loss_rpn_cls": 0.0012273558647848404, "loss_rpn_loc": 0.002142530807759613, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.48998962063342333, "total_loss": 0.07407734347890482}
{"data_time": 0.0031222468242049217, "eta_seconds": 4923.0302205923945, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.26207729468599034, "fast_rcnn/fg_cls_accuracy": 0.7379227053140096, "iteration": 2459, "loss_box_reg": 0.016656431078445166, "loss_cls": 0.05151997960638255, "loss_rpn_cls": 0.0011392497209499197, "loss_rpn_loc": 0.0023146578423620667, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5199517486616969, "total_loss": 0.07149345690578457}
{"data_time": 0.0033051883801817894, "eta_seconds": 4911.9205212006345, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.41885553470919323, "fast_rcnn/fg_cls_accuracy": 0.5611888111888111, "iteration": 2479, "loss_box_reg": 0.017210615216754377, "loss_cls": 0.04989141470286995, "loss_rpn_cls": 0.0010152505019505043, "loss_rpn_loc": 0.002153969086066354, "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": 0.5146678108721972, "total_loss": 0.07208877994065688}
{"data_time": 0.003325497731566429, "eta_seconds": 4900.336525375955, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.37636165577342046, "fast_rcnn/fg_cls_accuracy": 0.6236383442265796, "iteration": 2499, "loss_box_reg": 0.01644342311192304, "loss_cls": 0.049067246611230075, "loss_rpn_cls": 0.001132248918111145, "loss_rpn_loc": 0.002304316618392477, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5178399160504341, "total_loss": 0.06865422661553566}
{"data_time": 0.0031500402837991714, "eta_seconds": 4887.542763196863, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3426157697121402, "fast_rcnn/fg_cls_accuracy": 0.6028423772609819, "iteration": 2519, "loss_box_reg": 0.017145578865893185, "loss_cls": 0.04927078925538808, "loss_rpn_cls": 0.0009170993397162874, "loss_rpn_loc": 0.0021448733659781283, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5058276848867536, "total_loss": 0.07129879625819058}
{"data_time": 0.003166799433529377, "eta_seconds": 4877.2325791167095, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3044871794871795, "fast_rcnn/fg_cls_accuracy": 0.6955128205128205, "iteration": 2539, "loss_box_reg": 0.018075487401802093, "loss_cls": 0.048397865204606205, "loss_rpn_cls": 0.0008094939929037537, "loss_rpn_loc": 0.0024680758360773325, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5199329387396574, "total_loss": 0.06953205182577449}
{"data_time": 0.0031791934743523598, "eta_seconds": 4863.84432863351, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2797101449275362, "fast_rcnn/fg_cls_accuracy": 0.6369565217391304, "iteration": 2559, "loss_box_reg": 0.017263668589293957, "loss_cls": 0.04890938219614327, "loss_rpn_cls": 0.000972784616322997, "loss_rpn_loc": 0.0023711261164862663, "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": 0.5166435986757278, "total_loss": 0.07000872140483239}
{"data_time": 0.0031735720112919807, "eta_seconds": 4858.180201930925, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.27386363636363636, "fast_rcnn/fg_cls_accuracy": 0.7261363636363636, "iteration": 2579, "loss_box_reg": 0.016591268707998097, "loss_cls": 0.05001585261197761, "loss_rpn_cls": 0.0011581410664689429, "loss_rpn_loc": 0.0024220727100328077, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.524541282095015, "total_loss": 0.07118495189564555}
{"data_time": 0.0031131692230701447, "eta_seconds": 4849.222877435386, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.39158163265306123, "fast_rcnn/fg_cls_accuracy": 0.6084183673469388, "iteration": 2599, "loss_box_reg": 0.01629513135412708, "loss_cls": 0.04688800370786339, "loss_rpn_cls": 0.001790561195321061, "loss_rpn_loc": 0.0021975866402499378, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.521111624315381, "total_loss": 0.06874645719551609}
{"data_time": 0.0031017037108540535, "eta_seconds": 4840.840793028474, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2722567287784679, "fast_rcnn/fg_cls_accuracy": 0.7277432712215322, "iteration": 2619, "loss_box_reg": 0.016827523766551167, "loss_cls": 0.04814368730876595, "loss_rpn_cls": 0.0008369722503402954, "loss_rpn_loc": 0.002028146793236374, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5361236995086074, "total_loss": 0.06889555409145487}
{"data_time": 0.003245282918214798, "eta_seconds": 4830.520271137357, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2821969696969697, "fast_rcnn/fg_cls_accuracy": 0.706439393939394, "iteration": 2639, "loss_box_reg": 0.016432366333901882, "loss_cls": 0.0472718202508986, "loss_rpn_cls": 0.001206862759232763, "loss_rpn_loc": 0.002681338017282542, "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": 0.5222559459507465, "total_loss": 0.06709354811897583}
{"data_time": 0.0031353021040558815, "eta_seconds": 4821.557338548824, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2802964254577158, "fast_rcnn/fg_cls_accuracy": 0.7197035745422842, "iteration": 2659, "loss_box_reg": 0.01576449046842754, "loss_cls": 0.050377421372104436, "loss_rpn_cls": 0.0010525758124515505, "loss_rpn_loc": 0.0021808663732372224, "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": 0.5269536357372999, "total_loss": 0.07088229352780218}
{"data_time": 0.0032254764810204506, "eta_seconds": 4811.233909925446, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.33333333333333337, "fast_rcnn/fg_cls_accuracy": 0.6666666666666667, "iteration": 2679, "loss_box_reg": 0.016813998925499618, "loss_cls": 0.0495090585318394, "loss_rpn_cls": 0.0010694852025494583, "loss_rpn_loc": 0.001689322765741963, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5180984390899539, "total_loss": 0.07063033332741497}
{"data_time": 0.003232443705201149, "eta_seconds": 4800.701063198969, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4052215884159719, "fast_rcnn/fg_cls_accuracy": 0.5767077267637178, "iteration": 2699, "loss_box_reg": 0.01583114924142137, "loss_cls": 0.049978910537902266, "loss_rpn_cls": 0.0007512273518273105, "loss_rpn_loc": 0.0020497614968917333, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5098049100488424, "total_loss": 0.06905731770166312}
{"data_time": 0.003198503516614437, "eta_seconds": 4790.378084888682, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32575757575757575, "fast_rcnn/fg_cls_accuracy": 0.6742424242424242, "iteration": 2719, "loss_box_reg": 0.01623955537797883, "loss_cls": 0.04910491383634508, "loss_rpn_cls": 0.0015871903385118458, "loss_rpn_loc": 0.0026528975322435144, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5055851759389043, "total_loss": 0.0695954487327981}
{"data_time": 0.0034716008231043816, "eta_seconds": 4780.537018619478, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2780612244897959, "fast_rcnn/fg_cls_accuracy": 0.721938775510204, "iteration": 2739, "loss_box_reg": 0.016037905937992036, "loss_cls": 0.049318729201331735, "loss_rpn_cls": 0.0008119323843018833, "loss_rpn_loc": 0.0024638739669171628, "lr": 0.001, "roi_head/num_bg_samples": 488.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5244078310206532, "total_loss": 0.06838440824733993}
{"data_time": 0.0031504184007644653, "eta_seconds": 4771.967283923179, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21474358974358976, "fast_rcnn/fg_cls_accuracy": 0.7596153846153846, "iteration": 2759, "loss_box_reg": 0.01644783344818279, "loss_cls": 0.05010148789733648, "loss_rpn_cls": 0.0008639752603585293, "loss_rpn_loc": 0.0022977942244324367, "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": 0.5171998180449009, "total_loss": 0.0729384133721851}
{"data_time": 0.003344985656440258, "eta_seconds": 4764.736519684084, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.26308784383318545, "fast_rcnn/fg_cls_accuracy": 0.7369121561668146, "iteration": 2779, "loss_box_reg": 0.015454666397999972, "loss_cls": 0.04984902555588633, "loss_rpn_cls": 0.0011629145897984472, "loss_rpn_loc": 0.002330010633158963, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5288415867835283, "total_loss": 0.06976216977091099}
{"data_time": 0.003206382505595684, "eta_seconds": 4749.722624338232, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3162337662337662, "fast_rcnn/fg_cls_accuracy": 0.6837662337662338, "iteration": 2799, "loss_box_reg": 0.01562754437327385, "loss_cls": 0.05003161099739373, "loss_rpn_cls": 0.0010220370073739105, "loss_rpn_loc": 0.0023940752507769503, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5146765559911728, "total_loss": 0.07068338476676672}
{"data_time": 0.0031595025211572647, "eta_seconds": 4738.969909561798, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.31666666666666665, "fast_rcnn/fg_cls_accuracy": 0.6833333333333333, "iteration": 2819, "loss_box_reg": 0.015323614235967398, "loss_cls": 0.04826670931652188, "loss_rpn_cls": 0.0010381661643350526, "loss_rpn_loc": 0.0021136109171493445, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5153764253482223, "total_loss": 0.0682903889003228}
{"data_time": 0.0033651674166321754, "eta_seconds": 4728.64648093842, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.31215213358070504, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 2839, "loss_box_reg": 0.015332623675931245, "loss_cls": 0.050315576780121773, "loss_rpn_cls": 0.0014560012364199793, "loss_rpn_loc": 0.0019061313214479014, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5117832720279694, "total_loss": 0.0717325661738073}
{"data_time": 0.003199782222509384, "eta_seconds": 4717.650942136534, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2928571428571428, "fast_rcnn/fg_cls_accuracy": 0.7029411764705882, "iteration": 2859, "loss_box_reg": 0.016208135581109673, "loss_cls": 0.04748671222478151, "loss_rpn_cls": 0.0011298174158582697, "loss_rpn_loc": 0.0018212198701803572, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5217504482716322, "total_loss": 0.06775965566785658}
{"data_time": 0.0033076470717787743, "eta_seconds": 4710.0003892071545, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2503001200480192, "fast_rcnn/fg_cls_accuracy": 0.7309833024118739, "iteration": 2879, "loss_box_reg": 0.015477959183044732, "loss_cls": 0.05112932645715773, "loss_rpn_cls": 0.0013559353760683734, "loss_rpn_loc": 0.0025979952988564037, "lr": 0.001, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5203843824565411, "total_loss": 0.07101924131711712}
{"data_time": 0.003170110285282135, "eta_seconds": 4699.67257342115, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.37422360248447206, "fast_rcnn/fg_cls_accuracy": 0.6016451233842539, "iteration": 2899, "loss_box_reg": 0.01522958348505199, "loss_cls": 0.04941755719482899, "loss_rpn_cls": 0.0009306926657188797, "loss_rpn_loc": 0.0016425843496108428, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5189418187364936, "total_loss": 0.06743324645594839}
{"data_time": 0.003328721970319748, "eta_seconds": 4691.3036721674725, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3666666666666667, "fast_rcnn/fg_cls_accuracy": 0.6333333333333333, "iteration": 2919, "loss_box_reg": 0.015292960917577147, "loss_cls": 0.05017564882291481, "loss_rpn_cls": 0.0010934178762909141, "loss_rpn_loc": 0.0027268307294434635, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5241721766069531, "total_loss": 0.06765794136470049}
{"data_time": 0.0031684143468737602, "eta_seconds": 4677.452092069201, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2805605247465712, "fast_rcnn/fg_cls_accuracy": 0.7194394752534288, "iteration": 2939, "loss_box_reg": 0.015343357168603688, "loss_cls": 0.05049012112431228, "loss_rpn_cls": 0.001104902976521771, "loss_rpn_loc": 0.0022146374503790867, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4973985468968749, "total_loss": 0.06739482982084155}
{"data_time": 0.003227011300623417, "eta_seconds": 4665.506585629657, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.38888888888888884, "fast_rcnn/fg_cls_accuracy": 0.6111111111111112, "iteration": 2959, "loss_box_reg": 0.01536722417222336, "loss_cls": 0.049880145699717104, "loss_rpn_cls": 0.0012509488561534, "loss_rpn_loc": 0.0019588770846894477, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5083498600870371, "total_loss": 0.0686974960990483}
{"data_time": 0.0032078707590699196, "eta_seconds": 4656.382480574772, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.31634615384615383, "fast_rcnn/fg_cls_accuracy": 0.6836538461538462, "iteration": 2979, "loss_box_reg": 0.015167605655733496, "loss_cls": 0.05002533900551498, "loss_rpn_cls": 0.001026227648310396, "loss_rpn_loc": 0.002291714721650351, "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": 0.536179780960083, "total_loss": 0.07019705487584815}
{"data_time": 0.003217862918972969, "eta_seconds": 4644.511496875435, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.7, "iteration": 2999, "loss_box_reg": 0.015319400816224515, "loss_cls": 0.05004167277365923, "loss_rpn_cls": 0.0011695285977566527, "loss_rpn_loc": 0.0022324006058624946, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5094955917447805, "total_loss": 0.06994830198473778}
{"data_time": 0.0030747437849640846, "eta_seconds": 4634.191506881267, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3082120582120582, "fast_rcnn/fg_cls_accuracy": 0.6917879417879418, "iteration": 3019, "loss_box_reg": 0.015481186972465366, "loss_cls": 0.048483373946510255, "loss_rpn_cls": 0.000883113620432141, "loss_rpn_loc": 0.0019600679115683306, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5124449646100402, "total_loss": 0.06585628037782953}
{"data_time": 0.0032295463606715202, "eta_seconds": 4623.182388832793, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3309716599190283, "fast_rcnn/fg_cls_accuracy": 0.6690283400809717, "iteration": 3039, "loss_box_reg": 0.015396847506053746, "loss_cls": 0.050419157661963254, "loss_rpn_cls": 0.0008592248563559224, "loss_rpn_loc": 0.002125540868291864, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5242222724482417, "total_loss": 0.0696664125446329}
{"data_time": 0.003333756700158119, "eta_seconds": 4612.86393689923, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2403846153846154, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 3059, "loss_box_reg": 0.014823649486061186, "loss_cls": 0.04854177648667246, "loss_rpn_cls": 0.0014428999163556, "loss_rpn_loc": 0.0022718911604897585, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5317018562927842, "total_loss": 0.06775458548554525}
{"data_time": 0.0032785162329673767, "eta_seconds": 4601.808976552449, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2254305977710233, "fast_rcnn/fg_cls_accuracy": 0.7745694022289766, "iteration": 3079, "loss_box_reg": 0.015049998124595731, "loss_cls": 0.049683133722282946, "loss_rpn_cls": 0.0009566619232828089, "loss_rpn_loc": 0.00196778218014515, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.507166194729507, "total_loss": 0.067959661953509}
{"data_time": 0.0030952980741858482, "eta_seconds": 4591.492175797932, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3137254901960784, "fast_rcnn/fg_cls_accuracy": 0.6862745098039216, "iteration": 3099, "loss_box_reg": 0.014099183317739516, "loss_cls": 0.04664709197822958, "loss_rpn_cls": 0.0012263243792460798, "loss_rpn_loc": 0.00207748323737178, "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": 0.5138178877532482, "total_loss": 0.06561124379800276}
{"data_time": 0.0033476920798420906, "eta_seconds": 4578.237240792252, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4027777777777778, "fast_rcnn/fg_cls_accuracy": 0.5666666666666667, "iteration": 3119, "loss_box_reg": 0.014808261883445084, "loss_cls": 0.04916184151079506, "loss_rpn_cls": 0.0014059815396478825, "loss_rpn_loc": 0.002155123267584713, "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": 0.5014312705025077, "total_loss": 0.06793345450773813}
{"data_time": 0.0034851329401135445, "eta_seconds": 4569.401843680069, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3007936507936508, "fast_rcnn/fg_cls_accuracy": 0.6992063492063492, "iteration": 3139, "loss_box_reg": 0.014891078229993582, "loss_cls": 0.04844389227218926, "loss_rpn_cls": 0.0013322165657427831, "loss_rpn_loc": 0.001955218362127198, "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": 0.5170293292030692, "total_loss": 0.06849501421254445}
{"data_time": 0.0029493793845176697, "eta_seconds": 4560.250987845473, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2779069767441861, "fast_rcnn/fg_cls_accuracy": 0.6833333333333333, "iteration": 3159, "loss_box_reg": 0.014061053923796862, "loss_cls": 0.045359451265539974, "loss_rpn_cls": 0.0009997793143554645, "loss_rpn_loc": 0.0022145600960357115, "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": 0.5309400018304586, "total_loss": 0.0633371788135264}
{"data_time": 0.0032370295375585556, "eta_seconds": 4551.631586927921, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2157622739018088, "fast_rcnn/fg_cls_accuracy": 0.768888888888889, "iteration": 3179, "loss_box_reg": 0.014494644361548126, "loss_cls": 0.04861958249239251, "loss_rpn_cls": 0.0008465298787569964, "loss_rpn_loc": 0.0019494022089929786, "lr": 0.001, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.506140754558146, "total_loss": 0.06786672600196653}
{"data_time": 0.0031818589195609093, "eta_seconds": 4542.3758149901405, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.26785714285714285, "fast_rcnn/fg_cls_accuracy": 0.7321428571428572, "iteration": 3199, "loss_box_reg": 0.01511771499644965, "loss_cls": 0.0460840804153122, "loss_rpn_cls": 0.001094944098895212, "loss_rpn_loc": 0.0020780711947736563, "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": 0.5144326081499457, "total_loss": 0.0653868064119365}
{"data_time": 0.003264359198510647, "eta_seconds": 4529.591371270828, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4253003003003003, "fast_rcnn/fg_cls_accuracy": 0.5746996996996997, "iteration": 3219, "loss_box_reg": 0.014854735520202667, "loss_cls": 0.0481854741810821, "loss_rpn_cls": 0.0010064444625186297, "loss_rpn_loc": 0.0019525542302289978, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4901181347668171, "total_loss": 0.06611328619028711}
{"data_time": 0.0033717164769768715, "eta_seconds": 4514.783396821469, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.35391304347826086, "fast_rcnn/fg_cls_accuracy": 0.6460869565217391, "iteration": 3239, "loss_box_reg": 0.0144060097518377, "loss_cls": 0.04773641185602173, "loss_rpn_cls": 0.0009376868092658697, "loss_rpn_loc": 0.002224148905952461, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5211655683815479, "total_loss": 0.06657569009212239}
{"data_time": 0.003320363350212574, "eta_seconds": 4503.208618666045, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.31929347826086957, "fast_rcnn/fg_cls_accuracy": 0.6807065217391304, "iteration": 3259, "loss_box_reg": 0.015011932293418795, "loss_cls": 0.04859682748792693, "loss_rpn_cls": 0.0013092961979310758, "loss_rpn_loc": 0.0017999610863626003, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5215588873252273, "total_loss": 0.06575101246562554}
{"data_time": 0.0034127095714211464, "eta_seconds": 4491.5638165120035, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3573216520650814, "fast_rcnn/fg_cls_accuracy": 0.6426783479349187, "iteration": 3279, "loss_box_reg": 0.015844157489482313, "loss_cls": 0.05055246886331588, "loss_rpn_cls": 0.0013333158889068386, "loss_rpn_loc": 0.0025219031231245026, "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": 0.5045274114236236, "total_loss": 0.07086867960794052}
{"data_time": 0.0031515732407569885, "eta_seconds": 4484.38432545308, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2410873440285205, "fast_rcnn/fg_cls_accuracy": 0.7589126559714795, "iteration": 3299, "loss_box_reg": 0.014122030232101679, "loss_cls": 0.047264611697755754, "loss_rpn_cls": 0.0008516495117163458, "loss_rpn_loc": 0.0020513979870884214, "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": 0.5227209171280265, "total_loss": 0.06511039209813418}
{"data_time": 0.003183458000421524, "eta_seconds": 4475.7865668600425, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.24456521739130435, "fast_rcnn/fg_cls_accuracy": 0.743421052631579, "iteration": 3319, "loss_box_reg": 0.0146739853953477, "loss_cls": 0.05191160272806883, "loss_rpn_cls": 0.0009847872451018702, "loss_rpn_loc": 0.0023472920365747996, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5291424179449677, "total_loss": 0.07249197425068132}
{"data_time": 0.003128889948129654, "eta_seconds": 4467.529751216993, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38766233766233765, "fast_rcnn/fg_cls_accuracy": 0.6123376623376624, "iteration": 3339, "loss_box_reg": 0.013914688199292868, "loss_cls": 0.04700594721361995, "loss_rpn_cls": 0.0009152338394216031, "loss_rpn_loc": 0.0019902650274161715, "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": 0.5164108853787184, "total_loss": 0.06440168188510142}
{"data_time": 0.0034235110506415367, "eta_seconds": 4457.213321818039, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.30983302411873836, "fast_rcnn/fg_cls_accuracy": 0.6901669758812616, "iteration": 3359, "loss_box_reg": 0.013535428326576948, "loss_cls": 0.046646236965898424, "loss_rpn_cls": 0.0011333570282729966, "loss_rpn_loc": 0.002058356039924547, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5262907883152366, "total_loss": 0.06327706367756747}
{"data_time": 0.0031475257128477097, "eta_seconds": 4447.180442178622, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2935606060606061, "fast_rcnn/fg_cls_accuracy": 0.706439393939394, "iteration": 3379, "loss_box_reg": 0.014225249498849735, "loss_cls": 0.0492646949714981, "loss_rpn_cls": 0.0010405199003571397, "loss_rpn_loc": 0.0024611130538687576, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5091241439804435, "total_loss": 0.06790250131307118}
{"data_time": 0.0032468894496560097, "eta_seconds": 4436.863354967907, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3286445012787724, "fast_rcnn/fg_cls_accuracy": 0.6713554987212276, "iteration": 3399, "loss_box_reg": 0.014147045236313716, "loss_cls": 0.046427815745119005, "loss_rpn_cls": 0.0014217656079580365, "loss_rpn_loc": 0.001948006945895031, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5062469579279423, "total_loss": 0.06564752088412718}
{"data_time": 0.003001246601343155, "eta_seconds": 4426.546267757192, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.21071176885130374, "fast_rcnn/fg_cls_accuracy": 0.7892882311486962, "iteration": 3419, "loss_box_reg": 0.013891884475015104, "loss_cls": 0.0452415268518962, "loss_rpn_cls": 0.001574649779001902, "loss_rpn_loc": 0.0023506895231548697, "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": 0.5203396370634437, "total_loss": 0.06307410394754243}
{"data_time": 0.0031015370041131973, "eta_seconds": 4421.559158210643, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2811004784688995, "fast_rcnn/fg_cls_accuracy": 0.7188995215311005, "iteration": 3439, "loss_box_reg": 0.014502750127576292, "loss_cls": 0.04909784020856023, "loss_rpn_cls": 0.0012181574787177851, "loss_rpn_loc": 0.001809849669371033, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5166130661964417, "total_loss": 0.0672378826941582}
{"data_time": 0.0034198183566331863, "eta_seconds": 4410.275668775663, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.20564516129032256, "fast_rcnn/fg_cls_accuracy": 0.7840909090909092, "iteration": 3459, "loss_box_reg": 0.013657339382916689, "loss_cls": 0.045204194233519956, "loss_rpn_cls": 0.00103645364177396, "loss_rpn_loc": 0.0019517233422448044, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5098911980167031, "total_loss": 0.06252613294444131}
{"data_time": 0.003288939595222473, "eta_seconds": 4401.122941322625, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.25538461538461543, "fast_rcnn/fg_cls_accuracy": 0.7446153846153847, "iteration": 3479, "loss_box_reg": 0.014156716177240014, "loss_cls": 0.047046967316418886, "loss_rpn_cls": 0.0015327091224435208, "loss_rpn_loc": 0.0018923495990748052, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5375299155712128, "total_loss": 0.0645216025151285}
{"data_time": 0.003107643686234951, "eta_seconds": 4390.623507174663, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.30012004801920766, "fast_rcnn/fg_cls_accuracy": 0.6838952972493345, "iteration": 3499, "loss_box_reg": 0.013937644340330735, "loss_cls": 0.05127450078725815, "loss_rpn_cls": 0.0005920520061408752, "loss_rpn_loc": 0.0022732890356564894, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5137809719890356, "total_loss": 0.0675940898946692}
{"data_time": 0.0032975273206830025, "eta_seconds": 4381.560162300244, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2870715350223547, "fast_rcnn/fg_cls_accuracy": 0.6905080213903744, "iteration": 3519, "loss_box_reg": 0.013599082420114428, "loss_cls": 0.04710299885482527, "loss_rpn_cls": 0.0011249106312334334, "loss_rpn_loc": 0.002111171077558538, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5235465643927455, "total_loss": 0.06518987516713537}
{"data_time": 0.0033433251082897186, "eta_seconds": 4369.934693341143, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4038662486938349, "fast_rcnn/fg_cls_accuracy": 0.5847701149425287, "iteration": 3539, "loss_box_reg": 0.013752668688539416, "loss_cls": 0.04555762140080333, "loss_rpn_cls": 0.0009179241374397407, "loss_rpn_loc": 0.002172826589230681, "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": 0.5097025958821177, "total_loss": 0.06454741423848986}
{"data_time": 0.003265736624598503, "eta_seconds": 4356.707733131945, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.24730603448275862, "fast_rcnn/fg_cls_accuracy": 0.7192118226600985, "iteration": 3559, "loss_box_reg": 0.013803620531689376, "loss_cls": 0.048909262754023075, "loss_rpn_cls": 0.0009411399443877144, "loss_rpn_loc": 0.0021089234978717286, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5050668055191636, "total_loss": 0.06713562896124348}
{"data_time": 0.0031262151896953583, "eta_seconds": 4344.009570071474, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.33171834625322993, "fast_rcnn/fg_cls_accuracy": 0.6588372093023256, "iteration": 3579, "loss_box_reg": 0.013025082589592785, "loss_cls": 0.04764151875860989, "loss_rpn_cls": 0.0011747577775054197, "loss_rpn_loc": 0.002043891727225855, "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": 0.5120536033064127, "total_loss": 0.06422817500629208}
{"data_time": 0.0031654117628932, "eta_seconds": 4331.422986774705, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2801535087719298, "fast_rcnn/fg_cls_accuracy": 0.7198464912280702, "iteration": 3599, "loss_box_reg": 0.013908217137213796, "loss_cls": 0.0465816332725808, "loss_rpn_cls": 0.0007040558945448083, "loss_rpn_loc": 0.002190412487834692, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.49782592337578535, "total_loss": 0.06367712073245002}
{"data_time": 0.0032350318506360054, "eta_seconds": 4321.111302482896, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2361111111111111, "fast_rcnn/fg_cls_accuracy": 0.7638888888888888, "iteration": 3619, "loss_box_reg": 0.013893124996684492, "loss_cls": 0.048681219574064016, "loss_rpn_cls": 0.0011132691313378018, "loss_rpn_loc": 0.0019204921445634682, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5312911011278629, "total_loss": 0.06643260218814362}
{"data_time": 0.003284171223640442, "eta_seconds": 4312.242253052071, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2191142191142191, "fast_rcnn/fg_cls_accuracy": 0.780885780885781, "iteration": 3639, "loss_box_reg": 0.01380400249036029, "loss_cls": 0.046690771414432675, "loss_rpn_cls": 0.0010793621864735314, "loss_rpn_loc": 0.002055132548775873, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5270341485738754, "total_loss": 0.0660338449179676}
{"data_time": 0.003302072174847126, "eta_seconds": 4298.844921112992, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2648809523809524, "fast_rcnn/fg_cls_accuracy": 0.7351190476190477, "iteration": 3659, "loss_box_reg": 0.012728089641314, "loss_cls": 0.048649677191860974, "loss_rpn_cls": 0.0015313607036091526, "loss_rpn_loc": 0.002756087989837397, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.513687064871192, "total_loss": 0.0650275970670009}
{"data_time": 0.0033165281638503075, "eta_seconds": 4286.759905787185, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2976284584980237, "fast_rcnn/fg_cls_accuracy": 0.7023715415019762, "iteration": 3679, "loss_box_reg": 0.013058656244538724, "loss_cls": 0.04794932471122593, "loss_rpn_cls": 0.0009769884800903128, "loss_rpn_loc": 0.0018886957441281993, "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": 0.5087417010217905, "total_loss": 0.06445655320851529}
{"data_time": 0.0033275848254561424, "eta_seconds": 4274.989114134572, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.18348348348348348, "fast_rcnn/fg_cls_accuracy": 0.8165165165165165, "iteration": 3699, "loss_box_reg": 0.013107218779623508, "loss_cls": 0.045985944801941514, "loss_rpn_cls": 0.0007749920723654213, "loss_rpn_loc": 0.002214857639046386, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.49644721392542124, "total_loss": 0.06259984157111376}
{"data_time": 0.0030072927474975586, "eta_seconds": 4271.517592636868, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2461622807017544, "fast_rcnn/fg_cls_accuracy": 0.7538377192982456, "iteration": 3719, "loss_box_reg": 0.013175555097404867, "loss_cls": 0.0464392090216279, "loss_rpn_cls": 0.0008211078157671636, "loss_rpn_loc": 0.0017469498379796278, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5221876464784145, "total_loss": 0.06191436759883118}
{"data_time": 0.003033142536878586, "eta_seconds": 4261.472872385755, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.291005291005291, "fast_rcnn/fg_cls_accuracy": 0.7089947089947091, "iteration": 3739, "loss_box_reg": 0.013946515449788421, "loss_cls": 0.04986859951168299, "loss_rpn_cls": 0.0012359427238379794, "loss_rpn_loc": 0.001920178059663158, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5217073457315564, "total_loss": 0.06553923076785395}
{"data_time": 0.003249846398830414, "eta_seconds": 4249.943851992488, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.37073170731707317, "fast_rcnn/fg_cls_accuracy": 0.6118769883351007, "iteration": 3759, "loss_box_reg": 0.013343947299290448, "loss_cls": 0.04435951670166105, "loss_rpn_cls": 0.0015849260615823368, "loss_rpn_loc": 0.001940867441589944, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4966069180518389, "total_loss": 0.061038749936756176}
{"data_time": 0.0032861288636922836, "eta_seconds": 4238.509229729883, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3930313588850174, "fast_rcnn/fg_cls_accuracy": 0.6069686411149826, "iteration": 3779, "loss_box_reg": 0.01319588950718753, "loss_cls": 0.04652437870390713, "loss_rpn_cls": 0.0011942504558035694, "loss_rpn_loc": 0.00196527528896695, "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": 0.5351462960243225, "total_loss": 0.06296530572240044}
{"data_time": 0.0031562773510813713, "eta_seconds": 4229.721171783283, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.15643529822113705, "fast_rcnn/fg_cls_accuracy": 0.8150916104146577, "iteration": 3799, "loss_box_reg": 0.013229817268438637, "loss_cls": 0.0466178844217211, "loss_rpn_cls": 0.0014159191109683888, "loss_rpn_loc": 0.0017514232495159376, "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": 0.5316210612654686, "total_loss": 0.06292156903944601}
{"data_time": 0.0031127091497182846, "eta_seconds": 4214.635595390573, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2503192848020434, "fast_rcnn/fg_cls_accuracy": 0.7496807151979565, "iteration": 3819, "loss_box_reg": 0.013847754278685898, "loss_cls": 0.049079019750934094, "loss_rpn_cls": 0.0012810980647373071, "loss_rpn_loc": 0.0017808479788072873, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5056385574862361, "total_loss": 0.06730520611739621}
{"data_time": 0.0030494611710309982, "eta_seconds": 4207.574969447218, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.30090497737556565, "fast_rcnn/fg_cls_accuracy": 0.6990950226244343, "iteration": 3839, "loss_box_reg": 0.013401334232185036, "loss_cls": 0.04733871773350984, "loss_rpn_cls": 0.0011738576076396612, "loss_rpn_loc": 0.0017509266290289816, "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": 0.5213508987799287, "total_loss": 0.06298745188428256}
{"data_time": 0.0032335398718714714, "eta_seconds": 4198.775766307488, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3035826524198617, "fast_rcnn/fg_cls_accuracy": 0.6964173475801383, "iteration": 3859, "loss_box_reg": 0.013359335105633363, "loss_cls": 0.04447180399438366, "loss_rpn_cls": 0.0012731149498890204, "loss_rpn_loc": 0.0018242634287162218, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5246929368004203, "total_loss": 0.060842078211351236}
{"data_time": 0.0030143978074193, "eta_seconds": 4186.952129258774, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.463126159554731, "fast_rcnn/fg_cls_accuracy": 0.536873840445269, "iteration": 3879, "loss_box_reg": 0.012953853642102331, "loss_cls": 0.0468667694949545, "loss_rpn_cls": 0.0010055526584693553, "loss_rpn_loc": 0.0018469560964149423, "lr": 0.001, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5160886580124497, "total_loss": 0.06410071120643579}
{"data_time": 0.00347030907869339, "eta_seconds": 4177.74483011663, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3279569892473118, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 3899, "loss_box_reg": 0.013137430418282747, "loss_cls": 0.045441529306117445, "loss_rpn_cls": 0.0009162225580610084, "loss_rpn_loc": 0.0020063399169885088, "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": 0.5334238298237324, "total_loss": 0.06164259342151013}
{"data_time": 0.0031622368842363358, "eta_seconds": 4164.844240200706, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.343980343980344, "fast_rcnn/fg_cls_accuracy": 0.6560196560196561, "iteration": 3919, "loss_box_reg": 0.012990053131943569, "loss_cls": 0.04446560482028872, "loss_rpn_cls": 0.0008667873396888126, "loss_rpn_loc": 0.0024937753805716056, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5177075583487749, "total_loss": 0.05983603493075407}
{"data_time": 0.0029966887086629868, "eta_seconds": 4157.515225673094, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2541182170542636, "fast_rcnn/fg_cls_accuracy": 0.7458817829457365, "iteration": 3939, "loss_box_reg": 0.01286944659659639, "loss_cls": 0.048773281392641366, "loss_rpn_cls": 0.0008484866293656523, "loss_rpn_loc": 0.001983710018976126, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5038118660449982, "total_loss": 0.06522950349301482}
{"data_time": 0.0031801536679267883, "eta_seconds": 4148.934158941731, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2532051282051282, "fast_rcnn/fg_cls_accuracy": 0.7322599880739415, "iteration": 3959, "loss_box_reg": 0.012970258598215878, "loss_cls": 0.044517881935462356, "loss_rpn_cls": 0.0011386110165858554, "loss_rpn_loc": 0.0017306012487097178, "lr": 0.001, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5266834534704685, "total_loss": 0.05997322194031085}
{"data_time": 0.003384252078831196, "eta_seconds": 4138.614710716531, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3093167701863354, "fast_rcnn/fg_cls_accuracy": 0.6906832298136646, "iteration": 3979, "loss_box_reg": 0.01274114556144923, "loss_cls": 0.04760621255263686, "loss_rpn_cls": 0.0008916493554238514, "loss_rpn_loc": 0.0017221994348801672, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5253819767385721, "total_loss": 0.06322850648967915}
{"data_time": 0.003237074241042137, "eta_seconds": 4130.562504217029, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3861111111111111, "fast_rcnn/fg_cls_accuracy": 0.6138888888888889, "iteration": 3999, "loss_box_reg": 0.012162220780737698, "loss_cls": 0.04516513319686055, "loss_rpn_cls": 0.0008281949785100551, "loss_rpn_loc": 0.0017595157733012456, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5208155596628785, "total_loss": 0.060125844344327106}
{"data_time": 0.003126552328467369, "eta_seconds": 4119.855657896958, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3188405797101449, "fast_rcnn/fg_cls_accuracy": 0.681159420289855, "iteration": 4019, "loss_box_reg": 0.012964322726475075, "loss_cls": 0.04551961965626106, "loss_rpn_cls": 0.0009053213102276914, "loss_rpn_loc": 0.0016420142546849092, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5138059966266155, "total_loss": 0.0625964722784147}
{"data_time": 0.0032422179356217384, "eta_seconds": 4107.65636604093, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3156028368794326, "fast_rcnn/fg_cls_accuracy": 0.6843971631205674, "iteration": 4039, "loss_box_reg": 0.012615627434570342, "loss_cls": 0.04608719074167311, "loss_rpn_cls": 0.0013550346270676528, "loss_rpn_loc": 0.0017750794286257587, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5079235015437007, "total_loss": 0.06377064282162337}
{"data_time": 0.0031181806698441505, "eta_seconds": 4096.648199533112, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.29593810444874274, "fast_rcnn/fg_cls_accuracy": 0.7040618955512572, "iteration": 4059, "loss_box_reg": 0.013155294233001769, "loss_cls": 0.04775724984938279, "loss_rpn_cls": 0.0009088847650673415, "loss_rpn_loc": 0.0017418249681213638, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5158143155276775, "total_loss": 0.06352620189682057}
{"data_time": 0.0032888194546103477, "eta_seconds": 4087.920820874162, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.32867494824016563, "fast_rcnn/fg_cls_accuracy": 0.6337792642140468, "iteration": 4079, "loss_box_reg": 0.012822161486838013, "loss_cls": 0.04569397104205564, "loss_rpn_cls": 0.00085693065364012, "loss_rpn_loc": 0.0025579581888450775, "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": 0.5191117599606514, "total_loss": 0.060946466043560577}
{"data_time": 0.003124554641544819, "eta_seconds": 4076.6980213653296, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2296511627906977, "fast_rcnn/fg_cls_accuracy": 0.7703488372093024, "iteration": 4099, "loss_box_reg": 0.012664807436522096, "loss_cls": 0.04760578411514871, "loss_rpn_cls": 0.0015496432374106917, "loss_rpn_loc": 0.0020151474673184566, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5101682003587484, "total_loss": 0.06381886997590414}
{"data_time": 0.0030641183257102966, "eta_seconds": 4067.8442557984963, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.38437348814707306, "fast_rcnn/fg_cls_accuracy": 0.6102284011916583, "iteration": 4119, "loss_box_reg": 0.01241953021963127, "loss_cls": 0.045297485019546, "loss_rpn_cls": 0.0009171531737024452, "loss_rpn_loc": 0.0017271654287469573, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5131021374836564, "total_loss": 0.060350587787702636}
{"data_time": 0.003188035450875759, "eta_seconds": 4058.7683664411306, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3542319749216301, "fast_rcnn/fg_cls_accuracy": 0.64576802507837, "iteration": 4139, "loss_box_reg": 0.012002657662378624, "loss_cls": 0.04533897514920682, "loss_rpn_cls": 0.0011344068455514389, "loss_rpn_loc": 0.0020717627321573673, "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": 0.5335854785516858, "total_loss": 0.06078093305040966}
{"data_time": 0.0033860383555293083, "eta_seconds": 4048.5643787411973, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1876178504085481, "fast_rcnn/fg_cls_accuracy": 0.8007542426147077, "iteration": 4159, "loss_box_reg": 0.013472160266246647, "loss_cls": 0.04806792887393385, "loss_rpn_cls": 0.001502051688106576, "loss_rpn_loc": 0.0018104257178492844, "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": 0.529031328856945, "total_loss": 0.0648899840869035}
{"data_time": 0.0032264748588204384, "eta_seconds": 4038.237725562416, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21544117647058825, "fast_rcnn/fg_cls_accuracy": 0.7845588235294118, "iteration": 4179, "loss_box_reg": 0.012402986059896648, "loss_cls": 0.04508232657099143, "loss_rpn_cls": 0.0009959871705405021, "loss_rpn_loc": 0.0017605464745429344, "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": 0.5052350973710418, "total_loss": 0.06037990489767253}
{"data_time": 0.0033463481813669205, "eta_seconds": 4028.60521591641, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2998366013071896, "fast_rcnn/fg_cls_accuracy": 0.6985735735735736, "iteration": 4199, "loss_box_reg": 0.013125861412845552, "loss_cls": 0.046318623586557806, "loss_rpn_cls": 0.0007527295355771457, "loss_rpn_loc": 0.0017759145921445452, "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": 0.5218687411397696, "total_loss": 0.06115938467627302}
{"data_time": 0.003144107758998871, "eta_seconds": 4018.276783110574, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3188534278959811, "fast_rcnn/fg_cls_accuracy": 0.6811465721040189, "iteration": 4219, "loss_box_reg": 0.012305752286920324, "loss_cls": 0.04555597004946321, "loss_rpn_cls": 0.0007671325649738492, "loss_rpn_loc": 0.0021532279934035614, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.49928362015634775, "total_loss": 0.060349236826226615}
{"data_time": 0.0033136168494820595, "eta_seconds": 4007.9483503047377, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.29502442002442, "fast_rcnn/fg_cls_accuracy": 0.7049755799755799, "iteration": 4239, "loss_box_reg": 0.012349850498139858, "loss_cls": 0.0439001000195276, "loss_rpn_cls": 0.001243868619951627, "loss_rpn_loc": 0.001837526691815583, "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": 0.5193160055205226, "total_loss": 0.057963490100519266}
{"data_time": 0.003322359174489975, "eta_seconds": 3997.236638655886, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.32971014492753625, "fast_rcnn/fg_cls_accuracy": 0.6581250000000001, "iteration": 4259, "loss_box_reg": 0.012933200632687658, "loss_cls": 0.04717156267724931, "loss_rpn_cls": 0.0010729200444643539, "loss_rpn_loc": 0.0020317466005508322, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5126321380957961, "total_loss": 0.06349663560337149}
{"data_time": 0.003235318697988987, "eta_seconds": 3987.7666273256764, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3689931350114416, "fast_rcnn/fg_cls_accuracy": 0.6213398402839396, "iteration": 4279, "loss_box_reg": 0.012092824123101309, "loss_cls": 0.043256810458842665, "loss_rpn_cls": 0.0011700113247314903, "loss_rpn_loc": 0.0019899450126104057, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5354069769382477, "total_loss": 0.059004600379950034}
{"data_time": 0.0034610116854310036, "eta_seconds": 3976.963051887229, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.287828947368421, "fast_rcnn/fg_cls_accuracy": 0.6990131578947368, "iteration": 4299, "loss_box_reg": 0.012514976318925619, "loss_cls": 0.04569284355966374, "loss_rpn_cls": 0.0008967380446307516, "loss_rpn_loc": 0.0017707771912682801, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5058278078213334, "total_loss": 0.06127806128066027}
{"data_time": 0.003220517188310623, "eta_seconds": 3965.3606542795897, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2883295194508009, "fast_rcnn/fg_cls_accuracy": 0.6931690929451289, "iteration": 4319, "loss_box_reg": 0.012075851205736399, "loss_cls": 0.046288877609185874, "loss_rpn_cls": 0.0014997851224620717, "loss_rpn_loc": 0.0016963106572802644, "lr": 0.001, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5030644340440631, "total_loss": 0.06201721535120441}
{"data_time": 0.003194485791027546, "eta_seconds": 3954.933224733919, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.33192567567567566, "fast_rcnn/fg_cls_accuracy": 0.6680743243243243, "iteration": 4339, "loss_box_reg": 0.012432459159754217, "loss_cls": 0.047721944749355316, "loss_rpn_cls": 0.0012550370402806266, "loss_rpn_loc": 0.0023076505640347023, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5116091733798385, "total_loss": 0.061700095683548284}
{"data_time": 0.003149106167256832, "eta_seconds": 3942.584426245652, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.20256410256410257, "fast_rcnn/fg_cls_accuracy": 0.7928571428571429, "iteration": 4359, "loss_box_reg": 0.01267990202177316, "loss_cls": 0.048004259588196874, "loss_rpn_cls": 0.0008131501558281684, "loss_rpn_loc": 0.0016973919373413082, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5097592500969768, "total_loss": 0.06392559520172725}
{"data_time": 0.003200506791472435, "eta_seconds": 3932.264875332825, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34054302807179015, "fast_rcnn/fg_cls_accuracy": 0.6594569719282098, "iteration": 4379, "loss_box_reg": 0.012377308215945959, "loss_cls": 0.04628683306509629, "loss_rpn_cls": 0.0013425482419364698, "loss_rpn_loc": 0.0021266697985993233, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5145176257938147, "total_loss": 0.06287084201701987}
{"data_time": 0.0029914313927292824, "eta_seconds": 3923.649348865263, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.37668463611859837, "fast_rcnn/fg_cls_accuracy": 0.5995058400718778, "iteration": 4399, "loss_box_reg": 0.011742871138267219, "loss_cls": 0.04450264907791279, "loss_rpn_cls": 0.0011655636016030257, "loss_rpn_loc": 0.0018084117145917844, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5182610247284174, "total_loss": 0.060573821819730256}
{"data_time": 0.00307423435151577, "eta_seconds": 3913.3253142675385, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.22569444444444442, "fast_rcnn/fg_cls_accuracy": 0.6928763440860215, "iteration": 4419, "loss_box_reg": 0.01257382010226138, "loss_cls": 0.0450572285335511, "loss_rpn_cls": 0.0008429453546909826, "loss_rpn_loc": 0.002054003231023671, "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": 0.5135303791612387, "total_loss": 0.06141440580108792}
{"data_time": 0.0032434388995170593, "eta_seconds": 3903.40996055305, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3314459930313589, "fast_rcnn/fg_cls_accuracy": 0.6685540069686411, "iteration": 4439, "loss_box_reg": 0.011939313728362322, "loss_cls": 0.04567449929891154, "loss_rpn_cls": 0.0007363556056603215, "loss_rpn_loc": 0.0019021342959604226, "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": 0.5304995151236653, "total_loss": 0.06073192291965057}
{"data_time": 0.003411104902625084, "eta_seconds": 3892.9841336272657, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3170731707317073, "fast_rcnn/fg_cls_accuracy": 0.6829268292682927, "iteration": 4459, "loss_box_reg": 0.01227948855375871, "loss_cls": 0.04549480162677355, "loss_rpn_cls": 0.001058354350504942, "loss_rpn_loc": 0.001608516540727578, "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": 0.4991189604625106, "total_loss": 0.06297959595050884}
{"data_time": 0.0031854985281825066, "eta_seconds": 3882.75972931087, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3724271012006861, "fast_rcnn/fg_cls_accuracy": 0.6275728987993139, "iteration": 4479, "loss_box_reg": 0.011899994307896122, "loss_cls": 0.04570108058396727, "loss_rpn_cls": 0.000717825111678394, "loss_rpn_loc": 0.0018639900990820024, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5218632044270635, "total_loss": 0.06159423215262905}
{"data_time": 0.0033935634419322014, "eta_seconds": 3873.3073280658573, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2730769230769231, "fast_rcnn/fg_cls_accuracy": 0.7220035778175313, "iteration": 4499, "loss_box_reg": 0.012404650711687282, "loss_cls": 0.046073752047959715, "loss_rpn_cls": 0.0019130256291362002, "loss_rpn_loc": 0.0019077340148214716, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5247133141383529, "total_loss": 0.062397212992109985}
{"data_time": 0.0032447678968310356, "eta_seconds": 3863.3745578648522, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2328562909958259, "fast_rcnn/fg_cls_accuracy": 0.7671437090041742, "iteration": 4519, "loss_box_reg": 0.011658146948320791, "loss_cls": 0.04348404420306906, "loss_rpn_cls": 0.0008983960070167996, "loss_rpn_loc": 0.0017959247088583652, "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": 0.5282956594601274, "total_loss": 0.05751706833274284}
{"data_time": 0.0033485637977719307, "eta_seconds": 3853.5609512748197, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.25830140485312897, "fast_rcnn/fg_cls_accuracy": 0.7416985951468711, "iteration": 4539, "loss_box_reg": 0.01178404240636155, "loss_cls": 0.047155359643511474, "loss_rpn_cls": 0.0007000365699241229, "loss_rpn_loc": 0.0018729174335021526, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5151098761707544, "total_loss": 0.062256321885513444}
{"data_time": 0.0031802086159586906, "eta_seconds": 3849.204015617259, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3103174603174603, "fast_rcnn/fg_cls_accuracy": 0.6896825396825397, "iteration": 4559, "loss_box_reg": 0.011418574169510975, "loss_cls": 0.04361026315018535, "loss_rpn_cls": 0.0007472291205772308, "loss_rpn_loc": 0.0015494322178710718, "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": 0.5232439674437046, "total_loss": 0.057135754185196674}
{"data_time": 0.0033056261017918587, "eta_seconds": 3839.9772652899846, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.24305555555555558, "fast_rcnn/fg_cls_accuracy": 0.7569444444444444, "iteration": 4579, "loss_box_reg": 0.011708018282661214, "loss_cls": 0.044461725337896496, "loss_rpn_cls": 0.0005849183677355541, "loss_rpn_loc": 0.001613129807083169, "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": 0.5230944380164146, "total_loss": 0.05852733228849871}
{"data_time": 0.003238256089389324, "eta_seconds": 3831.8518114434555, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.25830140485312897, "fast_rcnn/fg_cls_accuracy": 0.7370689655172413, "iteration": 4599, "loss_box_reg": 0.011957154260016978, "loss_cls": 0.04651428270153701, "loss_rpn_cls": 0.0010538614073993813, "loss_rpn_loc": 0.001462577740312554, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5222656689584255, "total_loss": 0.061140844010367346}
{"data_time": 0.0032051345333456993, "eta_seconds": 3820.767197153531, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21749408983451535, "fast_rcnn/fg_cls_accuracy": 0.7441520467836258, "iteration": 4619, "loss_box_reg": 0.011342756595695391, "loss_cls": 0.04267176223220304, "loss_rpn_cls": 0.0007691712553423713, "loss_rpn_loc": 0.001642868297494715, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5181891061365604, "total_loss": 0.05648386811498085}
{"data_time": 0.003403056412935257, "eta_seconds": 3808.469993629493, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3145586297760211, "fast_rcnn/fg_cls_accuracy": 0.6558741905642923, "iteration": 4639, "loss_box_reg": 0.012044538569170982, "loss_cls": 0.04512402066029608, "loss_rpn_cls": 0.000766456314977404, "loss_rpn_loc": 0.001778067633495084, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5085912831127644, "total_loss": 0.06042166934571469}
{"data_time": 0.0030935732647776604, "eta_seconds": 3798.1222963230684, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25611888111888115, "fast_rcnn/fg_cls_accuracy": 0.7128205128205127, "iteration": 4659, "loss_box_reg": 0.011783759400714189, "loss_cls": 0.0479155988432467, "loss_rpn_cls": 0.0011714727096432398, "loss_rpn_loc": 0.0018051074566756142, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4990469692274928, "total_loss": 0.06335156130222686}
{"data_time": 0.0034665754064917564, "eta_seconds": 3788.432467892766, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.29150943396226414, "fast_rcnn/fg_cls_accuracy": 0.7084905660377359, "iteration": 4679, "loss_box_reg": 0.011506940238177776, "loss_cls": 0.045390135841444135, "loss_rpn_cls": 0.000920406248837935, "loss_rpn_loc": 0.0018359552304900717, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5152176348492503, "total_loss": 0.059508547139671464}
{"data_time": 0.0032435934990644455, "eta_seconds": 3780.5537117850035, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.30957446808510636, "fast_rcnn/fg_cls_accuracy": 0.6904255319148935, "iteration": 4699, "loss_box_reg": 0.011578885954804718, "loss_cls": 0.04497848713072017, "loss_rpn_cls": 0.0007253441829675467, "loss_rpn_loc": 0.0022644697073701536, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5177890844643116, "total_loss": 0.05921627455313683}
{"data_time": 0.003245118074119091, "eta_seconds": 3765.3446823880076, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 4719, "loss_box_reg": 0.011499553278554231, "loss_cls": 0.04746493179118261, "loss_rpn_cls": 0.0011082629943643951, "loss_rpn_loc": 0.001690871864411747, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.497113237157464, "total_loss": 0.062388002088596295}
{"data_time": 0.0034839408472180367, "eta_seconds": 3755.00174959749, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2554112554112554, "fast_rcnn/fg_cls_accuracy": 0.7445887445887446, "iteration": 4739, "loss_box_reg": 0.011919466720428318, "loss_cls": 0.04165964591084048, "loss_rpn_cls": 0.001036052386780284, "loss_rpn_loc": 0.0016872966662049294, "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": 0.5273817116394639, "total_loss": 0.056817962690615786}
{"data_time": 0.003306741826236248, "eta_seconds": 3742.6102675162256, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.30955373978629797, "fast_rcnn/fg_cls_accuracy": 0.686046511627907, "iteration": 4759, "loss_box_reg": 0.011744214658392593, "loss_cls": 0.046147084212861955, "loss_rpn_cls": 0.0013969579663068998, "loss_rpn_loc": 0.001527702210296411, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5079605579376221, "total_loss": 0.06014189483505561}
{"data_time": 0.0030188066884875298, "eta_seconds": 3732.8997973054647, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4185971685971686, "fast_rcnn/fg_cls_accuracy": 0.5814028314028314, "iteration": 4779, "loss_box_reg": 0.011541310319444165, "loss_cls": 0.04446903936332092, "loss_rpn_cls": 0.0010542528409587248, "loss_rpn_loc": 0.0019180023482476827, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5257553849369287, "total_loss": 0.05872064281868816}
{"data_time": 0.003281700424849987, "eta_seconds": 3721.1180875888094, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1815803244374673, "fast_rcnn/fg_cls_accuracy": 0.7918918918918919, "iteration": 4799, "loss_box_reg": 0.011287238856311888, "loss_cls": 0.04646354750730097, "loss_rpn_cls": 0.001243328968229207, "loss_rpn_loc": 0.0014759233090444468, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5151177095249295, "total_loss": 0.06254099094266508}
{"data_time": 0.0031410614028573036, "eta_seconds": 3712.379789291881, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.30176470588235293, "fast_rcnn/fg_cls_accuracy": 0.6905084745762712, "iteration": 4819, "loss_box_reg": 0.012195639661513269, "loss_cls": 0.045965456520207226, "loss_rpn_cls": 0.0010905081705345765, "loss_rpn_loc": 0.0016638856104691513, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 253.25, "rpn/num_pos_anchors": 2.75, "time": 0.5069334721192718, "total_loss": 0.06097980642610423}
{"data_time": 0.0031989356502890587, "eta_seconds": 3702.0403385488316, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2649122807017544, "fast_rcnn/fg_cls_accuracy": 0.7350877192982456, "iteration": 4839, "loss_box_reg": 0.012302088987780735, "loss_cls": 0.04835506889503449, "loss_rpn_cls": 0.0009503007790954143, "loss_rpn_loc": 0.0015917045129754115, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5242969552055001, "total_loss": 0.06262637249513148}
{"data_time": 0.0031519876793026924, "eta_seconds": 3691.372136606835, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2954545454545454, "fast_rcnn/fg_cls_accuracy": 0.7045454545454546, "iteration": 4859, "loss_box_reg": 0.011396025482099503, "loss_cls": 0.04672368767205626, "loss_rpn_cls": 0.0012193686741710508, "loss_rpn_loc": 0.0017646518081164686, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.518294625915587, "total_loss": 0.05972987526865836}
{"data_time": 0.0033786362037062645, "eta_seconds": 3681.0336066065356, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.35421994884910485, "fast_rcnn/fg_cls_accuracy": 0.6088235294117648, "iteration": 4879, "loss_box_reg": 0.011627136642346159, "loss_cls": 0.043632184562738985, "loss_rpn_cls": 0.0009799893485080702, "loss_rpn_loc": 0.0021509694524866063, "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": 0.5200151540338993, "total_loss": 0.06073080555302113}
{"data_time": 0.0031982120126485825, "eta_seconds": 3668.703732725233, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2775, "fast_rcnn/fg_cls_accuracy": 0.7021052631578948, "iteration": 4899, "loss_box_reg": 0.011586341133806854, "loss_cls": 0.04702059447299689, "loss_rpn_cls": 0.0008812993405342695, "loss_rpn_loc": 0.0019077235883742105, "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": 0.5084762535989285, "total_loss": 0.0618157542479878}
{"data_time": 0.0033162571489810944, "eta_seconds": 3656.2324220994487, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25535714285714284, "fast_rcnn/fg_cls_accuracy": 0.7262096774193548, "iteration": 4919, "loss_box_reg": 0.010919399006525055, "loss_cls": 0.0442529357096646, "loss_rpn_cls": 0.001231968328994526, "loss_rpn_loc": 0.0018081309463013895, "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": 0.5119030438363552, "total_loss": 0.05949000598411658}
{"data_time": 0.003128007985651493, "eta_seconds": 3645.9055405231193, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2390322580645161, "fast_rcnn/fg_cls_accuracy": 0.7609677419354839, "iteration": 4939, "loss_box_reg": 0.010828191472683102, "loss_cls": 0.04557693548849784, "loss_rpn_cls": 0.0008668162165577087, "loss_rpn_loc": 0.0014808034684392624, "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": 0.5159065471962094, "total_loss": 0.06046447001449451}
{"data_time": 0.003206809051334858, "eta_seconds": 3634.5139467213303, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.27171215880893296, "fast_rcnn/fg_cls_accuracy": 0.7184587813620071, "iteration": 4959, "loss_box_reg": 0.011738904140656814, "loss_cls": 0.04522782945423387, "loss_rpn_cls": 0.0008955520203812739, "loss_rpn_loc": 0.0016187100191018544, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5071010310202837, "total_loss": 0.059114411985092374}
{"data_time": 0.003189142793416977, "eta_seconds": 3622.3526233779266, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.25531914893617025, "fast_rcnn/fg_cls_accuracy": 0.6871428571428572, "iteration": 4979, "loss_box_reg": 0.011144281306769699, "loss_cls": 0.04538272914942354, "loss_rpn_cls": 0.0010750234459919739, "loss_rpn_loc": 0.0018137206534447614, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5081824455410242, "total_loss": 0.05959757199156002}
{"data_time": 0.003018651157617569, "eta_seconds": 3610.360124274157, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3042929292929293, "fast_rcnn/fg_cls_accuracy": 0.6697872340425532, "iteration": 4999, "loss_box_reg": 0.01133711781585589, "loss_cls": 0.04638646199600771, "loss_rpn_cls": 0.0010043125997576396, "loss_rpn_loc": 0.0018057994238915853, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5149332880973816, "total_loss": 0.06043042924778774}
{"data_time": 0.0030675819143652916, "eta_seconds": 3601.7153772683814, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3134642356241234, "fast_rcnn/fg_cls_accuracy": 0.6865357643758765, "iteration": 5019, "loss_box_reg": 0.011368075211066753, "loss_cls": 0.04571201145881787, "loss_rpn_cls": 0.0011151291170676814, "loss_rpn_loc": 0.0017022676947817672, "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": 0.5361399855464697, "total_loss": 0.05978027568602329}
{"data_time": 0.0031201159581542015, "eta_seconds": 3592.987965031527, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.21428571428571427, "fast_rcnn/fg_cls_accuracy": 0.7857142857142857, "iteration": 5039, "loss_box_reg": 0.011251392250414938, "loss_cls": 0.04321195220109075, "loss_rpn_cls": 0.0009391633555537737, "loss_rpn_loc": 0.0013383171208261047, "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": 0.5258218366652727, "total_loss": 0.057240948697767635}
{"data_time": 0.0033057117834687233, "eta_seconds": 3581.60798479151, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2826908541194255, "fast_rcnn/fg_cls_accuracy": 0.7173091458805745, "iteration": 5059, "loss_box_reg": 0.011329472326906398, "loss_cls": 0.04495870170649141, "loss_rpn_cls": 0.0009699427798750548, "loss_rpn_loc": 0.0015461235561815556, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5027747582644224, "total_loss": 0.05774567927574026}
{"data_time": 0.0032779285684227943, "eta_seconds": 3570.362473335117, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2733664185277088, "fast_rcnn/fg_cls_accuracy": 0.7266335814722912, "iteration": 5079, "loss_box_reg": 0.011300912068691105, "loss_cls": 0.04352629993809387, "loss_rpn_cls": 0.0009043151999321708, "loss_rpn_loc": 0.0014794378039368894, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5048718927428126, "total_loss": 0.05647796199032484}
{"data_time": 0.003379741683602333, "eta_seconds": 3560.3773985793814, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2951388888888889, "fast_rcnn/fg_cls_accuracy": 0.7048611111111112, "iteration": 5099, "loss_box_reg": 0.011150828941026703, "loss_cls": 0.043340276286471635, "loss_rpn_cls": 0.0012320538618268984, "loss_rpn_loc": 0.001523305389127927, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5124270282685757, "total_loss": 0.05646202476890494}
{"data_time": 0.0031519941985607147, "eta_seconds": 3550.0589595166966, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3013937282229965, "fast_rcnn/fg_cls_accuracy": 0.6827242524916943, "iteration": 5119, "loss_box_reg": 0.010255883069476113, "loss_cls": 0.044152528746053576, "loss_rpn_cls": 0.0008105743585247183, "loss_rpn_loc": 0.0018382742928224616, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5158688677474856, "total_loss": 0.057296411723541496}
{"data_time": 0.0032845493406057358, "eta_seconds": 3539.740520454012, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3197278911564626, "fast_rcnn/fg_cls_accuracy": 0.6802721088435374, "iteration": 5139, "loss_box_reg": 0.011137464927742258, "loss_cls": 0.046658037026645616, "loss_rpn_cls": 0.0007673062727917568, "loss_rpn_loc": 0.0016389910379075445, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5291839335113764, "total_loss": 0.06099319862219943}
{"data_time": 0.0033646589145064354, "eta_seconds": 3524.3317907145247, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30278716216216217, "fast_rcnn/fg_cls_accuracy": 0.6711711711711712, "iteration": 5159, "loss_box_reg": 0.0112235963169951, "loss_cls": 0.04625989281339571, "loss_rpn_cls": 0.0009283899540548646, "loss_rpn_loc": 0.0015504001021326985, "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": 0.5029748538509011, "total_loss": 0.059453304331213985}
{"data_time": 0.003087458200752735, "eta_seconds": 3514.4057908998802, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.37367149758454105, "fast_rcnn/fg_cls_accuracy": 0.626328502415459, "iteration": 5179, "loss_box_reg": 0.011188637930899858, "loss_cls": 0.04486876184819266, "loss_rpn_cls": 0.0007452892544108636, "loss_rpn_loc": 0.001509802485088585, "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": 0.5136934882029891, "total_loss": 0.05859767533871718}
{"data_time": 0.003375474363565445, "eta_seconds": 3503.724676019512, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30026455026455023, "fast_rcnn/fg_cls_accuracy": 0.6997354497354498, "iteration": 5199, "loss_box_reg": 0.011475040373625234, "loss_cls": 0.0439259922131896, "loss_rpn_cls": 0.0007890819977234287, "loss_rpn_loc": 0.0019887555472450913, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5216485979035497, "total_loss": 0.05873456724640391}
{"data_time": 0.0031784633174538612, "eta_seconds": 3493.7964621158317, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2779069767441861, "fast_rcnn/fg_cls_accuracy": 0.7220930232558139, "iteration": 5219, "loss_box_reg": 0.011285169777693227, "loss_cls": 0.04667958180652931, "loss_rpn_cls": 0.0011381145586781827, "loss_rpn_loc": 0.0017565016896696761, "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": 0.5036853309720755, "total_loss": 0.06034722824188066}
{"data_time": 0.003168500028550625, "eta_seconds": 3482.696238412522, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.24650621118012422, "fast_rcnn/fg_cls_accuracy": 0.7534937888198758, "iteration": 5239, "loss_box_reg": 0.01067088998388499, "loss_cls": 0.04379562777467072, "loss_rpn_cls": 0.0007308476422451804, "loss_rpn_loc": 0.0016701213498890866, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5020763110369444, "total_loss": 0.05786691849901615}
{"data_time": 0.0033229487016797066, "eta_seconds": 3470.9622254054993, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.396969696969697, "fast_rcnn/fg_cls_accuracy": 0.603030303030303, "iteration": 5259, "loss_box_reg": 0.010832401865627617, "loss_cls": 0.0476735204574652, "loss_rpn_cls": 0.0008648573975733598, "loss_rpn_loc": 0.0015808647658559494, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5080026686191559, "total_loss": 0.06226081096744451}
{"data_time": 0.003321101889014244, "eta_seconds": 3454.2191388178617, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3130612244897959, "fast_rcnn/fg_cls_accuracy": 0.6772093023255814, "iteration": 5279, "loss_box_reg": 0.010762831283500418, "loss_cls": 0.04338571670814417, "loss_rpn_cls": 0.0007320347377799408, "loss_rpn_loc": 0.0015744790980534162, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5050332760438323, "total_loss": 0.05647076693185227}
{"data_time": 0.0034285476431250572, "eta_seconds": 3448.769073803909, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.3851851851851852, "fast_rcnn/fg_cls_accuracy": 0.6148148148148148, "iteration": 5299, "loss_box_reg": 0.010619457782013342, "loss_cls": 0.046126794535666704, "loss_rpn_cls": 0.000808184754987451, "loss_rpn_loc": 0.0015553397224721266, "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": 0.5359811997041106, "total_loss": 0.060560823805730024}
{"data_time": 0.0032718926668167114, "eta_seconds": 3441.9033319344744, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2311111111111111, "fast_rcnn/fg_cls_accuracy": 0.7514285714285714, "iteration": 5319, "loss_box_reg": 0.010661282110959291, "loss_cls": 0.04732301979674958, "loss_rpn_cls": 0.0011448213044786826, "loss_rpn_loc": 0.0016429678398708347, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5152519848197699, "total_loss": 0.06012509810989286}
{"data_time": 0.0033338703215122223, "eta_seconds": 3430.943433886394, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.33687943262411346, "fast_rcnn/fg_cls_accuracy": 0.6631205673758864, "iteration": 5339, "loss_box_reg": 0.01137089467374608, "loss_cls": 0.04270261788042262, "loss_rpn_cls": 0.0007009080154602998, "loss_rpn_loc": 0.0017064564599422738, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5079138008877635, "total_loss": 0.058408803864836045}
{"data_time": 0.0031251031905412674, "eta_seconds": 3422.4157421961427, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.19782608695652176, "fast_rcnn/fg_cls_accuracy": 0.8021739130434783, "iteration": 5359, "loss_box_reg": 0.010945767106022686, "loss_cls": 0.04746577679179609, "loss_rpn_cls": 0.0007593556722440553, "loss_rpn_loc": 0.0016281231655739248, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5194476610049605, "total_loss": 0.06274498308061993}
{"data_time": 0.0032049408182501793, "eta_seconds": 3413.860926680267, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2819293478260869, "fast_rcnn/fg_cls_accuracy": 0.7180706521739131, "iteration": 5379, "loss_box_reg": 0.010961447726003826, "loss_cls": 0.04498910193797201, "loss_rpn_cls": 0.000836217951480478, "loss_rpn_loc": 0.001683792228504899, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5209424318745732, "total_loss": 0.05842513101987379}
{"data_time": 0.0032808976247906685, "eta_seconds": 3404.8130268556997, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.22077922077922077, "fast_rcnn/fg_cls_accuracy": 0.7579787234042553, "iteration": 5399, "loss_box_reg": 0.011001590231899172, "loss_cls": 0.04776916344417259, "loss_rpn_cls": 0.0010447627979743856, "loss_rpn_loc": 0.0014792971123824827, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5198162663727999, "total_loss": 0.06170558984740637}
{"data_time": 0.003236987628042698, "eta_seconds": 3392.8179809954017, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.31585192216421454, "fast_rcnn/fg_cls_accuracy": 0.6841480778357855, "iteration": 5419, "loss_box_reg": 0.010655252903234214, "loss_cls": 0.04502015234902501, "loss_rpn_cls": 0.001058194841462523, "loss_rpn_loc": 0.0014780808160139713, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5027828244492412, "total_loss": 0.05960094166968588}
{"data_time": 0.0033100545406341553, "eta_seconds": 3381.188026584685, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3194444444444444, "fast_rcnn/fg_cls_accuracy": 0.6628787878787878, "iteration": 5439, "loss_box_reg": 0.011029998946469277, "loss_cls": 0.043570589856244624, "loss_rpn_cls": 0.0008202318731491687, "loss_rpn_loc": 0.0018520928952057147, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5257747210562229, "total_loss": 0.0585709344035763}
{"data_time": 0.0030996864661574364, "eta_seconds": 3369.7784305019304, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2583148558758315, "fast_rcnn/fg_cls_accuracy": 0.7064935064935065, "iteration": 5459, "loss_box_reg": 0.010851571045350283, "loss_cls": 0.0439918473130092, "loss_rpn_cls": 0.0007693345549739661, "loss_rpn_loc": 0.0014689452455058927, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5021880753338337, "total_loss": 0.0579960190917177}
{"data_time": 0.0033268406987190247, "eta_seconds": 3359.474873154424, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4099639855942377, "fast_rcnn/fg_cls_accuracy": 0.5900360144057624, "iteration": 5479, "loss_box_reg": 0.010459016571985558, "loss_cls": 0.046524305013008416, "loss_rpn_cls": 0.0009539409404339949, "loss_rpn_loc": 0.0015634753599442774, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.518129900097847, "total_loss": 0.05929352124041998}
{"data_time": 0.0030618151649832726, "eta_seconds": 3347.1500116148964, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4125, "fast_rcnn/fg_cls_accuracy": 0.575, "iteration": 5499, "loss_box_reg": 0.010817854548804462, "loss_cls": 0.04499294763081707, "loss_rpn_cls": 0.0006062074473902612, "loss_rpn_loc": 0.0016672312412993051, "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": 0.5137699972838163, "total_loss": 0.0582764727837457}
{"data_time": 0.0032394491136074066, "eta_seconds": 3334.2685221536085, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.23520309477756285, "fast_rcnn/fg_cls_accuracy": 0.7647969052224372, "iteration": 5519, "loss_box_reg": 0.010726995300501585, "loss_cls": 0.04407097876537591, "loss_rpn_cls": 0.0008468721107419697, "loss_rpn_loc": 0.0017603023170522647, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5075613344088197, "total_loss": 0.05715463127330622}
{"data_time": 0.003375755622982979, "eta_seconds": 3327.8707883749157, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6523678792038434, "iteration": 5539, "loss_box_reg": 0.010916768776951358, "loss_cls": 0.04717711330158636, "loss_rpn_cls": 0.001069060544068634, "loss_rpn_loc": 0.0018685685954551445, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5235640220344067, "total_loss": 0.06201928647750776}
{"data_time": 0.003203926607966423, "eta_seconds": 3315.2367429491132, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.2571022727272727, "fast_rcnn/fg_cls_accuracy": 0.7397727272727272, "iteration": 5559, "loss_box_reg": 0.011309469235129654, "loss_cls": 0.043459348409669474, "loss_rpn_cls": 0.001082061398562928, "loss_rpn_loc": 0.001779140318831196, "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": 0.5153835620731115, "total_loss": 0.05824316244274996}
{"data_time": 0.0032118596136569977, "eta_seconds": 3303.398144693114, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20526315789473684, "fast_rcnn/fg_cls_accuracy": 0.7552631578947369, "iteration": 5579, "loss_box_reg": 0.010821304371347651, "loss_cls": 0.04439063579775393, "loss_rpn_cls": 0.0012613260184366482, "loss_rpn_loc": 0.0014380124957824592, "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": 0.5074527962133288, "total_loss": 0.05745434541893246}
{"data_time": 0.003261549398303032, "eta_seconds": 3292.4137542694807, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.6499999999999999, "iteration": 5599, "loss_box_reg": 0.010828297265106812, "loss_cls": 0.044872786791529506, "loss_rpn_cls": 0.0010529035845294743, "loss_rpn_loc": 0.0013280842431413475, "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": 0.5118037555366755, "total_loss": 0.05973729600421507}
{"data_time": 0.003155037760734558, "eta_seconds": 3283.4486862709746, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2670940170940171, "fast_rcnn/fg_cls_accuracy": 0.732905982905983, "iteration": 5619, "loss_box_reg": 0.010310573998140171, "loss_cls": 0.04344964137999341, "loss_rpn_cls": 0.0007411140661730542, "loss_rpn_loc": 0.0016901990347832907, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5322262467816472, "total_loss": 0.056793490808161096}
{"data_time": 0.0034124022349715233, "eta_seconds": 3272.5300729470327, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.27454659161976236, "fast_rcnn/fg_cls_accuracy": 0.6673840267814443, "iteration": 5639, "loss_box_reg": 0.010792790650157258, "loss_cls": 0.04435845781699754, "loss_rpn_cls": 0.0005734515462965106, "loss_rpn_loc": 0.0013043311173532857, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5009663868695498, "total_loss": 0.0565753268493836}
{"data_time": 0.002944628708064556, "eta_seconds": 3261.1936676325276, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.33687943262411346, "fast_rcnn/fg_cls_accuracy": 0.6631205673758864, "iteration": 5659, "loss_box_reg": 0.010485378443263471, "loss_cls": 0.040388804947724566, "loss_rpn_cls": 0.0011711746692100178, "loss_rpn_loc": 0.0016072896723926533, "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": 0.500658679753542, "total_loss": 0.053424323961564824}
{"data_time": 0.003016953356564045, "eta_seconds": 3251.265011832118, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3146243291592129, "fast_rcnn/fg_cls_accuracy": 0.6853756708407872, "iteration": 5679, "loss_box_reg": 0.010346593335270882, "loss_cls": 0.04524932653293945, "loss_rpn_cls": 0.0010902827804102344, "loss_rpn_loc": 0.0014151007799227955, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5254685496911407, "total_loss": 0.05824450820000493}
{"data_time": 0.0034638848155736923, "eta_seconds": 3238.1986518185586, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2755960729312763, "fast_rcnn/fg_cls_accuracy": 0.7244039270687237, "iteration": 5699, "loss_box_reg": 0.010622124595101923, "loss_cls": 0.04475468196324073, "loss_rpn_cls": 0.0007572392621852941, "loss_rpn_loc": 0.0012643039499380393, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5015009501948953, "total_loss": 0.058178128178241195}
{"data_time": 0.0031900424510240555, "eta_seconds": 3227.920287584886, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29444444444444445, "fast_rcnn/fg_cls_accuracy": 0.6916666666666667, "iteration": 5719, "loss_box_reg": 0.010388197813881561, "loss_cls": 0.04338586487574503, "loss_rpn_cls": 0.0008395017712103936, "loss_rpn_loc": 0.0015778410270286258, "lr": 0.001, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5131080448627472, "total_loss": 0.05780450046016483}
{"data_time": 0.0031120842322707176, "eta_seconds": 3214.803696415387, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23273273273273273, "fast_rcnn/fg_cls_accuracy": 0.7672672672672673, "iteration": 5739, "loss_box_reg": 0.010620097105856985, "loss_cls": 0.04412660136586055, "loss_rpn_cls": 0.0011173970649451803, "loss_rpn_loc": 0.001620125440240372, "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": 0.504935447126627, "total_loss": 0.05733089419197768}
{"data_time": 0.0033376337960362434, "eta_seconds": 3205.51265187189, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27807017543859647, "fast_rcnn/fg_cls_accuracy": 0.7219298245614034, "iteration": 5759, "loss_box_reg": 0.010622034867992625, "loss_cls": 0.044517279660794884, "loss_rpn_cls": 0.001082740755521172, "loss_rpn_loc": 0.0014828712464804994, "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": 0.5091332895681262, "total_loss": 0.05893916339028937}
{"data_time": 0.003414260223507881, "eta_seconds": 3194.265100686811, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3027777777777778, "fast_rcnn/fg_cls_accuracy": 0.6972222222222222, "iteration": 5779, "loss_box_reg": 0.010356387763749808, "loss_cls": 0.04338773578638211, "loss_rpn_cls": 0.0006934483172926775, "loss_rpn_loc": 0.001500953050708631, "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": 0.5176243921741843, "total_loss": 0.05884312116455703}
{"data_time": 0.003325081430375576, "eta_seconds": 3184.443600727245, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.35208711433756806, "fast_rcnn/fg_cls_accuracy": 0.647912885662432, "iteration": 5799, "loss_box_reg": 0.010184736282099038, "loss_cls": 0.041428230004385114, "loss_rpn_cls": 0.0007757863193091907, "loss_rpn_loc": 0.0018218721306766383, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5215252442285419, "total_loss": 0.05517897839001762}
{"data_time": 0.0033787889406085014, "eta_seconds": 3175.830173597671, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3057889822595705, "fast_rcnn/fg_cls_accuracy": 0.6942110177404295, "iteration": 5819, "loss_box_reg": 0.010483423015102744, "loss_cls": 0.04291052560438402, "loss_rpn_cls": 0.000846657240742843, "loss_rpn_loc": 0.0013241869983176002, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397871797904372, "total_loss": 0.05691923491519901}
{"data_time": 0.003044379875063896, "eta_seconds": 3163.9021164458245, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38541666666666663, "fast_rcnn/fg_cls_accuracy": 0.5550595238095238, "iteration": 5839, "loss_box_reg": 0.01055331079987809, "loss_cls": 0.045972279040142894, "loss_rpn_cls": 0.0012681562420766568, "loss_rpn_loc": 0.0014707765476487111, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5064447233453393, "total_loss": 0.0585646896589509}
{"data_time": 0.003328237682580948, "eta_seconds": 3153.5614106962457, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.26179324188691866, "fast_rcnn/fg_cls_accuracy": 0.7382067581130813, "iteration": 5859, "loss_box_reg": 0.011099895113147795, "loss_cls": 0.04501017997972667, "loss_rpn_cls": 0.0009085707814620037, "loss_rpn_loc": 0.001337609803158557, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5275216232985258, "total_loss": 0.058828029181768215}
{"data_time": 0.003215397708117962, "eta_seconds": 3140.738213329576, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3145481628599801, "fast_rcnn/fg_cls_accuracy": 0.6854518371400198, "iteration": 5879, "loss_box_reg": 0.010339963191654533, "loss_cls": 0.04423564742319286, "loss_rpn_cls": 0.0008318797792412624, "loss_rpn_loc": 0.0013525162539735902, "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": 0.512126736342907, "total_loss": 0.055856650458594004}
{"data_time": 0.003197646699845791, "eta_seconds": 3132.2337718661875, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3460916442048517, "fast_rcnn/fg_cls_accuracy": 0.6539083557951482, "iteration": 5899, "loss_box_reg": 0.01063264554250054, "loss_cls": 0.04706059244927019, "loss_rpn_cls": 0.00071541847160006, "loss_rpn_loc": 0.0015379602082248311, "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": 0.5114521207287908, "total_loss": 0.060591769962627495}
{"data_time": 0.003316899761557579, "eta_seconds": 3118.680666689761, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3371212121212121, "fast_rcnn/fg_cls_accuracy": 0.641025641025641, "iteration": 5919, "loss_box_reg": 0.010243725060718134, "loss_cls": 0.04367064850521274, "loss_rpn_cls": 0.0005169440583472351, "loss_rpn_loc": 0.001812510559830116, "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": 0.5022689420729876, "total_loss": 0.056929801737283015}
{"data_time": 0.0029576513916254044, "eta_seconds": 3108.4235357353464, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.24283559577677225, "fast_rcnn/fg_cls_accuracy": 0.7482517482517483, "iteration": 5939, "loss_box_reg": 0.010219116869848222, "loss_cls": 0.044788870320189744, "loss_rpn_cls": 0.0007681987163579151, "loss_rpn_loc": 0.001317845035373466, "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": 0.5111380694434047, "total_loss": 0.05787177917551389}
{"data_time": 0.003275151364505291, "eta_seconds": 3103.162494694814, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37551020408163266, "fast_rcnn/fg_cls_accuracy": 0.5848072562358276, "iteration": 5959, "loss_box_reg": 0.010328732460038736, "loss_cls": 0.045489386771805584, "loss_rpn_cls": 0.0006338365699889437, "loss_rpn_loc": 0.0014567926300514955, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5208234405145049, "total_loss": 0.05860916784092751}
{"data_time": 0.00325651653110981, "eta_seconds": 3092.8888231348246, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.21951219512195122, "fast_rcnn/fg_cls_accuracy": 0.7804878048780488, "iteration": 5979, "loss_box_reg": 0.009977326670195907, "loss_cls": 0.043228933529462665, "loss_rpn_cls": 0.0007890658676501516, "loss_rpn_loc": 0.0014244341073208489, "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": 0.5011406680569053, "total_loss": 0.055722048502275356}
{"data_time": 0.0032120514661073685, "eta_seconds": 3082.615151574835, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.22996794871794873, "fast_rcnn/fg_cls_accuracy": 0.7700320512820513, "iteration": 5999, "loss_box_reg": 0.010147886874619871, "loss_cls": 0.04473793599754572, "loss_rpn_cls": 0.0007668971264251923, "loss_rpn_loc": 0.0013712167237827089, "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": 0.5218953862786293, "total_loss": 0.05665467013526637}
{"data_time": 0.0032705478370189667, "eta_seconds": 3071.049813698046, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.24456521739130435, "fast_rcnn/fg_cls_accuracy": 0.7554347826086957, "iteration": 6019, "loss_box_reg": 0.010065694019431248, "loss_cls": 0.04447106897714548, "loss_rpn_cls": 0.0008023627415241208, "loss_rpn_loc": 0.001794000439986121, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.511035293340683, "total_loss": 0.05843835172720446}
{"data_time": 0.003425203263759613, "eta_seconds": 3061.3645022520795, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.22468232576049288, "fast_rcnn/fg_cls_accuracy": 0.7702156334231807, "iteration": 6039, "loss_box_reg": 0.010402977612102404, "loss_cls": 0.04665294397273101, "loss_rpn_cls": 0.0007650254388025246, "loss_rpn_loc": 0.0016299479593726574, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5470741521567106, "total_loss": 0.060853676065676154}
{"data_time": 0.0031963177025318146, "eta_seconds": 3051.794136894867, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.22926617455492837, "fast_rcnn/fg_cls_accuracy": 0.7707338254450716, "iteration": 6059, "loss_box_reg": 0.010037655738415197, "loss_cls": 0.04480328905628994, "loss_rpn_cls": 0.001098118201795728, "loss_rpn_loc": 0.0014504284354188712, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5180753823369741, "total_loss": 0.056969112249333875}
{"data_time": 0.003142843022942543, "eta_seconds": 3041.5204653348774, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.336038961038961, "fast_rcnn/fg_cls_accuracy": 0.663961038961039, "iteration": 6079, "loss_box_reg": 0.009759650711202994, "loss_cls": 0.04472877935040742, "loss_rpn_cls": 0.0006891889076996449, "loss_rpn_loc": 0.00134910327506077, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5049906084313989, "total_loss": 0.05712341439300417}
{"data_time": 0.0034072212874889374, "eta_seconds": 3030.550566648133, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.28285714285714286, "fast_rcnn/fg_cls_accuracy": 0.7171428571428571, "iteration": 6099, "loss_box_reg": 0.01014906249474734, "loss_cls": 0.04422305035404861, "loss_rpn_cls": 0.0007461023255359578, "loss_rpn_loc": 0.001699001881206641, "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": 0.5048796385526657, "total_loss": 0.0570907237967333}
{"data_time": 0.003458571620285511, "eta_seconds": 3020.9731222148985, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24162162162162162, "fast_rcnn/fg_cls_accuracy": 0.7583783783783784, "iteration": 6119, "loss_box_reg": 0.010325953538995236, "loss_cls": 0.044315197214018553, "loss_rpn_cls": 0.0008508706731902294, "loss_rpn_loc": 0.0014046320065972395, "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": 0.5209561586380005, "total_loss": 0.057241111015883916}
{"data_time": 0.0031418437138199806, "eta_seconds": 3009.4336997298524, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3029964221824687, "fast_rcnn/fg_cls_accuracy": 0.6970035778175313, "iteration": 6139, "loss_box_reg": 0.010100033163325861, "loss_cls": 0.04151295198244043, "loss_rpn_cls": 0.0009454699595607963, "loss_rpn_loc": 0.0012679040264629293, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5158038614317775, "total_loss": 0.05498611790170571}
{"data_time": 0.0033598830923438072, "eta_seconds": 3001.1363928141072, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.25788576300085253, "fast_rcnn/fg_cls_accuracy": 0.7369121561668146, "iteration": 6159, "loss_box_reg": 0.01047960651339963, "loss_cls": 0.04449841665336862, "loss_rpn_cls": 0.0012072187275862234, "loss_rpn_loc": 0.0018495009808248142, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5382294934242964, "total_loss": 0.057486240719384796}
{"data_time": 0.003365348093211651, "eta_seconds": 2990.860288062133, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3460365853658537, "fast_rcnn/fg_cls_accuracy": 0.6539634146341464, "iteration": 6179, "loss_box_reg": 0.010676809266442433, "loss_cls": 0.04463371017482132, "loss_rpn_cls": 0.0012900353303848533, "loss_rpn_loc": 0.0013285444183566142, "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": 0.5065791038796306, "total_loss": 0.058684718749532294}
{"data_time": 0.0030814791098237038, "eta_seconds": 2979.8784359749407, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3235518292682927, "fast_rcnn/fg_cls_accuracy": 0.6764481707317074, "iteration": 6199, "loss_box_reg": 0.009906834980938584, "loss_cls": 0.04382521868683398, "loss_rpn_cls": 0.000864516329862397, "loss_rpn_loc": 0.001602072987225256, "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": 0.5133624039590359, "total_loss": 0.056800551193873616}
{"data_time": 0.0031232209876179695, "eta_seconds": 2968.92269544024, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.46920731707317076, "fast_rcnn/fg_cls_accuracy": 0.5183139534883721, "iteration": 6219, "loss_box_reg": 0.00966990037704818, "loss_cls": 0.04441417258931324, "loss_rpn_cls": 0.0007704055827275624, "loss_rpn_loc": 0.0011616605715971673, "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": 0.49372634664177895, "total_loss": 0.05840224913993097}
{"data_time": 0.0033506425097584724, "eta_seconds": 2959.3310928549618, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4262820512820513, "fast_rcnn/fg_cls_accuracy": 0.5737179487179487, "iteration": 6239, "loss_box_reg": 0.010221935401204973, "loss_cls": 0.0457338000414893, "loss_rpn_cls": 0.0011052595571072743, "loss_rpn_loc": 0.0016364103539672215, "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": 0.5120148658752441, "total_loss": 0.06018798438580575}
{"data_time": 0.0031282883137464523, "eta_seconds": 2948.046532436274, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.26785714285714285, "fast_rcnn/fg_cls_accuracy": 0.7321428571428572, "iteration": 6259, "loss_box_reg": 0.009866240783594549, "loss_cls": 0.044485776335932314, "loss_rpn_cls": 0.0007422574619795341, "loss_rpn_loc": 0.001481685492763063, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5040052309632301, "total_loss": 0.05762862121969192}
{"data_time": 0.0032833488658070564, "eta_seconds": 2940.8017982337624, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.30952380952380953, "fast_rcnn/fg_cls_accuracy": 0.6904761904761905, "iteration": 6279, "loss_box_reg": 0.009971547609893605, "loss_cls": 0.04462382983183488, "loss_rpn_cls": 0.0008411322530150755, "loss_rpn_loc": 0.0017173854284919798, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5196104487404227, "total_loss": 0.05820660882108086}
{"data_time": 0.0031095705926418304, "eta_seconds": 2927.5062326109037, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.33804347826086956, "fast_rcnn/fg_cls_accuracy": 0.6619565217391304, "iteration": 6299, "loss_box_reg": 0.010192275018198416, "loss_cls": 0.04549360598321073, "loss_rpn_cls": 0.0016063338842968733, "loss_rpn_loc": 0.001765067074302351, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5198097387328744, "total_loss": 0.05967205952223509}
{"data_time": 0.0034424662590026855, "eta_seconds": 2913.4899961603805, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3299319727891156, "fast_rcnn/fg_cls_accuracy": 0.6700680272108843, "iteration": 6319, "loss_box_reg": 0.009873760311165825, "loss_cls": 0.045384948229184374, "loss_rpn_cls": 0.0008557955304695497, "loss_rpn_loc": 0.0016209531804634025, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5024258838966489, "total_loss": 0.05731546296470924}
{"data_time": 0.0031121941283345222, "eta_seconds": 2904.9814175488427, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3060200668896321, "fast_rcnn/fg_cls_accuracy": 0.6939799331103679, "iteration": 6339, "loss_box_reg": 0.009810732153709978, "loss_cls": 0.044810661289375275, "loss_rpn_cls": 0.0011336367606418207, "loss_rpn_loc": 0.0014919197783456184, "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": 0.5081822518259287, "total_loss": 0.057219061501371016}
{"data_time": 0.0030280249193310738, "eta_seconds": 2892.4049127148464, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2972549019607843, "fast_rcnn/fg_cls_accuracy": 0.7027450980392157, "iteration": 6359, "loss_box_reg": 0.00975267426110804, "loss_cls": 0.04343315598089248, "loss_rpn_cls": 0.0009006215256590622, "loss_rpn_loc": 0.0014655117538495688, "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": 0.4999710153788328, "total_loss": 0.05626908020656174}
{"data_time": 0.0033338041976094246, "eta_seconds": 2881.196107896045, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1440615835777126, "fast_rcnn/fg_cls_accuracy": 0.8260504201680672, "iteration": 6379, "loss_box_reg": 0.010095850651850924, "loss_cls": 0.04337722447235137, "loss_rpn_cls": 0.0009161980478609166, "loss_rpn_loc": 0.0015020109749457333, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5143248802050948, "total_loss": 0.05616238966740639}
{"data_time": 0.003229087218642235, "eta_seconds": 2871.422470296733, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2899159663865546, "fast_rcnn/fg_cls_accuracy": 0.7100840336134454, "iteration": 6399, "loss_box_reg": 0.009572016715537757, "loss_cls": 0.04373683989979327, "loss_rpn_cls": 0.0009228238267269262, "loss_rpn_loc": 0.0014578741174773313, "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": 0.5278643220663071, "total_loss": 0.05651646267602928}
{"data_time": 0.0033136513084173203, "eta_seconds": 2862.0809255316854, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21583850931677018, "fast_rcnn/fg_cls_accuracy": 0.7627329192546584, "iteration": 6419, "loss_box_reg": 0.009682967531261966, "loss_cls": 0.0433074917527847, "loss_rpn_cls": 0.0008622532807862626, "loss_rpn_loc": 0.0017693295558274258, "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": 0.5062906639650464, "total_loss": 0.05565128169547506}
{"data_time": 0.003243423067033291, "eta_seconds": 2850.6817475575954, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2222222222222222, "fast_rcnn/fg_cls_accuracy": 0.7777777777777778, "iteration": 6439, "loss_box_reg": 0.009651815984398127, "loss_cls": 0.045948099286761135, "loss_rpn_cls": 0.000999410460906347, "loss_rpn_loc": 0.0014521824159601238, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5103600332513452, "total_loss": 0.0587657612353496}
{"data_time": 0.0033403197303414345, "eta_seconds": 2841.8162809023634, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2777777777777778, "fast_rcnn/fg_cls_accuracy": 0.7222222222222222, "iteration": 6459, "loss_box_reg": 0.009404566837474704, "loss_cls": 0.04263077469659038, "loss_rpn_cls": 0.0005943088279263264, "loss_rpn_loc": 0.0016352302136510843, "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": 0.513475782237947, "total_loss": 0.05535884205107777}
{"data_time": 0.0031197555363178253, "eta_seconds": 2833.1961968373507, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2703081232492997, "fast_rcnn/fg_cls_accuracy": 0.7296918767507004, "iteration": 6479, "loss_box_reg": 0.009725546755362302, "loss_cls": 0.04348142968956381, "loss_rpn_cls": 0.0011881119402801232, "loss_rpn_loc": 0.001382231750540086, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5275375116616488, "total_loss": 0.05704049356603491}
{"data_time": 0.0033475076779723167, "eta_seconds": 2824.585357825272, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2947860962566845, "fast_rcnn/fg_cls_accuracy": 0.7052139037433156, "iteration": 6499, "loss_box_reg": 0.010048148164059967, "loss_cls": 0.04341489140642807, "loss_rpn_cls": 0.0008586501117520129, "loss_rpn_loc": 0.001430527052434627, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5237990664318204, "total_loss": 0.056162306018350705}
{"data_time": 0.0031468449160456657, "eta_seconds": 2814.3160054972395, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2714285714285714, "fast_rcnn/fg_cls_accuracy": 0.7285714285714286, "iteration": 6519, "loss_box_reg": 0.009634452871978283, "loss_cls": 0.04245618710410781, "loss_rpn_cls": 0.0010231462593992546, "loss_rpn_loc": 0.0013509371965483297, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.511442955583334, "total_loss": 0.05605930943363546}
{"data_time": 0.0033460110425949097, "eta_seconds": 2799.649725100957, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2827050997782705, "fast_rcnn/fg_cls_accuracy": 0.7172949002217295, "iteration": 6539, "loss_box_reg": 0.009367532533360645, "loss_cls": 0.041928652295609936, "loss_rpn_cls": 0.0007942131709768319, "loss_rpn_loc": 0.0015424676403199555, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5275669563561678, "total_loss": 0.053535659962960835}
{"data_time": 0.0032956618815660477, "eta_seconds": 2789.167305963114, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.358974358974359, "fast_rcnn/fg_cls_accuracy": 0.641025641025641, "iteration": 6559, "loss_box_reg": 0.009635009148041718, "loss_cls": 0.04266964877024293, "loss_rpn_cls": 0.0010286108260899596, "loss_rpn_loc": 0.0017252111865673214, "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": 0.5091013628989458, "total_loss": 0.05529466461953092}
{"data_time": 0.0032948600128293037, "eta_seconds": 2779.143226473592, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3996289424860853, "fast_rcnn/fg_cls_accuracy": 0.6003710575139146, "iteration": 6579, "loss_box_reg": 0.00982606117031537, "loss_cls": 0.04528128448873758, "loss_rpn_cls": 0.0008206815619331564, "loss_rpn_loc": 0.0015118613991944585, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5133356312289834, "total_loss": 0.057734020479017545}
{"data_time": 0.0033335797488689423, "eta_seconds": 2768.6624920982867, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.35616883116883113, "fast_rcnn/fg_cls_accuracy": 0.6438311688311689, "iteration": 6599, "loss_box_reg": 0.009244121552910656, "loss_cls": 0.04273039291729219, "loss_rpn_cls": 0.0006088351516098101, "loss_rpn_loc": 0.0014227483588911127, "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": 0.5046361982822418, "total_loss": 0.05572925683447849}
{"data_time": 0.0031194407492876053, "eta_seconds": 2757.570868289098, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20970394736842105, "fast_rcnn/fg_cls_accuracy": 0.777511961722488, "iteration": 6619, "loss_box_reg": 0.010159770376048982, "loss_cls": 0.04390198003966361, "loss_rpn_cls": 0.0009551124679632039, "loss_rpn_loc": 0.001468654187192442, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5223660776391625, "total_loss": 0.05834317789469878}
{"data_time": 0.0033954866230487823, "eta_seconds": 2748.3834785325453, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2256258234519104, "fast_rcnn/fg_cls_accuracy": 0.7717391304347827, "iteration": 6639, "loss_box_reg": 0.010241137293633074, "loss_cls": 0.04472443286795169, "loss_rpn_cls": 0.0005684664980094567, "loss_rpn_loc": 0.0016012075029721018, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5228318488225341, "total_loss": 0.0596982353073372}
{"data_time": 0.003144560381770134, "eta_seconds": 2740.9014919018373, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.26013513513513514, "fast_rcnn/fg_cls_accuracy": 0.7263513513513513, "iteration": 6659, "loss_box_reg": 0.009484727721428499, "loss_cls": 0.04489050249685533, "loss_rpn_cls": 0.000700546853721562, "loss_rpn_loc": 0.001581995362357702, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5110643049702048, "total_loss": 0.05827734367065318}
{"data_time": 0.003368076868355274, "eta_seconds": 2728.9847375350073, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.345150311968236, "fast_rcnn/fg_cls_accuracy": 0.654849688031764, "iteration": 6679, "loss_box_reg": 0.009063543198863044, "loss_cls": 0.043363707314711064, "loss_rpn_cls": 0.0011633648795736917, "loss_rpn_loc": 0.001406195224262774, "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": 0.5133091555908322, "total_loss": 0.05430039510824258}
{"data_time": 0.0032376516610383987, "eta_seconds": 2723.3660692982376, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2714285714285714, "fast_rcnn/fg_cls_accuracy": 0.7285714285714286, "iteration": 6699, "loss_box_reg": 0.009300362900830805, "loss_cls": 0.042789154627826065, "loss_rpn_cls": 0.00088434224059597, "loss_rpn_loc": 0.0013194959428801667, "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": 0.5216887043789029, "total_loss": 0.05558813359289161}
{"data_time": 0.003169327974319458, "eta_seconds": 2713.238827263005, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21215220949263502, "fast_rcnn/fg_cls_accuracy": 0.787847790507365, "iteration": 6719, "loss_box_reg": 0.009210598800564185, "loss_cls": 0.04195632631308399, "loss_rpn_cls": 0.000943025424987809, "loss_rpn_loc": 0.0012329936871537939, "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": 0.5166108841076493, "total_loss": 0.05391416213421962}
{"data_time": 0.003206538036465645, "eta_seconds": 2706.9070341037586, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.26453488372093026, "fast_rcnn/fg_cls_accuracy": 0.7241014799154334, "iteration": 6739, "loss_box_reg": 0.009644130535889417, "loss_cls": 0.04339250305201858, "loss_rpn_cls": 0.000927416867455122, "loss_rpn_loc": 0.0013193245040383772, "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": 0.523612785153091, "total_loss": 0.05601634441813985}
{"data_time": 0.0033376580104231834, "eta_seconds": 2698.400303439237, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.30666666666666664, "fast_rcnn/fg_cls_accuracy": 0.6933333333333334, "iteration": 6759, "loss_box_reg": 0.009685811994131655, "loss_cls": 0.04403438896406442, "loss_rpn_cls": 0.0007879237248573645, "loss_rpn_loc": 0.0014119942388788331, "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": 0.5274539943784475, "total_loss": 0.056295837320988085}
{"data_time": 0.003224722109735012, "eta_seconds": 2690.082382249646, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.31890756302521006, "fast_rcnn/fg_cls_accuracy": 0.6668067226890757, "iteration": 6779, "loss_box_reg": 0.00979396139155142, "loss_cls": 0.044089962262660265, "loss_rpn_cls": 0.0007600727712429034, "loss_rpn_loc": 0.0015790398083481705, "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": 0.5215303339064121, "total_loss": 0.05676245665354429}
{"data_time": 0.0032259589061141014, "eta_seconds": 2679.777527309023, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.26843910806174953, "fast_rcnn/fg_cls_accuracy": 0.7315608919382504, "iteration": 6799, "loss_box_reg": 0.009516268037259579, "loss_cls": 0.04473715744097717, "loss_rpn_cls": 0.001313028256333837, "loss_rpn_loc": 0.0015487965392821934, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5206736642867327, "total_loss": 0.05761442279899143}
{"data_time": 0.0031027020886540413, "eta_seconds": 2669.014299354516, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2746615087040619, "fast_rcnn/fg_cls_accuracy": 0.7188449848024316, "iteration": 6819, "loss_box_reg": 0.008966898487415165, "loss_cls": 0.04342818618169986, "loss_rpn_cls": 0.0008899492572140844, "loss_rpn_loc": 0.0012508236068242695, "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": 0.5167476776987314, "total_loss": 0.055655819808499984}
{"data_time": 0.0031479839235544205, "eta_seconds": 2659.1678174277768, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.5830188679245283, "iteration": 6839, "loss_box_reg": 0.009602247911971062, "loss_cls": 0.04378495586570352, "loss_rpn_cls": 0.0006323030381736316, "loss_rpn_loc": 0.001481029468777706, "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": 0.5157723668962717, "total_loss": 0.05531451456306513}
{"data_time": 0.0032285796478390694, "eta_seconds": 2648.408128350042, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2786944045911047, "fast_rcnn/fg_cls_accuracy": 0.7213055954088953, "iteration": 6859, "loss_box_reg": 0.009553679439704865, "loss_cls": 0.04337255854625255, "loss_rpn_cls": 0.000718272416918353, "loss_rpn_loc": 0.0012886455497209681, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5121316323056817, "total_loss": 0.05620025839368736}
{"data_time": 0.003165820613503456, "eta_seconds": 2637.4447471685708, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2984126984126984, "fast_rcnn/fg_cls_accuracy": 0.7015873015873015, "iteration": 6879, "loss_box_reg": 0.009839424776146188, "loss_cls": 0.041228305839467794, "loss_rpn_cls": 0.0007096197810483318, "loss_rpn_loc": 0.0014993896220403258, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5043708803132176, "total_loss": 0.05461831535609463}
{"data_time": 0.003083423711359501, "eta_seconds": 2628.2532526059076, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.28592162554426703, "fast_rcnn/fg_cls_accuracy": 0.7140783744557329, "iteration": 6899, "loss_box_reg": 0.009262798819690943, "loss_cls": 0.04352551032206975, "loss_rpn_cls": 0.0009159657292627799, "loss_rpn_loc": 0.001311062260356266, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5132089825347066, "total_loss": 0.05466045820838872}
{"data_time": 0.0030684545636177063, "eta_seconds": 2617.9483976652846, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.38505402160864344, "fast_rcnn/fg_cls_accuracy": 0.6149459783913566, "iteration": 6919, "loss_box_reg": 0.009632253495510668, "loss_cls": 0.04345108423149213, "loss_rpn_cls": 0.0013355641197279056, "loss_rpn_loc": 0.001295496869715862, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.504403667524457, "total_loss": 0.0547808618087231}
{"data_time": 0.003497299738228321, "eta_seconds": 2607.1957863410935, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.31726190476190474, "fast_rcnn/fg_cls_accuracy": 0.6635869565217392, "iteration": 6939, "loss_box_reg": 0.009158094151644036, "loss_cls": 0.0445412183762528, "loss_rpn_cls": 0.0008725834171059432, "loss_rpn_loc": 0.0012076785242243204, "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": 0.5102533688768744, "total_loss": 0.05794973775522294}
{"data_time": 0.0031089773401618004, "eta_seconds": 2597.3386877840385, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21203208556149733, "fast_rcnn/fg_cls_accuracy": 0.7772727272727273, "iteration": 6959, "loss_box_reg": 0.009736499341670424, "loss_cls": 0.043583086982835084, "loss_rpn_cls": 0.0010551473932309818, "loss_rpn_loc": 0.0014916285654180683, "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": 0.5286705102771521, "total_loss": 0.05667261369353582}
{"data_time": 0.003157254308462143, "eta_seconds": 2588.499817017466, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.291329739442947, "fast_rcnn/fg_cls_accuracy": 0.6881074899942825, "iteration": 6979, "loss_box_reg": 0.009169574885163456, "loss_cls": 0.042683731531724334, "loss_rpn_cls": 0.0008059545103691335, "loss_rpn_loc": 0.001204961661642301, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5102114910259843, "total_loss": 0.05380570160878051}
{"data_time": 0.0031706513836979866, "eta_seconds": 2576.7289779027924, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32320099255583123, "fast_rcnn/fg_cls_accuracy": 0.6767990074441688, "iteration": 6999, "loss_box_reg": 0.00937134079867974, "loss_cls": 0.04363086575176567, "loss_rpn_cls": 0.0008349669632821133, "loss_rpn_loc": 0.0014397884333448019, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5123015809804201, "total_loss": 0.055869478051249644}
{"data_time": 0.003255218267440796, "eta_seconds": 2566.4241229621693, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.32901296111665007, "fast_rcnn/fg_cls_accuracy": 0.67098703888335, "iteration": 7019, "loss_box_reg": 0.0094020533724688, "loss_cls": 0.04440177069045603, "loss_rpn_cls": 0.0009980789114365507, "loss_rpn_loc": 0.001425525129889138, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5074742343276739, "total_loss": 0.05665030509612734}
{"data_time": 0.003279566764831543, "eta_seconds": 2554.1415292322636, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1898311048557354, "fast_rcnn/fg_cls_accuracy": 0.8101688951442646, "iteration": 7039, "loss_box_reg": 0.009484331792918965, "loss_cls": 0.044629160373006016, "loss_rpn_cls": 0.0009346081022840735, "loss_rpn_loc": 0.0015263725545082707, "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": 0.5047850012779236, "total_loss": 0.05680061509440293}
{"data_time": 0.003276001662015915, "eta_seconds": 2543.844647437334, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.27711468604047745, "fast_rcnn/fg_cls_accuracy": 0.7042682926829269, "iteration": 7059, "loss_box_reg": 0.009396041423315182, "loss_cls": 0.04413057744386606, "loss_rpn_cls": 0.0008131261714723337, "loss_rpn_loc": 0.0014799059736105846, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5188566027209163, "total_loss": 0.0551064781152828}
{"data_time": 0.003304155543446541, "eta_seconds": 2532.453143587336, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.17219387755102042, "fast_rcnn/fg_cls_accuracy": 0.8278061224489797, "iteration": 7079, "loss_box_reg": 0.009582450817106292, "loss_cls": 0.04468830896075815, "loss_rpn_cls": 0.0007102865445460793, "loss_rpn_loc": 0.0013487024280038895, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5081683862954378, "total_loss": 0.05561634032810758}
{"data_time": 0.0032163308933377266, "eta_seconds": 2522.1607105713338, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.28609986504723345, "fast_rcnn/fg_cls_accuracy": 0.7139001349527665, "iteration": 7099, "loss_box_reg": 0.009326351922936738, "loss_cls": 0.04576346348039806, "loss_rpn_cls": 0.0007754344171360117, "loss_rpn_loc": 0.001277707597182598, "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": 0.5076951738446951, "total_loss": 0.058386950949739}
{"data_time": 0.0033490294590592384, "eta_seconds": 2509.477789887227, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.28566149297856613, "fast_rcnn/fg_cls_accuracy": 0.7143385070214339, "iteration": 7119, "loss_box_reg": 0.009221746353432536, "loss_cls": 0.04091252596117556, "loss_rpn_cls": 0.0006253009752867911, "loss_rpn_loc": 0.0013234808429842815, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5032233148813248, "total_loss": 0.05272221904226626}
{"data_time": 0.003282340243458748, "eta_seconds": 2499.5314112091437, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.217425431711146, "fast_rcnn/fg_cls_accuracy": 0.7825745682888541, "iteration": 7139, "loss_box_reg": 0.009677382942754775, "loss_cls": 0.04491840803530067, "loss_rpn_cls": 0.0013040132973003438, "loss_rpn_loc": 0.0014874756998324301, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5179507061839104, "total_loss": 0.05768148879712953}
{"data_time": 0.0033820709213614464, "eta_seconds": 2488.9125140020624, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.305622009569378, "fast_rcnn/fg_cls_accuracy": 0.694377990430622, "iteration": 7159, "loss_box_reg": 0.009220916428603232, "loss_cls": 0.04405356216011569, "loss_rpn_cls": 0.0011175463803851926, "loss_rpn_loc": 0.001649279873163323, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5306103732436895, "total_loss": 0.05690064941448014}
{"data_time": 0.0031899623572826385, "eta_seconds": 2477.546259663999, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2835365853658537, "fast_rcnn/fg_cls_accuracy": 0.7083333333333333, "iteration": 7179, "loss_box_reg": 0.008705817075679079, "loss_cls": 0.039746556227328256, "loss_rpn_cls": 0.00057348473546881, "loss_rpn_loc": 0.0013085446735203732, "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": 0.5027606971561909, "total_loss": 0.051048286225068296}
{"data_time": 0.0031708823516964912, "eta_seconds": 2467.268117122352, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2573454913880446, "fast_rcnn/fg_cls_accuracy": 0.7210771276595744, "iteration": 7199, "loss_box_reg": 0.0094565991894342, "loss_cls": 0.044936442718608305, "loss_rpn_cls": 0.0008771794005042466, "loss_rpn_loc": 0.0014256394752010237, "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": 0.513179512694478, "total_loss": 0.05582336023547896}
{"data_time": 0.003200693055987358, "eta_seconds": 2460.4061124753207, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.8, "iteration": 7219, "loss_box_reg": 0.009497139253653586, "loss_cls": 0.04360231151804328, "loss_rpn_cls": 0.0010256597599038741, "loss_rpn_loc": 0.0015635022919013863, "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": 0.5355686079710722, "total_loss": 0.055288340764491295}
{"data_time": 0.0030307509005069733, "eta_seconds": 2450.1136794593185, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2141687141687142, "fast_rcnn/fg_cls_accuracy": 0.7858312858312858, "iteration": 7239, "loss_box_reg": 0.008979056117823347, "loss_cls": 0.04429565029568039, "loss_rpn_cls": 0.0007106604334978783, "loss_rpn_loc": 0.001429082218237454, "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": 0.5106078078970313, "total_loss": 0.05540794605906285}
{"data_time": 0.0032501034438610077, "eta_seconds": 2439.8212464433163, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2329988851727982, "fast_rcnn/fg_cls_accuracy": 0.7670011148272018, "iteration": 7259, "loss_box_reg": 0.009365004458231851, "loss_cls": 0.04641996807185933, "loss_rpn_cls": 0.0013058580485107996, "loss_rpn_loc": 0.0014322527713375166, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4980429206043482, "total_loss": 0.058084276935630896}
{"data_time": 0.0030260076746344566, "eta_seconds": 2430.181554079987, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2900608519269777, "fast_rcnn/fg_cls_accuracy": 0.6805273833671399, "iteration": 7279, "loss_box_reg": 0.008969163871370256, "loss_cls": 0.041276274394476786, "loss_rpn_cls": 0.0009108292856581102, "loss_rpn_loc": 0.0013125565528753214, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5308827720582485, "total_loss": 0.0541452147429311}
{"data_time": 0.0032000867649912834, "eta_seconds": 2418.7632340192795, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24479166666666666, "fast_rcnn/fg_cls_accuracy": 0.7552083333333333, "iteration": 7299, "loss_box_reg": 0.009238371829269454, "loss_cls": 0.045514554250985384, "loss_rpn_cls": 0.0010519785990936725, "loss_rpn_loc": 0.0014330251397041138, "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": 0.5111692696809769, "total_loss": 0.05875878875906437}
{"data_time": 0.0033336859196424484, "eta_seconds": 2410.3008744549006, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2639880952380952, "fast_rcnn/fg_cls_accuracy": 0.7360119047619047, "iteration": 7319, "loss_box_reg": 0.009120809205342084, "loss_cls": 0.04229620844125748, "loss_rpn_cls": 0.0006424143336971611, "loss_rpn_loc": 0.0014003799042257015, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5205184407532215, "total_loss": 0.055951240858234996}
{"data_time": 0.0031998688355088234, "eta_seconds": 2400.0026438441128, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.26074685193226227, "fast_rcnn/fg_cls_accuracy": 0.7360415864458991, "iteration": 7339, "loss_box_reg": 0.009052861540112644, "loss_cls": 0.04389611168880947, "loss_rpn_cls": 0.0006709921330525503, "loss_rpn_loc": 0.0013339422348508378, "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": 0.5039431359618902, "total_loss": 0.055710603295722194}
{"data_time": 0.003366035409271717, "eta_seconds": 2391.571114366874, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.28260869565217395, "fast_rcnn/fg_cls_accuracy": 0.717391304347826, "iteration": 7359, "loss_box_reg": 0.009513904486084357, "loss_cls": 0.04428829299286008, "loss_rpn_cls": 0.0013707207663173904, "loss_rpn_loc": 0.001419062875356758, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.517654137685895, "total_loss": 0.0568034312875767}
{"data_time": 0.0030639246106147766, "eta_seconds": 2381.2648393642157, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.36649580615097854, "fast_rcnn/fg_cls_accuracy": 0.6232439335887612, "iteration": 7379, "loss_box_reg": 0.009176355524687096, "loss_cls": 0.04398950142785907, "loss_rpn_cls": 0.0005894630072020846, "loss_rpn_loc": 0.0013048749351582956, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5194636303931475, "total_loss": 0.056039053882741996}
{"data_time": 0.003353627398610115, "eta_seconds": 2369.6315722949803, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.21719269102990035, "fast_rcnn/fg_cls_accuracy": 0.7828073089700996, "iteration": 7399, "loss_box_reg": 0.009198744635796174, "loss_cls": 0.0422845120774582, "loss_rpn_cls": 0.0009982863865900526, "loss_rpn_loc": 0.0012379060390230734, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5042793313041329, "total_loss": 0.05533485532090765}
{"data_time": 0.0033767269924283028, "eta_seconds": 2359.6921599106863, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3866995073891626, "fast_rcnn/fg_cls_accuracy": 0.6133004926108374, "iteration": 7419, "loss_box_reg": 0.009429574041860178, "loss_cls": 0.04339608579175547, "loss_rpn_cls": 0.0005163153900866746, "loss_rpn_loc": 0.0012881997936347034, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5009041773155332, "total_loss": 0.05530939573532123}
{"data_time": 0.003114408813416958, "eta_seconds": 2350.3460143562406, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2433179723502304, "fast_rcnn/fg_cls_accuracy": 0.7566820276497697, "iteration": 7439, "loss_box_reg": 0.009192828874802217, "loss_cls": 0.044735390081768855, "loss_rpn_cls": 0.001151530659853961, "loss_rpn_loc": 0.0013310522208485054, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5208682725206017, "total_loss": 0.05747639936066662}
{"data_time": 0.003239905461668968, "eta_seconds": 2340.6673431079835, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.20975609756097563, "fast_rcnn/fg_cls_accuracy": 0.7902439024390244, "iteration": 7459, "loss_box_reg": 0.009207469498505816, "loss_cls": 0.042167107632849365, "loss_rpn_cls": 0.001037008617004176, "loss_rpn_loc": 0.0016244544040091569, "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": 0.5289302570745349, "total_loss": 0.054284012196550435}
{"data_time": 0.0032738754525780678, "eta_seconds": 2329.1858918191865, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.27597109304426376, "fast_rcnn/fg_cls_accuracy": 0.7108013937282229, "iteration": 7479, "loss_box_reg": 0.008944152417825535, "loss_cls": 0.04273217174340971, "loss_rpn_cls": 0.001013063378309198, "loss_rpn_loc": 0.001313052031036932, "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": 0.5102300029247999, "total_loss": 0.05515640927349352}
{"data_time": 0.0032526571303606033, "eta_seconds": 2317.934325704351, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.34772577455504283, "fast_rcnn/fg_cls_accuracy": 0.6049284578696343, "iteration": 7499, "loss_box_reg": 0.008732680667890236, "loss_cls": 0.04396830633049831, "loss_rpn_cls": 0.0007203869516843042, "loss_rpn_loc": 0.0014216803283488844, "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": 0.506915433332324, "total_loss": 0.05695252248722227}
{"data_time": 0.0034576542675495148, "eta_seconds": 2306.639174715616, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2459893048128342, "fast_rcnn/fg_cls_accuracy": 0.7540106951871658, "iteration": 7519, "loss_box_reg": 0.00961520042619668, "loss_cls": 0.04185920633608475, "loss_rpn_cls": 0.0006894635450294118, "loss_rpn_loc": 0.001333030464593321, "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": 0.498980444855988, "total_loss": 0.05408204102701575}
{"data_time": 0.0033079227432608604, "eta_seconds": 2295.0384047292173, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3252032520325203, "fast_rcnn/fg_cls_accuracy": 0.6690340909090908, "iteration": 7539, "loss_box_reg": 0.009369002043968067, "loss_cls": 0.046414046082645655, "loss_rpn_cls": 0.0009131503808248453, "loss_rpn_loc": 0.0014685578880744288, "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": 0.5103634744882584, "total_loss": 0.05915240134669375}
{"data_time": 0.0033291541039943695, "eta_seconds": 2284.158446682617, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29331140350877194, "fast_rcnn/fg_cls_accuracy": 0.7066885964912281, "iteration": 7559, "loss_box_reg": 0.009306061081588268, "loss_cls": 0.046443136903690174, "loss_rpn_cls": 0.0006360474390021409, "loss_rpn_loc": 0.0012761458983732155, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4941038750112057, "total_loss": 0.05817476317309911}
{"data_time": 0.003104860894382, "eta_seconds": 2275.0294238245115, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23608534322820035, "fast_rcnn/fg_cls_accuracy": 0.7639146567717996, "iteration": 7579, "loss_box_reg": 0.009371091902721673, "loss_cls": 0.04623738711234182, "loss_rpn_cls": 0.0008520271097154364, "loss_rpn_loc": 0.0015269390678440686, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5264171743765473, "total_loss": 0.05827727774766345}
{"data_time": 0.003191809169948101, "eta_seconds": 2265.914851256646, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.34993997599039617, "fast_rcnn/fg_cls_accuracy": 0.6500600240096038, "iteration": 7599, "loss_box_reg": 0.009069265594007447, "loss_cls": 0.04213231080211699, "loss_rpn_cls": 0.000979526626963434, "loss_rpn_loc": 0.0011397280468372628, "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": 0.519094318151474, "total_loss": 0.0554858186382603}
{"data_time": 0.003239782527089119, "eta_seconds": 2255.90458676219, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2200956937799043, "fast_rcnn/fg_cls_accuracy": 0.7420634920634921, "iteration": 7619, "loss_box_reg": 0.008900681044906378, "loss_cls": 0.043614526744931936, "loss_rpn_cls": 0.0006128036011432414, "loss_rpn_loc": 0.001436266071323189, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5254319766536355, "total_loss": 0.054726914432762896}
{"data_time": 0.0031498754397034645, "eta_seconds": 2244.1536569325253, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.24917582417582418, "fast_rcnn/fg_cls_accuracy": 0.7365384615384616, "iteration": 7639, "loss_box_reg": 0.008800927083939314, "loss_cls": 0.04234120371984318, "loss_rpn_cls": 0.0012684121028030404, "loss_rpn_loc": 0.0013786617637379095, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5108458446338773, "total_loss": 0.052848752380185715}
{"data_time": 0.0033862078562378883, "eta_seconds": 2233.8617346351966, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23223039215686275, "fast_rcnn/fg_cls_accuracy": 0.7677696078431373, "iteration": 7659, "loss_box_reg": 0.009177926345728338, "loss_cls": 0.042800620780326426, "loss_rpn_cls": 0.0010222934120918126, "loss_rpn_loc": 0.0015903167513897642, "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": 0.5038518533110619, "total_loss": 0.055148642601544395}
{"data_time": 0.003069426864385605, "eta_seconds": 2223.7391123184934, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.23268398268398266, "fast_rcnn/fg_cls_accuracy": 0.7673160173160173, "iteration": 7679, "loss_box_reg": 0.009034536487888545, "loss_cls": 0.04286223941016942, "loss_rpn_cls": 0.00043073724179976125, "loss_rpn_loc": 0.001424847749149194, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5212167873978615, "total_loss": 0.05380308722385507}
{"data_time": 0.0031625693663954735, "eta_seconds": 2213.254092661664, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.28078817733990147, "fast_rcnn/fg_cls_accuracy": 0.7124060150375939, "iteration": 7699, "loss_box_reg": 0.008772624627454206, "loss_cls": 0.04242636665003374, "loss_rpn_cls": 0.0007556916904150057, "loss_rpn_loc": 0.001306628108068253, "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": 0.5179401831701398, "total_loss": 0.05491394985205034}
{"data_time": 0.003196265548467636, "eta_seconds": 2203.1537004942074, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2211111111111111, "fast_rcnn/fg_cls_accuracy": 0.778888888888889, "iteration": 7719, "loss_box_reg": 0.00915283861104399, "loss_cls": 0.04388260009000078, "loss_rpn_cls": 0.0013894203093798296, "loss_rpn_loc": 0.001446976064471528, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5260583944618702, "total_loss": 0.055985349757065705}
{"data_time": 0.0031555211171507835, "eta_seconds": 2193.6711403653026, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.32666666666666666, "fast_rcnn/fg_cls_accuracy": 0.6559139784946236, "iteration": 7739, "loss_box_reg": 0.009142374183284119, "loss_cls": 0.04599775990936905, "loss_rpn_cls": 0.0008545835278539471, "loss_rpn_loc": 0.0014605601336370455, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5201596347615123, "total_loss": 0.0576539362832591}
{"data_time": 0.0032121241092681885, "eta_seconds": 2182.5682886699215, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.2774659182036888, "fast_rcnn/fg_cls_accuracy": 0.7066189624329159, "iteration": 7759, "loss_box_reg": 0.008669740404002368, "loss_cls": 0.04311235301429406, "loss_rpn_cls": 0.000995307084679098, "loss_rpn_loc": 0.0012622937101696152, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5191007889807224, "total_loss": 0.055256530455210395}
{"data_time": 0.0031017567962408066, "eta_seconds": 2171.5662645958364, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.278494623655914, "fast_rcnn/fg_cls_accuracy": 0.721505376344086, "iteration": 7779, "loss_box_reg": 0.009295264986576512, "loss_cls": 0.043832389055751264, "loss_rpn_cls": 0.0008885323747449547, "loss_rpn_loc": 0.0012405672077875352, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5133118471130729, "total_loss": 0.05508138785398842}
{"data_time": 0.0031878184527158737, "eta_seconds": 2159.19499181211, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3076923076923077, "fast_rcnn/fg_cls_accuracy": 0.6819852941176471, "iteration": 7799, "loss_box_reg": 0.008890217955922708, "loss_cls": 0.04538259038235992, "loss_rpn_cls": 0.0008883786302931185, "loss_rpn_loc": 0.0013561658925027587, "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": 0.5202701622620225, "total_loss": 0.05629099426592177}
{"data_time": 0.0031521106138825417, "eta_seconds": 2148.452979533933, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.29705882352941176, "fast_rcnn/fg_cls_accuracy": 0.7029411764705882, "iteration": 7819, "loss_box_reg": 0.009073332126718014, "loss_cls": 0.04287445673253387, "loss_rpn_cls": 0.0008249791092538317, "loss_rpn_loc": 0.0011413759111746913, "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": 0.5083305733278394, "total_loss": 0.053667732584955274}
{"data_time": 0.0032151592895388603, "eta_seconds": 2137.906860312447, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.19778549717759444, "fast_rcnn/fg_cls_accuracy": 0.8022145028224055, "iteration": 7839, "loss_box_reg": 0.008561531314626336, "loss_cls": 0.04513804544694722, "loss_rpn_cls": 0.001003864858205361, "loss_rpn_loc": 0.0012048068238073029, "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": 0.5020202286541462, "total_loss": 0.05659011784359791}
{"data_time": 0.003181152045726776, "eta_seconds": 2127.7839661343023, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2669956140350877, "fast_rcnn/fg_cls_accuracy": 0.7270833333333333, "iteration": 7859, "loss_box_reg": 0.008664211462019011, "loss_cls": 0.041808974754530936, "loss_rpn_cls": 0.0008782700867300264, "loss_rpn_loc": 0.0016500230703968555, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5227618711069226, "total_loss": 0.05273390757861307}
{"data_time": 0.00315829087048769, "eta_seconds": 2117.6213175458834, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.28501228501228504, "fast_rcnn/fg_cls_accuracy": 0.7149877149877151, "iteration": 7879, "loss_box_reg": 0.008544095297111198, "loss_cls": 0.04432677206932567, "loss_rpn_cls": 0.000663113154189432, "loss_rpn_loc": 0.0013513120538846124, "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": 0.5110969906672835, "total_loss": 0.05483902033768118}
{"data_time": 0.003768383525311947, "eta_seconds": 2107.2306315181777, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.17436974789915966, "fast_rcnn/fg_cls_accuracy": 0.8061497326203209, "iteration": 7899, "loss_box_reg": 0.00882315993658267, "loss_cls": 0.042478008195757866, "loss_rpn_cls": 0.0007140673187677749, "loss_rpn_loc": 0.0012526479822554393, "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": 0.5051236599683762, "total_loss": 0.0536765782675559}
{"data_time": 0.0030649714171886444, "eta_seconds": 2097.2786451512948, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3527272727272727, "fast_rcnn/fg_cls_accuracy": 0.6472727272727272, "iteration": 7919, "loss_box_reg": 0.008802516851574183, "loss_cls": 0.04133160423953086, "loss_rpn_cls": 0.001142796656495193, "loss_rpn_loc": 0.0014699746861879248, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5231686951592565, "total_loss": 0.053291289629811445}
{"data_time": 0.003291958011686802, "eta_seconds": 2087.2389578074217, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.22817715019255455, "fast_rcnn/fg_cls_accuracy": 0.7560975609756098, "iteration": 7939, "loss_box_reg": 0.0088524502934888, "loss_cls": 0.04502208298072219, "loss_rpn_cls": 0.0012283359781690706, "loss_rpn_loc": 0.0012786598035745556, "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": 0.5140497628599405, "total_loss": 0.056240440776832656}
{"data_time": 0.0032605547457933426, "eta_seconds": 2076.300257728435, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3617886178861789, "fast_rcnn/fg_cls_accuracy": 0.6382113821138211, "iteration": 7959, "loss_box_reg": 0.008576906140660867, "loss_cls": 0.04239973452058621, "loss_rpn_cls": 0.0008044149720944915, "loss_rpn_loc": 0.0013702566902793478, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5189427379518747, "total_loss": 0.05451140984470726}
{"data_time": 0.003199729137122631, "eta_seconds": 2066.024087187834, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1677807486631016, "fast_rcnn/fg_cls_accuracy": 0.7837301587301587, "iteration": 7979, "loss_box_reg": 0.008986693777842447, "loss_cls": 0.0429255414637737, "loss_rpn_cls": 0.0007243261371563392, "loss_rpn_loc": 0.001296720452955924, "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": 0.5144532797858119, "total_loss": 0.05415999984705877}
{"data_time": 0.0031015975400805473, "eta_seconds": 2056.165611186065, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3253668763102725, "fast_rcnn/fg_cls_accuracy": 0.6746331236897274, "iteration": 7999, "loss_box_reg": 0.008969830290880054, "loss_cls": 0.04276337273768149, "loss_rpn_cls": 0.0007307515267100939, "loss_rpn_loc": 0.0013051696332695428, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5225078565999866, "total_loss": 0.05513885804680285}
{"data_time": 0.0032496973872184753, "eta_seconds": 2045.703852687031, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3085701981050818, "fast_rcnn/fg_cls_accuracy": 0.6914298018949182, "iteration": 8019, "loss_box_reg": 0.008481389377266169, "loss_cls": 0.04148627968970686, "loss_rpn_cls": 0.0009849990848129764, "loss_rpn_loc": 0.0012315703006606782, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5115321846678853, "total_loss": 0.05222212539837301}
{"data_time": 0.0035245493054389954, "eta_seconds": 2035.8417906612158, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2985739750445633, "fast_rcnn/fg_cls_accuracy": 0.7014260249554367, "iteration": 8039, "loss_box_reg": 0.008830697537632659, "loss_cls": 0.04268704354763031, "loss_rpn_cls": 0.0010123096720917601, "loss_rpn_loc": 0.0011663703080557752, "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": 0.5124757140874863, "total_loss": 0.054487688884364616}
{"data_time": 0.003235005773603916, "eta_seconds": 2027.409776297398, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.33349802371541504, "fast_rcnn/fg_cls_accuracy": 0.666501976284585, "iteration": 8059, "loss_box_reg": 0.00829034487833269, "loss_cls": 0.04148620011983439, "loss_rpn_cls": 0.0008831628001644276, "loss_rpn_loc": 0.0014287526855696342, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.520345694385469, "total_loss": 0.05250496001707461}
{"data_time": 0.0032642213627696037, "eta_seconds": 2018.4863038603216, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.350383631713555, "fast_rcnn/fg_cls_accuracy": 0.6338742393509128, "iteration": 8079, "loss_box_reg": 0.008440954552497715, "loss_cls": 0.04158172078314237, "loss_rpn_cls": 0.0008045162708754106, "loss_rpn_loc": 0.0011460453697509365, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5283267013728619, "total_loss": 0.052556550484951}
{"data_time": 0.0031087640672922134, "eta_seconds": 2008.9322296502069, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2992063492063492, "fast_rcnn/fg_cls_accuracy": 0.7007936507936507, "iteration": 8099, "loss_box_reg": 0.008354053134098649, "loss_cls": 0.042394366464577615, "loss_rpn_cls": 0.0006033133889786768, "loss_rpn_loc": 0.0014084244685363956, "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": 0.5119456890970469, "total_loss": 0.05495611241133247}
{"data_time": 0.00338167417794466, "eta_seconds": 2000.7243906799704, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36811594202898545, "fast_rcnn/fg_cls_accuracy": 0.6318840579710145, "iteration": 8119, "loss_box_reg": 0.00910180396749638, "loss_cls": 0.04127803663141094, "loss_rpn_cls": 0.0004385952149732475, "loss_rpn_loc": 0.0012223308258398902, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.51950538251549, "total_loss": 0.05363051080776415}
{"data_time": 0.0031103380024433136, "eta_seconds": 1990.185646112077, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24555403556771546, "fast_rcnn/fg_cls_accuracy": 0.7544459644322845, "iteration": 8139, "loss_box_reg": 0.008787252940237522, "loss_cls": 0.046859546564519405, "loss_rpn_cls": 0.0006896307114629963, "loss_rpn_loc": 0.0014538386749336496, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5250486684963107, "total_loss": 0.058368329434841826}
{"data_time": 0.003339284099638462, "eta_seconds": 1979.0535727655515, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2976284584980237, "fast_rcnn/fg_cls_accuracy": 0.7023715415019762, "iteration": 8159, "loss_box_reg": 0.008672876720083877, "loss_cls": 0.04212476732209325, "loss_rpn_cls": 0.0006582572092810324, "loss_rpn_loc": 0.0013586157147074118, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5044434070587158, "total_loss": 0.053430800584692406}
{"data_time": 0.003329654224216938, "eta_seconds": 1968.4303383119404, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.24509803921568626, "fast_rcnn/fg_cls_accuracy": 0.7549019607843137, "iteration": 8179, "loss_box_reg": 0.008316015038872138, "loss_cls": 0.04172710468992591, "loss_rpn_cls": 0.0010425407490117777, "loss_rpn_loc": 0.0012304143237997778, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49733913224190474, "total_loss": 0.05282307053147406}
{"data_time": 0.0029846495017409325, "eta_seconds": 1958.1271174885333, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.28174603174603174, "fast_rcnn/fg_cls_accuracy": 0.7182539682539683, "iteration": 8199, "loss_box_reg": 0.008819538546958938, "loss_cls": 0.04060043691424653, "loss_rpn_cls": 0.0007187537958088797, "loss_rpn_loc": 0.0011836381763714598, "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": 0.5121830981224775, "total_loss": 0.05238298732359681}
{"data_time": 0.003321266733109951, "eta_seconds": 1946.4158926028758, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.33367430441898527, "fast_rcnn/fg_cls_accuracy": 0.6663256955810147, "iteration": 8219, "loss_box_reg": 0.008827131794532761, "loss_cls": 0.043303014972480014, "loss_rpn_cls": 0.0008598506204009482, "loss_rpn_loc": 0.0013960455326014198, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5148156518116593, "total_loss": 0.05507703073038783}
{"data_time": 0.00302133709192276, "eta_seconds": 1936.8352001318708, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.19722222222222224, "fast_rcnn/fg_cls_accuracy": 0.7709677419354839, "iteration": 8239, "loss_box_reg": 0.00837551910080947, "loss_cls": 0.04516037294524722, "loss_rpn_cls": 0.0005030994439607639, "loss_rpn_loc": 0.001269429580133874, "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": 0.5179818123579025, "total_loss": 0.05717119662121206}
{"data_time": 0.003047375939786434, "eta_seconds": 1927.2174550183117, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2770034843205575, "fast_rcnn/fg_cls_accuracy": 0.7102981029810298, "iteration": 8259, "loss_box_reg": 0.008733740309253335, "loss_cls": 0.04641445237211883, "loss_rpn_cls": 0.0009483123548648109, "loss_rpn_loc": 0.0012226540748088155, "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": 0.5113015612587333, "total_loss": 0.05779713186916524}
{"data_time": 0.0032413043081760406, "eta_seconds": 1916.2360488409176, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.16843971631205673, "fast_rcnn/fg_cls_accuracy": 0.8023936170212767, "iteration": 8279, "loss_box_reg": 0.008499113493598998, "loss_cls": 0.0413941620499827, "loss_rpn_cls": 0.0006564521829943715, "loss_rpn_loc": 0.0011648326180875301, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5064195627346635, "total_loss": 0.052116269797821246}
{"data_time": 0.003337029367685318, "eta_seconds": 1906.6110133714974, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.28390957446808507, "fast_rcnn/fg_cls_accuracy": 0.7127976190476191, "iteration": 8299, "loss_box_reg": 0.008893780337530188, "loss_cls": 0.042496627575019374, "loss_rpn_cls": 0.0009460515987314011, "loss_rpn_loc": 0.001304099198023323, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5163901736959815, "total_loss": 0.05394439536081563}
{"data_time": 0.0030698589980602264, "eta_seconds": 1895.9035771032795, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3112535612535613, "fast_rcnn/fg_cls_accuracy": 0.6887464387464388, "iteration": 8319, "loss_box_reg": 0.008510446466971189, "loss_cls": 0.04334499692777172, "loss_rpn_cls": 0.0007298479065411811, "loss_rpn_loc": 0.0012575804175867233, "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": 0.520453117787838, "total_loss": 0.054850286146955085}
{"data_time": 0.0032184822484850883, "eta_seconds": 1886.2347996607423, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2994071146245059, "fast_rcnn/fg_cls_accuracy": 0.7005928853754941, "iteration": 8339, "loss_box_reg": 0.008593624690547585, "loss_cls": 0.043302758946083486, "loss_rpn_cls": 0.0006924096534817181, "loss_rpn_loc": 0.0013154363514331635, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5328810326755047, "total_loss": 0.05388662728785221}
{"data_time": 0.0032365573570132256, "eta_seconds": 1875.0377462590113, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.26953488372093026, "fast_rcnn/fg_cls_accuracy": 0.7304651162790697, "iteration": 8359, "loss_box_reg": 0.00865310596418567, "loss_cls": 0.04444810267887078, "loss_rpn_cls": 0.0009343329030571113, "loss_rpn_loc": 0.0013907633747294312, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4989378834143281, "total_loss": 0.05596587253277363}
{"data_time": 0.0030191438272595406, "eta_seconds": 1864.133611606434, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.24316334072431633, "fast_rcnn/fg_cls_accuracy": 0.7568366592756837, "iteration": 8379, "loss_box_reg": 0.008820070856017992, "loss_cls": 0.04390193341532722, "loss_rpn_cls": 0.0009361825936480273, "loss_rpn_loc": 0.00109700340362906, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5117016509175301, "total_loss": 0.05461698316685215}
{"data_time": 0.0032023675739765167, "eta_seconds": 1853.8373751435429, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.24616626311541565, "fast_rcnn/fg_cls_accuracy": 0.7449743791880173, "iteration": 8399, "loss_box_reg": 0.00832136202370748, "loss_cls": 0.040348066366277635, "loss_rpn_cls": 0.0008863163988053202, "loss_rpn_loc": 0.0011199493128515314, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.507120025344193, "total_loss": 0.05073742774650469}
{"data_time": 0.003245745785534382, "eta_seconds": 1842.900525836274, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.34183673469387754, "fast_rcnn/fg_cls_accuracy": 0.641941391941392, "iteration": 8419, "loss_box_reg": 0.008641573804197833, "loss_cls": 0.04516731854528189, "loss_rpn_cls": 0.0006058900816583446, "loss_rpn_loc": 0.0010431957689434057, "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": 0.5037784222513437, "total_loss": 0.0563199526558833}
{"data_time": 0.003223782405257225, "eta_seconds": 1832.4963751472533, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2601503759398496, "fast_rcnn/fg_cls_accuracy": 0.7301231802911534, "iteration": 8439, "loss_box_reg": 0.008543775271391496, "loss_cls": 0.041552059730747715, "loss_rpn_cls": 0.0007406691194091763, "loss_rpn_loc": 0.0011856880792038282, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5245833033695817, "total_loss": 0.05211677291657679}
{"data_time": 0.003347250632941723, "eta_seconds": 1822.3152085971087, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.275, "fast_rcnn/fg_cls_accuracy": 0.725, "iteration": 8459, "loss_box_reg": 0.008335268154041842, "loss_cls": 0.04071533854585141, "loss_rpn_cls": 0.0008462806843283488, "loss_rpn_loc": 0.001169096511148382, "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": 0.538491353392601, "total_loss": 0.05191189986703648}
{"data_time": 0.003277067095041275, "eta_seconds": 1812.022549977526, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2925133689839572, "fast_rcnn/fg_cls_accuracy": 0.7074866310160428, "iteration": 8479, "loss_box_reg": 0.008394176489673555, "loss_cls": 0.04171476693591103, "loss_rpn_cls": 0.0006744308257680132, "loss_rpn_loc": 0.0011752355694625294, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5021303137764335, "total_loss": 0.0538113198638257}
{"data_time": 0.0031411629170179367, "eta_seconds": 1802.3561928290874, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.34460887949260044, "fast_rcnn/fg_cls_accuracy": 0.6515151515151515, "iteration": 8499, "loss_box_reg": 0.008475146139971912, "loss_cls": 0.04390188935212791, "loss_rpn_cls": 0.000629692247400726, "loss_rpn_loc": 0.0011906293220818043, "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": 0.5123837105929852, "total_loss": 0.05471871960514818}
{"data_time": 0.0032385438680648804, "eta_seconds": 1793.4944926574826, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.15685328185328185, "fast_rcnn/fg_cls_accuracy": 0.7930672268907563, "iteration": 8519, "loss_box_reg": 0.008700916630914435, "loss_cls": 0.043466628645546734, "loss_rpn_cls": 0.0008233603301732728, "loss_rpn_loc": 0.001230877620400861, "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": 0.5230290712788701, "total_loss": 0.05499113093932806}
{"data_time": 0.003194820135831833, "eta_seconds": 1784.4572219615802, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23026315789473684, "fast_rcnn/fg_cls_accuracy": 0.7697368421052632, "iteration": 8539, "loss_box_reg": 0.008246033336035907, "loss_cls": 0.04139812639914453, "loss_rpn_cls": 0.0005491525271281716, "loss_rpn_loc": 0.0016036077395256143, "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": 0.5190006429329515, "total_loss": 0.052176040721747086}
{"data_time": 0.0031454740092158318, "eta_seconds": 1774.1454206211492, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2375, "fast_rcnn/fg_cls_accuracy": 0.7625, "iteration": 8559, "loss_box_reg": 0.008385576220462099, "loss_cls": 0.040792363171931356, "loss_rpn_cls": 0.0007481344819666447, "loss_rpn_loc": 0.0012344409424258629, "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": 0.5137299932539463, "total_loss": 0.05168365573996425}
{"data_time": 0.0031421128660440445, "eta_seconds": 1762.5810569897294, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2426470588235294, "fast_rcnn/fg_cls_accuracy": 0.7573529411764706, "iteration": 8579, "loss_box_reg": 0.008453536400338635, "loss_cls": 0.03964373917551711, "loss_rpn_cls": 0.0009672778896714362, "loss_rpn_loc": 0.0014359105061885202, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5066628810018301, "total_loss": 0.05127726052921844}
{"data_time": 0.0034538311883807182, "eta_seconds": 1752.2765784338117, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.27037037037037037, "fast_rcnn/fg_cls_accuracy": 0.7268518518518519, "iteration": 8599, "loss_box_reg": 0.008198067924240604, "loss_cls": 0.044241524301469326, "loss_rpn_cls": 0.0009024441187648335, "loss_rpn_loc": 0.0014840853582427371, "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": 0.5229975525289774, "total_loss": 0.05539532215561849}
{"data_time": 0.003257353790104389, "eta_seconds": 1741.5145349185914, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21666666666666667, "fast_rcnn/fg_cls_accuracy": 0.7208333333333333, "iteration": 8619, "loss_box_reg": 0.008525705459760502, "loss_cls": 0.0429379062843509, "loss_rpn_cls": 0.0012869224463543105, "loss_rpn_loc": 0.0015526673196291085, "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": 0.5149819562211633, "total_loss": 0.05379475107389453}
{"data_time": 0.003273741342127323, "eta_seconds": 1732.049997260794, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.24972191323692994, "fast_rcnn/fg_cls_accuracy": 0.7502780867630701, "iteration": 8639, "loss_box_reg": 0.008446273830486462, "loss_cls": 0.04263367262319662, "loss_rpn_cls": 0.0010538038557115215, "loss_rpn_loc": 0.0012350544711807743, "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": 0.513030294328928, "total_loss": 0.05284871944593306}
{"data_time": 0.0029700463637709618, "eta_seconds": 1721.3631427660584, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.36217948717948717, "fast_rcnn/fg_cls_accuracy": 0.6378205128205128, "iteration": 8659, "loss_box_reg": 0.008256101340521127, "loss_cls": 0.04453483925317414, "loss_rpn_cls": 0.0007525372791405971, "loss_rpn_loc": 0.0011447318875070778, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4966028546914458, "total_loss": 0.05581810234536988}
{"data_time": 0.0031681889668107033, "eta_seconds": 1711.0586642101407, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20352743561030234, "fast_rcnn/fg_cls_accuracy": 0.7964725643896977, "iteration": 8679, "loss_box_reg": 0.00818981573684141, "loss_cls": 0.042769962223246694, "loss_rpn_cls": 0.0008141312233718168, "loss_rpn_loc": 0.0012477024320105556, "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": 0.5247555430978537, "total_loss": 0.05460035648742334}
{"data_time": 0.003344840370118618, "eta_seconds": 1698.7764419652522, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.23885918003565063, "fast_rcnn/fg_cls_accuracy": 0.7611408199643493, "iteration": 8699, "loss_box_reg": 0.00797812627570238, "loss_cls": 0.04074674937874079, "loss_rpn_cls": 0.0011140810966026038, "loss_rpn_loc": 0.0011392704345780658, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5069766063243151, "total_loss": 0.05067310805907255}
{"data_time": 0.0032211514189839363, "eta_seconds": 1687.9640850741416, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.300187617260788, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 8719, "loss_box_reg": 0.00825783924665302, "loss_cls": 0.04228285257704556, "loss_rpn_cls": 0.0006971974790985769, "loss_rpn_loc": 0.00155370316679182, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5082587469369173, "total_loss": 0.053292195095707484}
{"data_time": 0.003178786486387253, "eta_seconds": 1677.3409202992916, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.31231527093596056, "fast_rcnn/fg_cls_accuracy": 0.6876847290640394, "iteration": 8739, "loss_box_reg": 0.008190493943402544, "loss_cls": 0.04041275946656242, "loss_rpn_cls": 0.0009300507181251305, "loss_rpn_loc": 0.0012013053819828201, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5177874239161611, "total_loss": 0.05211016889582254}
{"data_time": 0.00301229115575552, "eta_seconds": 1667.3854311872274, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3431372549019608, "fast_rcnn/fg_cls_accuracy": 0.637482900136799, "iteration": 8759, "loss_box_reg": 0.00840697082458064, "loss_cls": 0.0437049746979028, "loss_rpn_cls": 0.0007374104942243775, "loss_rpn_loc": 0.0014713264699821593, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5207122480496764, "total_loss": 0.05457691309399593}
{"data_time": 0.0032472293823957443, "eta_seconds": 1656.5554760880768, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.21831988609397246, "fast_rcnn/fg_cls_accuracy": 0.7816801139060275, "iteration": 8779, "loss_box_reg": 0.008426898886682466, "loss_cls": 0.043901301629375666, "loss_rpn_cls": 0.0010171623667929452, "loss_rpn_loc": 0.0012370973599900026, "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": 0.5086495541036129, "total_loss": 0.055712835160647955}
{"data_time": 0.003492009826004505, "eta_seconds": 1644.8566253073514, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2649122807017544, "fast_rcnn/fg_cls_accuracy": 0.7350877192982456, "iteration": 8799, "loss_box_reg": 0.008185519225662574, "loss_cls": 0.04324976046336815, "loss_rpn_cls": 0.000805459237696482, "loss_rpn_loc": 0.0011498236963234376, "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": 0.49161342717707157, "total_loss": 0.05399338413417354}
{"data_time": 0.003051573410630226, "eta_seconds": 1633.4282233100384, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.34285714285714286, "fast_rcnn/fg_cls_accuracy": 0.6181818181818182, "iteration": 8819, "loss_box_reg": 0.00867536716395989, "loss_cls": 0.04095882875844836, "loss_rpn_cls": 0.0011270513367662716, "loss_rpn_loc": 0.0013151223502063658, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5004224432632327, "total_loss": 0.053021945310447904}
{"data_time": 0.003388555720448494, "eta_seconds": 1623.9903391655535, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.287828947368421, "fast_rcnn/fg_cls_accuracy": 0.712171052631579, "iteration": 8839, "loss_box_reg": 0.008015507279196754, "loss_cls": 0.03866358782397583, "loss_rpn_cls": 0.0007689619349093846, "loss_rpn_loc": 0.001231221327543608, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5095732836052775, "total_loss": 0.04942632283456305}
{"data_time": 0.0032857581973075867, "eta_seconds": 1611.4740200182423, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.31663685152057247, "fast_rcnn/fg_cls_accuracy": 0.6833631484794276, "iteration": 8859, "loss_box_reg": 0.008093870303127915, "loss_cls": 0.04204176121857017, "loss_rpn_cls": 0.000858920206098901, "loss_rpn_loc": 0.0017576092141098343, "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": 0.506437947973609, "total_loss": 0.05204090454910215}
{"data_time": 0.0031077340245246887, "eta_seconds": 1600.454696599394, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1970899470899471, "fast_rcnn/fg_cls_accuracy": 0.7623839009287926, "iteration": 8879, "loss_box_reg": 0.0085120529984124, "loss_cls": 0.04229553998447955, "loss_rpn_cls": 0.0004562452631944325, "loss_rpn_loc": 0.001349089197901776, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5053405854851007, "total_loss": 0.053545248515661115}
{"data_time": 0.0033469879999756813, "eta_seconds": 1592.3486075084656, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.25303643724696356, "fast_rcnn/fg_cls_accuracy": 0.7469635627530364, "iteration": 8899, "loss_box_reg": 0.00798042252426967, "loss_cls": 0.04624611453618854, "loss_rpn_cls": 0.001304908964129936, "loss_rpn_loc": 0.0010778342748380965, "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": 0.5189311066642404, "total_loss": 0.05693097067955932}
{"data_time": 0.0030378801748156548, "eta_seconds": 1580.0260891439393, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.19631410256410256, "fast_rcnn/fg_cls_accuracy": 0.8036858974358974, "iteration": 8919, "loss_box_reg": 0.008283113304059952, "loss_cls": 0.04060448202653788, "loss_rpn_cls": 0.0009312541115349404, "loss_rpn_loc": 0.0012531324337032856, "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": 0.5015047658234835, "total_loss": 0.05303641133244241}
{"data_time": 0.0031203217804431915, "eta_seconds": 1570.5105209145695, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.245, "fast_rcnn/fg_cls_accuracy": 0.7403846153846154, "iteration": 8939, "loss_box_reg": 0.00865374514251016, "loss_cls": 0.04415778396651149, "loss_rpn_cls": 0.0011648554556131785, "loss_rpn_loc": 0.0014027989345777314, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5176312755793333, "total_loss": 0.05613355332462788}
{"data_time": 0.0030917422845959663, "eta_seconds": 1560.2490996737033, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24949392712550605, "fast_rcnn/fg_cls_accuracy": 0.7505060728744939, "iteration": 8959, "loss_box_reg": 0.008614721213234589, "loss_cls": 0.044824186828918755, "loss_rpn_cls": 0.0009699932182911652, "loss_rpn_loc": 0.001218584326124983, "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": 0.5165979815647006, "total_loss": 0.05607271659368962}
{"data_time": 0.003106137737631798, "eta_seconds": 1549.0672279391438, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24439775910364148, "fast_rcnn/fg_cls_accuracy": 0.7556022408963585, "iteration": 8979, "loss_box_reg": 0.00830338869127445, "loss_cls": 0.04319879645481706, "loss_rpn_cls": 0.0009012084538255749, "loss_rpn_loc": 0.0012788909189112019, "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": 0.5051913475617766, "total_loss": 0.054014171417946955}
{"data_time": 0.003067062236368656, "eta_seconds": 1538.3431427059695, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3099415204678363, "fast_rcnn/fg_cls_accuracy": 0.6750645994832041, "iteration": 8999, "loss_box_reg": 0.008348761664819904, "loss_cls": 0.041560158075299114, "loss_rpn_cls": 0.0005272323200529172, "loss_rpn_loc": 0.0011244328161410522, "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": 0.5132440384477377, "total_loss": 0.052018289364241355}
{"data_time": 0.0032234899699687958, "eta_seconds": 1526.982687227428, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.16783216783216784, "fast_rcnn/fg_cls_accuracy": 0.8321678321678322, "iteration": 9019, "loss_box_reg": 0.008221951953601092, "loss_cls": 0.04229432868305594, "loss_rpn_cls": 0.0010086942722864478, "loss_rpn_loc": 0.001204502697873977, "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": 0.504069596529007, "total_loss": 0.053870100895437645}
{"data_time": 0.003153957426548004, "eta_seconds": 1517.7367330323905, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.39906417112299464, "fast_rcnn/fg_cls_accuracy": 0.6009358288770054, "iteration": 9039, "loss_box_reg": 0.008284970332169905, "loss_cls": 0.045108781196177006, "loss_rpn_cls": 0.0006984364046616065, "loss_rpn_loc": 0.0011377065020496957, "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": 0.5201639356091619, "total_loss": 0.05697964743137618}
{"data_time": 0.003370446152985096, "eta_seconds": 1507.0181005597115, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.24447225698790154, "fast_rcnn/fg_cls_accuracy": 0.7555277430120985, "iteration": 9059, "loss_box_reg": 0.008418980782153085, "loss_cls": 0.04471456911414862, "loss_rpn_cls": 0.0007549434750444561, "loss_rpn_loc": 0.0012811538217647467, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5173453837633133, "total_loss": 0.05602308099341258}
{"data_time": 0.0033580996096134186, "eta_seconds": 1495.0732709430158, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.25265700483091785, "fast_rcnn/fg_cls_accuracy": 0.7473429951690821, "iteration": 9079, "loss_box_reg": 0.007862605067202821, "loss_cls": 0.04198812204413116, "loss_rpn_cls": 0.000486336673588994, "loss_rpn_loc": 0.0012060817734891316, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5024335132911801, "total_loss": 0.0515570331082813}
{"data_time": 0.003188543953001499, "eta_seconds": 1482.5187246724963, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.25816993464052285, "fast_rcnn/fg_cls_accuracy": 0.7140522875816994, "iteration": 9099, "loss_box_reg": 0.008258827176177874, "loss_cls": 0.04192441632039845, "loss_rpn_cls": 0.0006508015791268917, "loss_rpn_loc": 0.001431777951438562, "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": 0.49901412706822157, "total_loss": 0.05209097652240757}
{"data_time": 0.003215903416275978, "eta_seconds": 1471.01126595214, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2826086956521739, "fast_rcnn/fg_cls_accuracy": 0.717391304347826, "iteration": 9119, "loss_box_reg": 0.008070811134530231, "loss_cls": 0.042222534073516726, "loss_rpn_cls": 0.00112704341790959, "loss_rpn_loc": 0.0012805414517060854, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5084576848894358, "total_loss": 0.05355244707982365}
{"data_time": 0.0034729503095149994, "eta_seconds": 1462.0772393271327, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.29024051803885287, "fast_rcnn/fg_cls_accuracy": 0.709759481961147, "iteration": 9139, "loss_box_reg": 0.008274615771370009, "loss_cls": 0.043661911360686645, "loss_rpn_cls": 0.0006402302021228934, "loss_rpn_loc": 0.0012995375163882272, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5274125589057803, "total_loss": 0.0541828121636172}
{"data_time": 0.0030254367738962173, "eta_seconds": 1453.6241690693423, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.26296296296296295, "fast_rcnn/fg_cls_accuracy": 0.7238095238095238, "iteration": 9159, "loss_box_reg": 0.008143842103891075, "loss_cls": 0.04155698695103638, "loss_rpn_cls": 0.0009257838107714633, "loss_rpn_loc": 0.0013100336036586668, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5175983663648367, "total_loss": 0.050907522851616704}
{"data_time": 0.0034051714465022087, "eta_seconds": 1443.8896601609886, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23206521739130437, "fast_rcnn/fg_cls_accuracy": 0.7679347826086957, "iteration": 9179, "loss_box_reg": 0.007978031761012971, "loss_cls": 0.04184706788510084, "loss_rpn_cls": 0.0008857348171318336, "loss_rpn_loc": 0.0014201013182173483, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5089107807725668, "total_loss": 0.05373846252714998}
{"data_time": 0.003230053000152111, "eta_seconds": 1434.282526731491, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24107142857142858, "fast_rcnn/fg_cls_accuracy": 0.7589285714285714, "iteration": 9199, "loss_box_reg": 0.008388433896470815, "loss_cls": 0.041404504503589123, "loss_rpn_cls": 0.0010592550772514642, "loss_rpn_loc": 0.001227217288032989, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5208254158496857, "total_loss": 0.05239253091085061}
{"data_time": 0.0033072829246520996, "eta_seconds": 1424.5350060984492, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2643939393939394, "fast_rcnn/fg_cls_accuracy": 0.7356060606060606, "iteration": 9219, "loss_box_reg": 0.008500277093844488, "loss_cls": 0.04268229624722153, "loss_rpn_cls": 0.000801442780925754, "loss_rpn_loc": 0.0011488425188872498, "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": 0.525037320330739, "total_loss": 0.05383760790351744}
{"data_time": 0.0031078876927495003, "eta_seconds": 1411.5617655105889, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2037037037037037, "fast_rcnn/fg_cls_accuracy": 0.7962962962962963, "iteration": 9239, "loss_box_reg": 0.008135628726449795, "loss_cls": 0.04264523659367114, "loss_rpn_cls": 0.0007529541045840915, "loss_rpn_loc": 0.0011761058976844652, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4886554954573512, "total_loss": 0.05310189041006197}
{"data_time": 0.003410148434340954, "eta_seconds": 1399.1187672549859, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.20938104448742745, "fast_rcnn/fg_cls_accuracy": 0.7673160173160173, "iteration": 9259, "loss_box_reg": 0.008278642315417528, "loss_cls": 0.04334384374669753, "loss_rpn_cls": 0.0006825940857133617, "loss_rpn_loc": 0.0011706894483722863, "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": 0.5054233139380813, "total_loss": 0.055196181300601665}
{"data_time": 0.003024466335773468, "eta_seconds": 1391.111758042127, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3199074074074074, "fast_rcnn/fg_cls_accuracy": 0.6800925925925927, "iteration": 9279, "loss_box_reg": 0.008013493526959792, "loss_cls": 0.04131693858653307, "loss_rpn_cls": 0.0012518302535227122, "loss_rpn_loc": 0.0013253062279545702, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5184951052069664, "total_loss": 0.05247870080393113}
{"data_time": 0.003310222178697586, "eta_seconds": 1379.7837669327855, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2928571428571428, "fast_rcnn/fg_cls_accuracy": 0.7071428571428571, "iteration": 9299, "loss_box_reg": 0.0078733095433563, "loss_cls": 0.040656500932527706, "loss_rpn_cls": 0.000722250861485918, "loss_rpn_loc": 0.0013036957589065423, "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": 0.5172201786190271, "total_loss": 0.05064690008339312}
{"data_time": 0.0033186180517077446, "eta_seconds": 1368.7377254804596, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3627976190476191, "fast_rcnn/fg_cls_accuracy": 0.637202380952381, "iteration": 9319, "loss_box_reg": 0.008118716781609692, "loss_cls": 0.043732053018175066, "loss_rpn_cls": 0.0009544529164315918, "loss_rpn_loc": 0.0013191255329729756, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5255351634696126, "total_loss": 0.053566440979750496}
{"data_time": 0.0031188279390335083, "eta_seconds": 1357.3850082596764, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2722567287784679, "fast_rcnn/fg_cls_accuracy": 0.7277432712215322, "iteration": 9339, "loss_box_reg": 0.008249549835454673, "loss_cls": 0.042823482130188495, "loss_rpn_cls": 0.0006314840977665881, "loss_rpn_loc": 0.0011596512395044556, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4986798446625471, "total_loss": 0.05298433771798727}
{"data_time": 0.0033354228362441063, "eta_seconds": 1347.182941305451, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3625603864734299, "fast_rcnn/fg_cls_accuracy": 0.6374396135265701, "iteration": 9359, "loss_box_reg": 0.007996360713150352, "loss_cls": 0.04213935966254212, "loss_rpn_cls": 0.0009534989465578292, "loss_rpn_loc": 0.0010848013880604412, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4995195223018527, "total_loss": 0.05196062999897322}
{"data_time": 0.0033192187547683716, "eta_seconds": 1336.9808743512258, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.21567717996289426, "fast_rcnn/fg_cls_accuracy": 0.7779591836734694, "iteration": 9379, "loss_box_reg": 0.008166899759089574, "loss_cls": 0.04109311930369586, "loss_rpn_cls": 0.0009670831688026738, "loss_rpn_loc": 0.0011061231198254973, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5110107222571969, "total_loss": 0.050761679457011155}
{"data_time": 0.0032277479767799377, "eta_seconds": 1327.383491512388, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17105263157894735, "fast_rcnn/fg_cls_accuracy": 0.774780701754386, "iteration": 9399, "loss_box_reg": 0.007958543370477855, "loss_cls": 0.04320981277851388, "loss_rpn_cls": 0.0010143358679215453, "loss_rpn_loc": 0.0016146231082529994, "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": 0.5162477549165487, "total_loss": 0.05352541506491093}
{"data_time": 0.00326544139534235, "eta_seconds": 1320.5927421217784, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2170212765957447, "fast_rcnn/fg_cls_accuracy": 0.7777155655095185, "iteration": 9419, "loss_box_reg": 0.007968279620399699, "loss_cls": 0.040747805702267215, "loss_rpn_cls": 0.0012473861678756748, "loss_rpn_loc": 0.0010960285308101447, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5172163965180516, "total_loss": 0.05087211261658808}
{"data_time": 0.003214847296476364, "eta_seconds": 1310.9007218107581, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1781296387926769, "fast_rcnn/fg_cls_accuracy": 0.821870361207323, "iteration": 9439, "loss_box_reg": 0.008097734535112977, "loss_cls": 0.04407604012521915, "loss_rpn_cls": 0.0008914427254396173, "loss_rpn_loc": 0.001682117846030451, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.520883284509182, "total_loss": 0.055254303065048305}
{"data_time": 0.0032278839498758316, "eta_seconds": 1300.1263687452301, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.41801075268817206, "fast_rcnn/fg_cls_accuracy": 0.581989247311828, "iteration": 9459, "loss_box_reg": 0.0077211833850014955, "loss_cls": 0.041598904092097655, "loss_rpn_cls": 0.0009933778023878403, "loss_rpn_loc": 0.0011188723201485118, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5126598868519068, "total_loss": 0.05158386656057701}
{"data_time": 0.0029301894828677177, "eta_seconds": 1289.985565817915, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.27517162471395884, "fast_rcnn/fg_cls_accuracy": 0.7243107769423559, "iteration": 9479, "loss_box_reg": 0.008416766359005123, "loss_cls": 0.04390210672863759, "loss_rpn_cls": 0.0006244106746748912, "loss_rpn_loc": 0.0012349652279226575, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5094189932569861, "total_loss": 0.05475169023458193}
{"data_time": 0.003269701264798641, "eta_seconds": 1279.7516462160274, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2558139534883721, "fast_rcnn/fg_cls_accuracy": 0.7441860465116279, "iteration": 9499, "loss_box_reg": 0.008479336916934699, "loss_cls": 0.04162194742821157, "loss_rpn_cls": 0.0010201624913861451, "loss_rpn_loc": 0.0016234343001997331, "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": 0.5206864969804883, "total_loss": 0.05203852482077309}
{"data_time": 0.003157826140522957, "eta_seconds": 1268.411713231355, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.322365165759525, "fast_rcnn/fg_cls_accuracy": 0.666156670746634, "iteration": 9519, "loss_box_reg": 0.00825673239887692, "loss_cls": 0.04213642416289076, "loss_rpn_cls": 0.0005076903406688871, "loss_rpn_loc": 0.0011729026227840222, "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": 0.5095702614635229, "total_loss": 0.05203298206662055}
{"data_time": 0.0030479151755571365, "eta_seconds": 1257.0095758708194, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.23615384615384616, "fast_rcnn/fg_cls_accuracy": 0.7004255319148935, "iteration": 9539, "loss_box_reg": 0.00815425522159785, "loss_cls": 0.04128778772428632, "loss_rpn_cls": 0.0011456136946250695, "loss_rpn_loc": 0.0010470267116033938, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5057726539671421, "total_loss": 0.05164913381884162}
{"data_time": 0.003249267116189003, "eta_seconds": 1246.794138439931, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.20013297872340424, "fast_rcnn/fg_cls_accuracy": 0.7998670212765957, "iteration": 9559, "loss_box_reg": 0.00819329364458099, "loss_cls": 0.04092774537275545, "loss_rpn_cls": 0.0011360346045847791, "loss_rpn_loc": 0.0010197337178396992, "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": 0.5284449998289347, "total_loss": 0.05112724856076056}
{"data_time": 0.003210929222404957, "eta_seconds": 1235.9992664633319, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2193877551020408, "fast_rcnn/fg_cls_accuracy": 0.7806122448979591, "iteration": 9579, "loss_box_reg": 0.008436958160018548, "loss_cls": 0.044243864133022726, "loss_rpn_cls": 0.0007988564252627839, "loss_rpn_loc": 0.0012074554033461027, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.493649217300117, "total_loss": 0.05483396474392066}
{"data_time": 0.0032999394461512566, "eta_seconds": 1226.0042724926025, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.23380566801619435, "fast_rcnn/fg_cls_accuracy": 0.7661943319838057, "iteration": 9599, "loss_box_reg": 0.008315801853314042, "loss_cls": 0.03825164760928601, "loss_rpn_cls": 0.0008059730282639066, "loss_rpn_loc": 0.0011606568023125874, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5302569437772036, "total_loss": 0.049711022598387444}
{"data_time": 0.0031931307166814804, "eta_seconds": 1215.1062052780762, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1534090909090909, "fast_rcnn/fg_cls_accuracy": 0.8465909090909092, "iteration": 9619, "loss_box_reg": 0.00835390796419233, "loss_cls": 0.04235852707643062, "loss_rpn_cls": 0.0008606460409499306, "loss_rpn_loc": 0.0010401111303508515, "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": 0.5070176525041461, "total_loss": 0.052220243121013254}
{"data_time": 0.002918724901974201, "eta_seconds": 1204.2240759450942, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36273209549071617, "fast_rcnn/fg_cls_accuracy": 0.6158119658119658, "iteration": 9639, "loss_box_reg": 0.007623290148330852, "loss_cls": 0.04058360029011965, "loss_rpn_cls": 0.00034297919728487614, "loss_rpn_loc": 0.0011962015269091353, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5029767211526632, "total_loss": 0.05080524455581781}
{"data_time": 0.003300771117210388, "eta_seconds": 1194.4501875685528, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.19337606837606838, "fast_rcnn/fg_cls_accuracy": 0.7902097902097902, "iteration": 9659, "loss_box_reg": 0.008279984758701175, "loss_cls": 0.04270114132668823, "loss_rpn_cls": 0.000573339010344398, "loss_rpn_loc": 0.001138014908065088, "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": 0.5099170953035355, "total_loss": 0.053669749531280786}
{"data_time": 0.0032589947804808617, "eta_seconds": 1183.3248737482354, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.265, "fast_rcnn/fg_cls_accuracy": 0.735, "iteration": 9679, "loss_box_reg": 0.008161519974237308, "loss_cls": 0.043553549476200715, "loss_rpn_cls": 0.0009056227655932503, "loss_rpn_loc": 0.0011645663525996497, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4949890086427331, "total_loss": 0.054132114463648406}
{"data_time": 0.0032439706847071648, "eta_seconds": 1174.2794533157721, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2236111111111111, "fast_rcnn/fg_cls_accuracy": 0.7592948717948718, "iteration": 9699, "loss_box_reg": 0.007556520926300436, "loss_cls": 0.04206492379307747, "loss_rpn_cls": 0.0011958151622621926, "loss_rpn_loc": 0.0013042831087659579, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5206914618611336, "total_loss": 0.05352342454497716}
{"data_time": 0.003160933032631874, "eta_seconds": 1163.8363425219432, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2863945578231293, "fast_rcnn/fg_cls_accuracy": 0.7136054421768707, "iteration": 9719, "loss_box_reg": 0.007848163586459123, "loss_cls": 0.04016548878280446, "loss_rpn_cls": 0.000614828150332869, "loss_rpn_loc": 0.0011529689290910028, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5003975611180067, "total_loss": 0.05078239832407405}
{"data_time": 0.0030207550153136253, "eta_seconds": 1153.6317275064066, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2698412698412699, "fast_rcnn/fg_cls_accuracy": 0.7033816425120774, "iteration": 9739, "loss_box_reg": 0.0077858330914750695, "loss_cls": 0.04068093348178081, "loss_rpn_cls": 0.0008380803219552035, "loss_rpn_loc": 0.0011783948066295125, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5179801899939775, "total_loss": 0.053303867836120844}
{"data_time": 0.003032092936336994, "eta_seconds": 1143.2911132788286, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.14787581699346405, "fast_rcnn/fg_cls_accuracy": 0.852124183006536, "iteration": 9759, "loss_box_reg": 0.008098707010503858, "loss_cls": 0.041315423586638644, "loss_rpn_cls": 0.0006904540620666921, "loss_rpn_loc": 0.0014066721578274155, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5225761476904154, "total_loss": 0.05094759956739381}
{"data_time": 0.0030055297538638115, "eta_seconds": 1133.0877120001242, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2347560975609756, "fast_rcnn/fg_cls_accuracy": 0.7652439024390244, "iteration": 9779, "loss_box_reg": 0.007684013296966441, "loss_cls": 0.04031398013466969, "loss_rpn_cls": 0.0009090339506201417, "loss_rpn_loc": 0.0012184151673864108, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5044299345463514, "total_loss": 0.05187618180474374}
{"data_time": 0.003380107693374157, "eta_seconds": 1124.6788276145235, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3207317073170732, "fast_rcnn/fg_cls_accuracy": 0.6792682926829268, "iteration": 9799, "loss_box_reg": 0.007805534987710416, "loss_cls": 0.041876850882545114, "loss_rpn_cls": 0.0006825572967841254, "loss_rpn_loc": 0.0012166849464847473, "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": 0.5229084035381675, "total_loss": 0.051554708844996355}
{"data_time": 0.0033118296414613724, "eta_seconds": 1116.2071669371799, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.28303471444568873, "fast_rcnn/fg_cls_accuracy": 0.7169652855543114, "iteration": 9819, "loss_box_reg": 0.007697206950979307, "loss_cls": 0.0416879701660946, "loss_rpn_cls": 0.0007717380107408189, "loss_rpn_loc": 0.0012158587906014873, "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": 0.5174872362986207, "total_loss": 0.051598965218204285}
{"data_time": 0.0031183091923594475, "eta_seconds": 1106.1219892073423, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.26456876456876455, "fast_rcnn/fg_cls_accuracy": 0.7303030303030302, "iteration": 9839, "loss_box_reg": 0.007713915110798553, "loss_cls": 0.04309665784239769, "loss_rpn_cls": 0.0008342344505081201, "loss_rpn_loc": 0.0013528165836760309, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5308986604213715, "total_loss": 0.053328168155019284}
{"data_time": 0.0035702772438526154, "eta_seconds": 1096.3595807347447, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2553191489361702, "fast_rcnn/fg_cls_accuracy": 0.7446808510638298, "iteration": 9859, "loss_box_reg": 0.0077644547272939235, "loss_cls": 0.03963932424085215, "loss_rpn_cls": 0.0008244601016826891, "loss_rpn_loc": 0.0011667401813610923, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5189224984496832, "total_loss": 0.0498987858767066}
{"data_time": 0.0033831875771284103, "eta_seconds": 1086.1765780532733, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3321621621621622, "fast_rcnn/fg_cls_accuracy": 0.6678378378378378, "iteration": 9879, "loss_box_reg": 0.007669567014090717, "loss_cls": 0.04424740272224881, "loss_rpn_cls": 0.000912702853099745, "loss_rpn_loc": 0.0011103324263785908, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5123822279274464, "total_loss": 0.05395318122231174}
{"data_time": 0.0031733186915516853, "eta_seconds": 1075.41059663333, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3009615384615385, "fast_rcnn/fg_cls_accuracy": 0.6990384615384615, "iteration": 9899, "loss_box_reg": 0.008037721592700109, "loss_cls": 0.04039121646201238, "loss_rpn_cls": 0.0006362033053051164, "loss_rpn_loc": 0.0011080713265982922, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.511585240252316, "total_loss": 0.05093708991182666}
{"data_time": 0.0031090397387742996, "eta_seconds": 1065.8094474747777, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18248337028824835, "fast_rcnn/fg_cls_accuracy": 0.8118881118881118, "iteration": 9919, "loss_box_reg": 0.00770243932493031, "loss_cls": 0.043548796529648826, "loss_rpn_cls": 0.0005219355334702414, "loss_rpn_loc": 0.0010920551321760286, "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": 0.5308914482593536, "total_loss": 0.05337647148971314}
{"data_time": 0.003207992762327194, "eta_seconds": 1055.1927607795224, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2250698974836906, "fast_rcnn/fg_cls_accuracy": 0.7313195548489666, "iteration": 9939, "loss_box_reg": 0.007709837518632412, "loss_cls": 0.04160279015195556, "loss_rpn_cls": 0.0010951315186247257, "loss_rpn_loc": 0.001154216637587524, "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": 0.5027129463851452, "total_loss": 0.05157536944463459}
{"data_time": 0.0030746180564165115, "eta_seconds": 1044.6992040593177, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2662218131615278, "fast_rcnn/fg_cls_accuracy": 0.7337781868384721, "iteration": 9959, "loss_box_reg": 0.007828799600247294, "loss_cls": 0.04026462996262126, "loss_rpn_cls": 0.0010153715049199263, "loss_rpn_loc": 0.0011888996596098877, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.504100383259356, "total_loss": 0.04990556442361793}
{"data_time": 0.0030845999717712402, "eta_seconds": 1034.9101880732924, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2915360501567398, "fast_rcnn/fg_cls_accuracy": 0.7084639498432602, "iteration": 9979, "loss_box_reg": 0.007559105710242875, "loss_cls": 0.04103011338156648, "loss_rpn_cls": 0.0004149648011093632, "loss_rpn_loc": 0.001267538298634463, "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": 0.5094419261440635, "total_loss": 0.05095382106992474}
{"data_time": 0.003114660270512104, "eta_seconds": 1024.4739031149074, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.23958333333333331, "fast_rcnn/fg_cls_accuracy": 0.7604166666666667, "iteration": 9999, "loss_box_reg": 0.007934281195048243, "loss_cls": 0.04206279665231705, "loss_rpn_cls": 0.0004847128875837825, "loss_rpn_loc": 0.0010370413619966712, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5083880703896284, "total_loss": 0.05072031233697771}
{"data_time": 0.003157511353492737, "eta_seconds": 1014.8260479224846, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33687943262411346, "fast_rcnn/fg_cls_accuracy": 0.6631205673758864, "iteration": 10019, "loss_box_reg": 0.00803156037000008, "loss_cls": 0.040671954047866166, "loss_rpn_cls": 0.0008879453316925634, "loss_rpn_loc": 0.001184119368190295, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5302575705572963, "total_loss": 0.05008912406822219}
{"data_time": 0.0031525269150733948, "eta_seconds": 1003.9946646718308, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.25495495495495496, "fast_rcnn/fg_cls_accuracy": 0.745045045045045, "iteration": 10039, "loss_box_reg": 0.007194567675469443, "loss_cls": 0.04138702747877687, "loss_rpn_cls": 0.0006360487385563829, "loss_rpn_loc": 0.001018882030621171, "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": 0.5011462029069662, "total_loss": 0.050067819536522506}
{"data_time": 0.0034815464168787003, "eta_seconds": 993.9352131988853, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23157894736842105, "fast_rcnn/fg_cls_accuracy": 0.7684210526315789, "iteration": 10059, "loss_box_reg": 0.007935731875477359, "loss_cls": 0.04233198266592808, "loss_rpn_cls": 0.0008092507946457772, "loss_rpn_loc": 0.0014141997362457914, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5260158032178879, "total_loss": 0.05358538139581981}
{"data_time": 0.003051268868148327, "eta_seconds": 983.5154262287542, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3020833333333333, "fast_rcnn/fg_cls_accuracy": 0.6944444444444444, "iteration": 10079, "loss_box_reg": 0.007380732771707699, "loss_cls": 0.04252332870964892, "loss_rpn_cls": 0.0010363919845417513, "loss_rpn_loc": 0.0011670796357066138, "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": 0.4988898867741227, "total_loss": 0.05357676389479593}
{"data_time": 0.003197052516043186, "eta_seconds": 973.5132837714627, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2917933130699088, "fast_rcnn/fg_cls_accuracy": 0.6869300911854104, "iteration": 10099, "loss_box_reg": 0.008007422133232467, "loss_cls": 0.04309289064258337, "loss_rpn_cls": 0.0009475422525611066, "loss_rpn_loc": 0.001180502293209429, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5067543592303991, "total_loss": 0.05423448177498358}
{"data_time": 0.003411850892007351, "eta_seconds": 963.4290662035346, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2644787644787645, "fast_rcnn/fg_cls_accuracy": 0.7355212355212355, "iteration": 10119, "loss_box_reg": 0.007772191340336576, "loss_cls": 0.04245287290541455, "loss_rpn_cls": 0.0010532104295180034, "loss_rpn_loc": 0.0011935265156353125, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5177013389766216, "total_loss": 0.05218619454774398}
{"data_time": 0.003213142044842243, "eta_seconds": 952.9693105425686, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.29742547425474253, "fast_rcnn/fg_cls_accuracy": 0.7025745257452575, "iteration": 10139, "loss_box_reg": 0.007922084216261283, "loss_cls": 0.04242831643205136, "loss_rpn_cls": 0.0008854129413151668, "loss_rpn_loc": 0.0010364243516960414, "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": 0.5087957670912147, "total_loss": 0.052033586421998734}
{"data_time": 0.0032768072560429573, "eta_seconds": 942.2057293038815, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.34555555555555556, "fast_rcnn/fg_cls_accuracy": 0.6544444444444444, "iteration": 10159, "loss_box_reg": 0.007658374117454514, "loss_cls": 0.0432412575755734, "loss_rpn_cls": 0.000648438745997737, "loss_rpn_loc": 0.0011480934881547, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5047601358965039, "total_loss": 0.05234404711461593}
{"data_time": 0.0035268645733594894, "eta_seconds": 931.9699256177992, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2180316091954023, "fast_rcnn/fg_cls_accuracy": 0.7819683908045978, "iteration": 10179, "loss_box_reg": 0.00757415551925078, "loss_cls": 0.03880148526513949, "loss_rpn_cls": 0.0011654479903029369, "loss_rpn_loc": 0.0013555890691350214, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5045195296406746, "total_loss": 0.04821567980712871}
{"data_time": 0.0032399576157331467, "eta_seconds": 921.4050215845928, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.21002906976744184, "fast_rcnn/fg_cls_accuracy": 0.7899709302325582, "iteration": 10199, "loss_box_reg": 0.00745548662962392, "loss_cls": 0.039634023123653606, "loss_rpn_cls": 0.0007645438959684725, "loss_rpn_loc": 0.000995778982542106, "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": 0.5113294133916497, "total_loss": 0.04959690108475456}
{"data_time": 0.003329749219119549, "eta_seconds": 910.064966824837, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2249747219413549, "fast_rcnn/fg_cls_accuracy": 0.7750252780586451, "iteration": 10219, "loss_box_reg": 0.007434756844304502, "loss_cls": 0.04097822282346897, "loss_rpn_cls": 0.0006140538925620831, "loss_rpn_loc": 0.0012020143694826402, "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": 0.5038051530718803, "total_loss": 0.05091271658892538}
{"data_time": 0.003350432962179184, "eta_seconds": 900.4344438230619, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.285230352303523, "fast_rcnn/fg_cls_accuracy": 0.712962962962963, "iteration": 10239, "loss_box_reg": 0.007711880985880271, "loss_cls": 0.042901040986180305, "loss_rpn_cls": 0.0005120568638972145, "loss_rpn_loc": 0.0011596376207307912, "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": 0.5097288237884641, "total_loss": 0.05295696035234698}
{"data_time": 0.002980222925543785, "eta_seconds": 891.0267108734697, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.212406015037594, "fast_rcnn/fg_cls_accuracy": 0.7712355212355213, "iteration": 10259, "loss_box_reg": 0.007926208229037002, "loss_cls": 0.04094735698890872, "loss_rpn_cls": 0.0009526962943482431, "loss_rpn_loc": 0.0012181752808828605, "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": 0.5122935604304075, "total_loss": 0.050541307771140964}
{"data_time": 0.0033954251557588577, "eta_seconds": 880.7909071873873, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.25765306122448983, "fast_rcnn/fg_cls_accuracy": 0.7423469387755102, "iteration": 10279, "loss_box_reg": 0.007474641810404137, "loss_cls": 0.039467801398131996, "loss_rpn_cls": 0.0006816352195215813, "loss_rpn_loc": 0.0012988319158466766, "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": 0.5239903489127755, "total_loss": 0.04877578898849322}
{"data_time": 0.0031340373679995537, "eta_seconds": 869.7552464185283, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.2037735849056604, "fast_rcnn/fg_cls_accuracy": 0.7962264150943397, "iteration": 10299, "loss_box_reg": 0.0077076735033188015, "loss_cls": 0.04276196824503131, "loss_rpn_cls": 0.0007819570818128341, "loss_rpn_loc": 0.0010894161878240993, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.48311915062367916, "total_loss": 0.0539638210625526}
{"data_time": 0.0033447127789258957, "eta_seconds": 859.086825848557, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.26530612244897955, "fast_rcnn/fg_cls_accuracy": 0.7346938775510203, "iteration": 10319, "loss_box_reg": 0.00783633736136835, "loss_cls": 0.03894209538702853, "loss_rpn_cls": 0.0005961781110954689, "loss_rpn_loc": 0.0011231518146814778, "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": 0.5165887689217925, "total_loss": 0.05042060565476092}
{"data_time": 0.0034138215705752373, "eta_seconds": 850.1992201758549, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3069259962049336, "fast_rcnn/fg_cls_accuracy": 0.6930740037950665, "iteration": 10339, "loss_box_reg": 0.007666554301977158, "loss_cls": 0.04155636503128335, "loss_rpn_cls": 0.0011529580277453988, "loss_rpn_loc": 0.0012334612456470495, "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": 0.5293272072449327, "total_loss": 0.05197238391554038}
{"data_time": 0.003304034471511841, "eta_seconds": 840.160757127218, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.24722222222222223, "fast_rcnn/fg_cls_accuracy": 0.7453703703703703, "iteration": 10359, "loss_box_reg": 0.007836784730898216, "loss_cls": 0.043228447961155325, "loss_rpn_cls": 0.0008077176624396998, "loss_rpn_loc": 0.0010708666395657929, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5141317015513778, "total_loss": 0.05315541393434842}
{"data_time": 0.0030992310494184494, "eta_seconds": 830.1236365037039, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3628205128205128, "fast_rcnn/fg_cls_accuracy": 0.6371794871794871, "iteration": 10379, "loss_box_reg": 0.007393097854219377, "loss_cls": 0.04019391172914766, "loss_rpn_cls": 0.001102737431466494, "loss_rpn_loc": 0.0012972547810932156, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5286318017169833, "total_loss": 0.05059094492753502}
{"data_time": 0.003320508636534214, "eta_seconds": 819.8301269095391, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.24621212121212122, "fast_rcnn/fg_cls_accuracy": 0.7343137254901961, "iteration": 10399, "loss_box_reg": 0.007919061201391742, "loss_cls": 0.039424283197149634, "loss_rpn_cls": 0.0007846441458241316, "loss_rpn_loc": 0.0011488100462884177, "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": 0.5071297073736787, "total_loss": 0.049350503238088095}
{"data_time": 0.0031352173537015915, "eta_seconds": 809.6037406157702, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2736486486486487, "fast_rcnn/fg_cls_accuracy": 0.6998361998361999, "iteration": 10419, "loss_box_reg": 0.007436742031131871, "loss_cls": 0.040936412959126756, "loss_rpn_cls": 0.0005939410375148668, "loss_rpn_loc": 0.001166940453913412, "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": 0.5204017153009772, "total_loss": 0.05018599007416924}
{"data_time": 0.003127800300717354, "eta_seconds": 798.7611146578565, "fast_rcnn/cls_accuracy": 0.98828125, "fast_rcnn/false_negative": 0.11714770797962648, "fast_rcnn/fg_cls_accuracy": 0.8828522920203735, "iteration": 10439, "loss_box_reg": 0.007934739027405158, "loss_cls": 0.03860911194351502, "loss_rpn_cls": 0.0004459391755631259, "loss_rpn_loc": 0.0010983526044583414, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5023530349135399, "total_loss": 0.04912015553986748}
{"data_time": 0.0030594095587730408, "eta_seconds": 788.3870839877054, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.29411764705882354, "fast_rcnn/fg_cls_accuracy": 0.7058823529411765, "iteration": 10459, "loss_box_reg": 0.00762843745178543, "loss_cls": 0.04360181573429145, "loss_rpn_cls": 0.0010414937976293004, "loss_rpn_loc": 0.001351630498902523, "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": 0.5036481693387032, "total_loss": 0.053425225275873345}
{"data_time": 0.003051568754017353, "eta_seconds": 777.7714728713036, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21525096525096526, "fast_rcnn/fg_cls_accuracy": 0.7825168918918919, "iteration": 10479, "loss_box_reg": 0.007314434566069394, "loss_cls": 0.04221647381200455, "loss_rpn_cls": 0.0012678650786028811, "loss_rpn_loc": 0.0010795737107400782, "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": 0.5035400819033384, "total_loss": 0.05103227208832095}
{"data_time": 0.003315911628305912, "eta_seconds": 767.0965649010614, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3164983164983165, "fast_rcnn/fg_cls_accuracy": 0.6835016835016835, "iteration": 10499, "loss_box_reg": 0.007685074408072978, "loss_cls": 0.04176435834961012, "loss_rpn_cls": 0.0005921588757189511, "loss_rpn_loc": 0.00135832880732778, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5010087303817272, "total_loss": 0.05261809830022912}
{"data_time": 0.0032351352274417877, "eta_seconds": 757.961262954399, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23702127659574468, "fast_rcnn/fg_cls_accuracy": 0.7404651162790697, "iteration": 10519, "loss_box_reg": 0.0077505863446276635, "loss_cls": 0.04081602217047475, "loss_rpn_cls": 0.001109263356546819, "loss_rpn_loc": 0.0009962402036762796, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.51677131280303, "total_loss": 0.05128855674557542}
{"data_time": 0.0032100295647978783, "eta_seconds": 747.5912802787498, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.17261904761904762, "fast_rcnn/fg_cls_accuracy": 0.8273809523809523, "iteration": 10539, "loss_box_reg": 0.00750228225660976, "loss_cls": 0.044088815280701965, "loss_rpn_cls": 0.00043080288321561966, "loss_rpn_loc": 0.000919534219065099, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5040508098900318, "total_loss": 0.05286619579942453}
{"data_time": 0.003020660951733589, "eta_seconds": 736.395897722803, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.28409090909090906, "fast_rcnn/fg_cls_accuracy": 0.7159090909090908, "iteration": 10559, "loss_box_reg": 0.007613993569975719, "loss_cls": 0.0409404247184284, "loss_rpn_cls": 0.0006001586894512911, "loss_rpn_loc": 0.0012113867414882407, "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": 0.5038816425949335, "total_loss": 0.050649736607738305}
{"data_time": 0.0031024785712361336, "eta_seconds": 726.9774896092713, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2649350649350649, "fast_rcnn/fg_cls_accuracy": 0.7003710575139146, "iteration": 10579, "loss_box_reg": 0.007740974862826988, "loss_cls": 0.04278377504670061, "loss_rpn_cls": 0.0009823034137070863, "loss_rpn_loc": 0.0014107521838013781, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5176523299887776, "total_loss": 0.05354220516085206}
{"data_time": 0.0032271575182676315, "eta_seconds": 716.2034187326208, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.20294117647058824, "fast_rcnn/fg_cls_accuracy": 0.7970588235294118, "iteration": 10599, "loss_box_reg": 0.00755232508527115, "loss_cls": 0.041181649605277926, "loss_rpn_cls": 0.0007334158210881014, "loss_rpn_loc": 0.001154410514573101, "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": 0.5076528182253242, "total_loss": 0.05125964334018818}
{"data_time": 0.00330335833132267, "eta_seconds": 706.2736660996452, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1890096618357488, "fast_rcnn/fg_cls_accuracy": 0.7832125603864735, "iteration": 10619, "loss_box_reg": 0.007373293134151027, "loss_cls": 0.0401649892446585, "loss_rpn_cls": 0.0008271777599020425, "loss_rpn_loc": 0.0012820771735277958, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5172508582472801, "total_loss": 0.049978030078136726}
{"data_time": 0.0033983951434493065, "eta_seconds": 696.406742551364, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3269817073170732, "fast_rcnn/fg_cls_accuracy": 0.6730182926829269, "iteration": 10639, "loss_box_reg": 0.00729477487038821, "loss_cls": 0.040351836796617135, "loss_rpn_cls": 0.0007943732517787794, "loss_rpn_loc": 0.0011958857621721108, "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": 0.5084892259910703, "total_loss": 0.04973251736419826}
{"data_time": 0.0031679533421993256, "eta_seconds": 686.733989235945, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.26365441906653425, "fast_rcnn/fg_cls_accuracy": 0.7363455809334657, "iteration": 10659, "loss_box_reg": 0.007605820457683876, "loss_cls": 0.043333635228918865, "loss_rpn_cls": 0.0013657738479366799, "loss_rpn_loc": 0.001082977956684772, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5169505048543215, "total_loss": 0.053728651819824336}
{"data_time": 0.0034054722636938095, "eta_seconds": 676.6344336261973, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.235, "fast_rcnn/fg_cls_accuracy": 0.7587209302325582, "iteration": 10679, "loss_box_reg": 0.007431230565998703, "loss_cls": 0.04228378046536818, "loss_rpn_cls": 0.0006820829407274687, "loss_rpn_loc": 0.0009673284803284332, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5054411226883531, "total_loss": 0.05255540148419868}
{"data_time": 0.003178895451128483, "eta_seconds": 666.2439137557521, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.19960474308300397, "fast_rcnn/fg_cls_accuracy": 0.7895256916996047, "iteration": 10699, "loss_box_reg": 0.00735536654246971, "loss_cls": 0.041439813387114555, "loss_rpn_cls": 0.0009983514121643111, "loss_rpn_loc": 0.0009403553085576277, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5208813650533557, "total_loss": 0.05144521380591982}
{"data_time": 0.0032861465588212013, "eta_seconds": 656.1458815103397, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.34949712643678166, "fast_rcnn/fg_cls_accuracy": 0.6449505649717514, "iteration": 10719, "loss_box_reg": 0.007350189465796575, "loss_cls": 0.042965945875039324, "loss_rpn_cls": 0.000846880970236441, "loss_rpn_loc": 0.0009459566208533943, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5083859097212553, "total_loss": 0.05231326216699017}
{"data_time": 0.003282703459262848, "eta_seconds": 645.3847964480519, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.237468671679198, "fast_rcnn/fg_cls_accuracy": 0.762531328320802, "iteration": 10739, "loss_box_reg": 0.007822620376828127, "loss_cls": 0.04096631650463678, "loss_rpn_cls": 0.0007455132804352615, "loss_rpn_loc": 0.001202867857500678, "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": 0.5038488050922751, "total_loss": 0.04997079957141182}
{"data_time": 0.003492380492389202, "eta_seconds": 635.3332730773836, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2222222222222222, "fast_rcnn/fg_cls_accuracy": 0.7777777777777778, "iteration": 10759, "loss_box_reg": 0.0075508820882532746, "loss_cls": 0.040404357365332544, "loss_rpn_cls": 0.0010473271923387983, "loss_rpn_loc": 0.001427106177288806, "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": 0.5146593051031232, "total_loss": 0.050412601260177325}
{"data_time": 0.0030538830906152725, "eta_seconds": 625.2945184931159, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.28888888888888886, "fast_rcnn/fg_cls_accuracy": 0.711111111111111, "iteration": 10779, "loss_box_reg": 0.007815823249984533, "loss_cls": 0.04091554743354209, "loss_rpn_cls": 0.0010676805125235944, "loss_rpn_loc": 0.0010016120031650644, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5320800738409162, "total_loss": 0.05005605027771409}
{"data_time": 0.0030733803287148476, "eta_seconds": 615.0521840378642, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3443223443223443, "fast_rcnn/fg_cls_accuracy": 0.63003663003663, "iteration": 10799, "loss_box_reg": 0.0076002563000656664, "loss_cls": 0.03968497188179754, "loss_rpn_cls": 0.0010702106414299806, "loss_rpn_loc": 0.0012634627255465603, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.518600638024509, "total_loss": 0.049584644289481616}
{"data_time": 0.0032616322860121727, "eta_seconds": 604.4135200129822, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.20714285714285713, "fast_rcnn/fg_cls_accuracy": 0.7928571428571429, "iteration": 10819, "loss_box_reg": 0.007635482616024092, "loss_cls": 0.04134042511577718, "loss_rpn_cls": 0.000908065562612137, "loss_rpn_loc": 0.0009734924205986317, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4963252320885658, "total_loss": 0.050527677058710196}
{"data_time": 0.0034073134884238243, "eta_seconds": 594.2044002190232, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.22244897959183674, "fast_rcnn/fg_cls_accuracy": 0.7489795918367347, "iteration": 10839, "loss_box_reg": 0.007394469634164125, "loss_cls": 0.04157532536191866, "loss_rpn_cls": 0.0005776984400256424, "loss_rpn_loc": 0.0012273983193153981, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5135431978851557, "total_loss": 0.049877318833267736}
{"data_time": 0.0032305531203746796, "eta_seconds": 583.6459162831306, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23790697674418604, "fast_rcnn/fg_cls_accuracy": 0.762093023255814, "iteration": 10859, "loss_box_reg": 0.007734422892099246, "loss_cls": 0.04460518551059067, "loss_rpn_cls": 0.0007562826573348502, "loss_rpn_loc": 0.0010202669127465924, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 253.25, "rpn/num_pos_anchors": 2.75, "time": 0.4999112570658326, "total_loss": 0.05401675017058949}
{"data_time": 0.0032791560515761375, "eta_seconds": 573.4154883027077, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2837528604118993, "fast_rcnn/fg_cls_accuracy": 0.7162471395881007, "iteration": 10879, "loss_box_reg": 0.007260445912834257, "loss_cls": 0.042306287097744644, "loss_rpn_cls": 0.0004933041794856763, "loss_rpn_loc": 0.0013083501835353673, "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": 0.5169627405703068, "total_loss": 0.0512266478933725}
{"data_time": 0.003069959580898285, "eta_seconds": 563.1850603222847, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.311025641025641, "fast_rcnn/fg_cls_accuracy": 0.688974358974359, "iteration": 10899, "loss_box_reg": 0.007588170119561255, "loss_cls": 0.04340904136188328, "loss_rpn_cls": 0.0009659489175604108, "loss_rpn_loc": 0.0010816761314345058, "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": 0.5110078062862158, "total_loss": 0.05373730481352368}
{"data_time": 0.003181660547852516, "eta_seconds": 552.1989504545927, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2067147613762486, "fast_rcnn/fg_cls_accuracy": 0.7932852386237514, "iteration": 10919, "loss_box_reg": 0.007454049773514271, "loss_cls": 0.04393356558284722, "loss_rpn_cls": 0.0004655017113748272, "loss_rpn_loc": 0.0009885255294648232, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.49991293251514435, "total_loss": 0.05268462554732878}
{"data_time": 0.0033967401832342148, "eta_seconds": 542.3924534441903, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.19934640522875818, "fast_rcnn/fg_cls_accuracy": 0.77046783625731, "iteration": 10939, "loss_box_reg": 0.007684065727517009, "loss_cls": 0.042028289404697716, "loss_rpn_cls": 0.0007991500485786673, "loss_rpn_loc": 0.0009441032216273015, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5300990883260965, "total_loss": 0.05121028980812525}
{"data_time": 0.003140990622341633, "eta_seconds": 532.3902146341279, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2583333333333333, "fast_rcnn/fg_cls_accuracy": 0.7305555555555556, "iteration": 10959, "loss_box_reg": 0.007674745604163036, "loss_cls": 0.041476715879980475, "loss_rpn_cls": 0.001189659258784559, "loss_rpn_loc": 0.0011368494342605118, "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": 0.5135503178462386, "total_loss": 0.051722042269148005}
{"data_time": 0.003171449527144432, "eta_seconds": 521.9441045867279, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6785714285714286, "iteration": 10979, "loss_box_reg": 0.007369602710241452, "loss_cls": 0.04202503032865934, "loss_rpn_cls": 0.0005530419442578705, "loss_rpn_loc": 0.0010170161767746322, "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": 0.499127465300262, "total_loss": 0.051417665113092426}
{"data_time": 0.003336816094815731, "eta_seconds": 511.7199301579967, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.28239202657807305, "fast_rcnn/fg_cls_accuracy": 0.717607973421927, "iteration": 10999, "loss_box_reg": 0.007302247220650315, "loss_cls": 0.03981949025182985, "loss_rpn_cls": 0.0010371068120775817, "loss_rpn_loc": 0.001172236483398592, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5110051846131682, "total_loss": 0.04861533284105235}
{"data_time": 0.0032667554914951324, "eta_seconds": 501.33219905756414, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.14177577741407527, "fast_rcnn/fg_cls_accuracy": 0.8475859247135843, "iteration": 11019, "loss_box_reg": 0.007316150848055258, "loss_cls": 0.04161356401164085, "loss_rpn_cls": 0.0007131328704588213, "loss_rpn_loc": 0.0010952143766189693, "lr": 0.0001, "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": 0.5200642421841621, "total_loss": 0.050951349620504516}
{"data_time": 0.0031734472140669823, "eta_seconds": 491.73347341362387, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.28720238095238093, "fast_rcnn/fg_cls_accuracy": 0.7127976190476191, "iteration": 11039, "loss_box_reg": 0.007274743868038058, "loss_cls": 0.04180041013751179, "loss_rpn_cls": 0.0008003739493460671, "loss_rpn_loc": 0.0012928373325848952, "lr": 0.0001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5170751987025142, "total_loss": 0.051691249938912165}
{"data_time": 0.00316567812114954, "eta_seconds": 481.3416364789009, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2118768328445748, "fast_rcnn/fg_cls_accuracy": 0.7760910815939279, "iteration": 11059, "loss_box_reg": 0.007211909833131358, "loss_cls": 0.04140394984278828, "loss_rpn_cls": 0.0009643315613629966, "loss_rpn_loc": 0.0010243007491226308, "lr": 0.0001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.519764275290072, "total_loss": 0.050400476294452545}
{"data_time": 0.003045465797185898, "eta_seconds": 471.37144926935434, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2142857142857143, "fast_rcnn/fg_cls_accuracy": 0.7857142857142858, "iteration": 11079, "loss_box_reg": 0.007173460486228578, "loss_cls": 0.03947488751146011, "loss_rpn_cls": 0.0007912923124422377, "loss_rpn_loc": 0.0010477782070665853, "lr": 0.0001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5320636071264744, "total_loss": 0.04795688334955628}
{"data_time": 0.003275560215115547, "eta_seconds": 460.9274616939947, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24928119608970672, "fast_rcnn/fg_cls_accuracy": 0.7167359667359667, "iteration": 11099, "loss_box_reg": 0.007298156328033656, "loss_cls": 0.041971675178501755, "loss_rpn_cls": 0.0008730918555102107, "loss_rpn_loc": 0.0009475534607190639, "lr": 0.0001, "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": 0.4988996582105756, "total_loss": 0.05192972998631262}
{"data_time": 0.0032334933057427406, "eta_seconds": 450.5627080621198, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3036980749746707, "fast_rcnn/fg_cls_accuracy": 0.6963019250253293, "iteration": 11119, "loss_box_reg": 0.007309008855372667, "loss_cls": 0.040780552866635844, "loss_rpn_cls": 0.0007964568688976215, "loss_rpn_loc": 0.0010955007091979496, "lr": 0.0001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5077727735042572, "total_loss": 0.05010936407074951}
{"data_time": 0.0030415523797273636, "eta_seconds": 440.419924557209, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1834050693448111, "fast_rcnn/fg_cls_accuracy": 0.816594930655189, "iteration": 11139, "loss_box_reg": 0.007038012321572751, "loss_cls": 0.041250484937336296, "loss_rpn_cls": 0.0008454701401205966, "loss_rpn_loc": 0.001132759475694911, "lr": 0.0001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5328212827444077, "total_loss": 0.0489905924708296}
{"data_time": 0.003161928616464138, "eta_seconds": 430.2330691283569, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.19924575738529227, "fast_rcnn/fg_cls_accuracy": 0.8007542426147077, "iteration": 11159, "loss_box_reg": 0.007266591390362009, "loss_cls": 0.0427092211029958, "loss_rpn_cls": 0.0006769308321281642, "loss_rpn_loc": 0.0011002260634995764, "lr": 0.0001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5146073047071695, "total_loss": 0.051878850455352676}
{"data_time": 0.0031643593683838844, "eta_seconds": 420.0969632389024, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2448504983388704, "fast_rcnn/fg_cls_accuracy": 0.7409937888198758, "iteration": 11179, "loss_box_reg": 0.007228973816381767, "loss_cls": 0.04130442749010399, "loss_rpn_cls": 0.0007189151399984439, "loss_rpn_loc": 0.0010071110573335318, "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": 0.5118398666381836, "total_loss": 0.05102204141684297}
{"data_time": 0.003158937208354473, "eta_seconds": 409.93668884877115, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3524667931688804, "fast_rcnn/fg_cls_accuracy": 0.6475332068311195, "iteration": 11199, "loss_box_reg": 0.007057540846290067, "loss_cls": 0.03793894496629946, "loss_rpn_cls": 0.0012222374766537314, "loss_rpn_loc": 0.0013168193163437536, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.51759366504848, "total_loss": 0.047213054275630384}
{"data_time": 0.003251464106142521, "eta_seconds": 399.97097962908447, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.18365384615384617, "fast_rcnn/fg_cls_accuracy": 0.8100961538461539, "iteration": 11219, "loss_box_reg": 0.007115461121429689, "loss_cls": 0.03975342615740374, "loss_rpn_cls": 0.0007914793558256861, "loss_rpn_loc": 0.0008780929092608858, "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": 0.5147547880187631, "total_loss": 0.0490109252499451}
{"data_time": 0.003199031576514244, "eta_seconds": 389.8267098348588, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.32433380084151475, "fast_rcnn/fg_cls_accuracy": 0.6756661991584852, "iteration": 11239, "loss_box_reg": 0.0069952163903508335, "loss_cls": 0.0391171210212633, "loss_rpn_cls": 0.0008311430625624894, "loss_rpn_loc": 0.0012252183278178563, "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": 0.5113709904253483, "total_loss": 0.04787326475003795}
{"data_time": 0.00324946828186512, "eta_seconds": 379.6797172995284, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1989171374764595, "fast_rcnn/fg_cls_accuracy": 0.8010828625235404, "iteration": 11259, "loss_box_reg": 0.007347018545260653, "loss_cls": 0.03977377380942926, "loss_rpn_cls": 0.0009720477467425326, "loss_rpn_loc": 0.001064488256815821, "lr": 0.0001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5178488083183765, "total_loss": 0.0486939528716519}
{"data_time": 0.0030828164890408516, "eta_seconds": 369.1126706106588, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2518518518518518, "fast_rcnn/fg_cls_accuracy": 0.7481481481481481, "iteration": 11279, "loss_box_reg": 0.007501798041630536, "loss_cls": 0.045186745934188366, "loss_rpn_cls": 0.001087229579866289, "loss_rpn_loc": 0.0012526778773462866, "lr": 0.0001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5148429879918694, "total_loss": 0.053786629847792256}
{"data_time": 0.0032285870984196663, "eta_seconds": 359.31696081906557, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4083333333333333, "fast_rcnn/fg_cls_accuracy": 0.5777777777777777, "iteration": 11299, "loss_box_reg": 0.007464589463779703, "loss_cls": 0.04238444837392308, "loss_rpn_cls": 0.0008446681568230474, "loss_rpn_loc": 0.000857552466186462, "lr": 0.0001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5192643199115992, "total_loss": 0.051469798344896844}
{"data_time": 0.0032859835773706436, "eta_seconds": 349.06540701538324, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.25735294117647056, "fast_rcnn/fg_cls_accuracy": 0.7128378378378378, "iteration": 11319, "loss_box_reg": 0.007265630716574378, "loss_cls": 0.04134942012024112, "loss_rpn_cls": 0.0008920507412426559, "loss_rpn_loc": 0.0011091932610725053, "lr": 0.0001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5159512348473072, "total_loss": 0.05017190460876009}
{"data_time": 0.0031360043212771416, "eta_seconds": 338.82874406222254, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38585607940446653, "fast_rcnn/fg_cls_accuracy": 0.6141439205955335, "iteration": 11339, "loss_box_reg": 0.006734232418239117, "loss_cls": 0.041188832285115495, "loss_rpn_cls": 0.0005644503955153368, "loss_rpn_loc": 0.0010736557887867093, "lr": 0.0001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5257355514913797, "total_loss": 0.04897141177099229}
{"data_time": 0.003082401119172573, "eta_seconds": 328.6096069114283, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.23082386363636365, "fast_rcnn/fg_cls_accuracy": 0.7312973484848485, "iteration": 11359, "loss_box_reg": 0.007054509129375219, "loss_cls": 0.03900493463152088, "loss_rpn_cls": 0.0005736215986260618, "loss_rpn_loc": 0.0009587584863766097, "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": 0.5209689866751432, "total_loss": 0.048965958259600484}
{"data_time": 0.00308279599994421, "eta_seconds": 318.3247353443876, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2129455909943715, "fast_rcnn/fg_cls_accuracy": 0.7870544090056286, "iteration": 11379, "loss_box_reg": 0.007213800126919523, "loss_cls": 0.04092351035797037, "loss_rpn_cls": 0.0006025319528362161, "loss_rpn_loc": 0.001100510589822079, "lr": 0.0001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5318650640547276, "total_loss": 0.05142245478413088}
{"data_time": 0.0033932747319340706, "eta_seconds": 308.22070153057575, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.15211810012836968, "fast_rcnn/fg_cls_accuracy": 0.8348457350272231, "iteration": 11399, "loss_box_reg": 0.007139292691135779, "loss_cls": 0.041486266505671665, "loss_rpn_cls": 0.0008608510697456495, "loss_rpn_loc": 0.0011093259909102926, "lr": 0.0001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5221890155225992, "total_loss": 0.0512404973401317}
{"data_time": 0.003245880827307701, "eta_seconds": 297.7523274580017, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.18669985775248932, "fast_rcnn/fg_cls_accuracy": 0.8096607245543416, "iteration": 11419, "loss_box_reg": 0.007322002726141363, "loss_cls": 0.040206080506322905, "loss_rpn_cls": 0.0007817248494106366, "loss_rpn_loc": 0.0011791422039095778, "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": 0.5081207184121013, "total_loss": 0.0499703710131314}
{"data_time": 0.003323580138385296, "eta_seconds": 287.30309804342687, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.27976190476190477, "fast_rcnn/fg_cls_accuracy": 0.6913919413919414, "iteration": 11439, "loss_box_reg": 0.00705894612474367, "loss_cls": 0.040995361778186634, "loss_rpn_cls": 0.0013162705151543719, "loss_rpn_loc": 0.0010693199783418095, "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": 0.49641045555472374, "total_loss": 0.05159161214942287}
{"data_time": 0.003116072155535221, "eta_seconds": 277.20206080842763, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.20606060606060606, "fast_rcnn/fg_cls_accuracy": 0.793939393939394, "iteration": 11459, "loss_box_reg": 0.006833015562733635, "loss_cls": 0.04006429814035073, "loss_rpn_cls": 0.0006365572403410624, "loss_rpn_loc": 0.001493448275141418, "lr": 0.0001, "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": 0.5128236254677176, "total_loss": 0.050114070567701674}
{"data_time": 0.0031817136332392693, "eta_seconds": 266.9800932863727, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27698863636363635, "fast_rcnn/fg_cls_accuracy": 0.7230113636363636, "iteration": 11479, "loss_box_reg": 0.007160149922128767, "loss_cls": 0.039929709426360205, "loss_rpn_cls": 0.0006744429445006972, "loss_rpn_loc": 0.0012774611550412374, "lr": 0.0001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5044623408466578, "total_loss": 0.049124148262819745}
{"data_time": 0.0032104449346661568, "eta_seconds": 256.8115114476532, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.19277885235332043, "fast_rcnn/fg_cls_accuracy": 0.746615087040619, "iteration": 11499, "loss_box_reg": 0.007094251792295836, "loss_cls": 0.0452569980698172, "loss_rpn_cls": 0.0006786481075096162, "loss_rpn_loc": 0.0011361180913809221, "lr": 0.0001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5206657778471708, "total_loss": 0.05428091149175884}
{"data_time": 0.003083175979554653, "eta_seconds": 246.47270411998034, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.29237891737891736, "fast_rcnn/fg_cls_accuracy": 0.7076210826210827, "iteration": 11519, "loss_box_reg": 0.006799140479415655, "loss_cls": 0.04061018335050903, "loss_rpn_cls": 0.0005272006226277881, "loss_rpn_loc": 0.0010756006267911289, "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": 0.5054977769032121, "total_loss": 0.05046707412574847}
{"data_time": 0.0031108716502785683, "eta_seconds": 236.29767545871437, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2761627906976744, "fast_rcnn/fg_cls_accuracy": 0.7211538461538461, "iteration": 11539, "loss_box_reg": 0.006932018790394068, "loss_cls": 0.04082138018566184, "loss_rpn_cls": 0.0005268487121270482, "loss_rpn_loc": 0.0009377942151331808, "lr": 0.0001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5119522344321012, "total_loss": 0.050068616710518654}
{"data_time": 0.003091253340244293, "eta_seconds": 226.017559658736, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.25595238095238093, "fast_rcnn/fg_cls_accuracy": 0.7357142857142858, "iteration": 11559, "loss_box_reg": 0.007240651320898905, "loss_cls": 0.03971429742523469, "loss_rpn_cls": 0.0012030581736865997, "loss_rpn_loc": 0.001225764317496214, "lr": 0.0001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5075112488120794, "total_loss": 0.04868660050394169}
{"data_time": 0.0032551828771829605, "eta_seconds": 215.65971726737916, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2663043478260869, "fast_rcnn/fg_cls_accuracy": 0.7336956521739131, "iteration": 11579, "loss_box_reg": 0.006973937357543036, "loss_cls": 0.03978408724651672, "loss_rpn_cls": 0.0010653905640376493, "loss_rpn_loc": 0.001208450528793037, "lr": 0.0001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4978295573964715, "total_loss": 0.04853472643597545}
{"data_time": 0.0030571967363357544, "eta_seconds": 205.51710073277354, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3157894736842105, "fast_rcnn/fg_cls_accuracy": 0.6635338345864662, "iteration": 11599, "loss_box_reg": 0.007493301760405302, "loss_cls": 0.04108394822105765, "loss_rpn_cls": 0.000876121126026419, "loss_rpn_loc": 0.0012667909068113659, "lr": 0.0001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5306350626051426, "total_loss": 0.05012279297778832}
{"data_time": 0.0031272927299141884, "eta_seconds": 195.2997721787542, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.42669362992922144, "fast_rcnn/fg_cls_accuracy": 0.5733063700707786, "iteration": 11619, "loss_box_reg": 0.006941879430087283, "loss_cls": 0.04241400366299786, "loss_rpn_cls": 0.0007037155073987833, "loss_rpn_loc": 0.0010510774918657262, "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": 0.519789676181972, "total_loss": 0.05132993801612429}
{"data_time": 0.0032244203612208366, "eta_seconds": 185.04004520736635, "fast_rcnn/cls_accuracy": 0.98876953125, "fast_rcnn/false_negative": 0.14306526806526806, "fast_rcnn/fg_cls_accuracy": 0.856934731934732, "iteration": 11639, "loss_box_reg": 0.006805851706303656, "loss_cls": 0.03779187650070526, "loss_rpn_cls": 0.0010321592970967686, "loss_rpn_loc": 0.0010371636562922504, "lr": 0.0001, "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": 0.5091159036383033, "total_loss": 0.047696301209498415}
{"data_time": 0.0031555816531181335, "eta_seconds": 174.73428712040186, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.23333333333333334, "fast_rcnn/fg_cls_accuracy": 0.7468253968253968, "iteration": 11659, "loss_box_reg": 0.007150626217480749, "loss_cls": 0.04354295591474511, "loss_rpn_cls": 0.0009397240546302754, "loss_rpn_loc": 0.0012320184032432735, "lr": 0.0001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.507898012176156, "total_loss": 0.05146637647823127}
{"data_time": 0.0030892295762896538, "eta_seconds": 164.53699310682714, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23056478405315614, "fast_rcnn/fg_cls_accuracy": 0.7694352159468438, "iteration": 11679, "loss_box_reg": 0.006855030631413683, "loss_cls": 0.04038786533055827, "loss_rpn_cls": 0.000551854183015621, "loss_rpn_loc": 0.0010002279195759911, "lr": 0.0001, "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": 0.5121602388098836, "total_loss": 0.04976400732317643}
{"data_time": 0.00308857299387455, "eta_seconds": 154.29194599948823, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 11699, "loss_box_reg": 0.00722856487846002, "loss_cls": 0.040032913588220254, "loss_rpn_cls": 0.000658431892787803, "loss_rpn_loc": 0.0011066091692555347, "lr": 0.0001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5243763942271471, "total_loss": 0.049675084651426005}
{"data_time": 0.0031767375767230988, "eta_seconds": 144.02138246782124, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.32996515679442506, "fast_rcnn/fg_cls_accuracy": 0.6700348432055749, "iteration": 11719, "loss_box_reg": 0.007048350787954405, "loss_cls": 0.04066112943110056, "loss_rpn_cls": 0.0009012005883377583, "loss_rpn_loc": 0.0011353920781402849, "lr": 0.0001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4989717183634639, "total_loss": 0.05010420295161566}
{"data_time": 0.003236125223338604, "eta_seconds": 133.77075026370585, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2922779922779923, "fast_rcnn/fg_cls_accuracy": 0.625096525096525, "iteration": 11739, "loss_box_reg": 0.006774757013772614, "loss_cls": 0.04343401049845852, "loss_rpn_cls": 0.0012794775875590858, "loss_rpn_loc": 0.000952195076024509, "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": 0.5079805823042989, "total_loss": 0.052587962171003255}
{"data_time": 0.003293483518064022, "eta_seconds": 123.49256069213152, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.14694148936170212, "fast_rcnn/fg_cls_accuracy": 0.8530585106382979, "iteration": 11759, "loss_box_reg": 0.007195713260443881, "loss_cls": 0.04071784790721722, "loss_rpn_cls": 0.0005252641358310939, "loss_rpn_loc": 0.0010006511492974823, "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": 0.5126607259735465, "total_loss": 0.049987963985358874}
{"data_time": 0.003280745819211006, "eta_seconds": 113.09413329232484, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.21613907628437987, "fast_rcnn/fg_cls_accuracy": 0.7838609237156202, "iteration": 11779, "loss_box_reg": 0.006991270754951984, "loss_cls": 0.040548142103943974, "loss_rpn_cls": 0.0008263911474148955, "loss_rpn_loc": 0.0010353299621783663, "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": 0.5034737829118967, "total_loss": 0.04965147358586819}
{"data_time": 0.0034428806975483894, "eta_seconds": 102.85937009844929, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2203530060672918, "fast_rcnn/fg_cls_accuracy": 0.7714760322733745, "iteration": 11799, "loss_box_reg": 0.006855447747511789, "loss_cls": 0.04018967173760757, "loss_rpn_cls": 0.001064454884499355, "loss_rpn_loc": 0.0009849357684288407, "lr": 0.0001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5166280288249254, "total_loss": 0.048111642104203156}
{"data_time": 0.003072272054851055, "eta_seconds": 92.67735445685685, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3096852300242131, "fast_rcnn/fg_cls_accuracy": 0.690314769975787, "iteration": 11819, "loss_box_reg": 0.007391380029730499, "loss_cls": 0.04101224662736058, "loss_rpn_cls": 0.0011547397818674199, "loss_rpn_loc": 0.001121902070735814, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5069671552628279, "total_loss": 0.05048011419739851}
{"data_time": 0.0031903041526675224, "eta_seconds": 82.41538933850825, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2628205128205128, "fast_rcnn/fg_cls_accuracy": 0.7371794871794872, "iteration": 11839, "loss_box_reg": 0.006845413940027356, "loss_cls": 0.037842300545889884, "loss_rpn_cls": 0.0007745161788079713, "loss_rpn_loc": 0.001030328949127579, "lr": 0.0001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5272651677951217, "total_loss": 0.04706510041486922}
{"data_time": 0.0032095666974782944, "eta_seconds": 72.2764350688085, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2482051282051282, "fast_rcnn/fg_cls_accuracy": 0.7517948717948718, "iteration": 11859, "loss_box_reg": 0.007100802147760987, "loss_cls": 0.03986466454807669, "loss_rpn_cls": 0.0008141105399772641, "loss_rpn_loc": 0.0010692747891880572, "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": 0.5231065321713686, "total_loss": 0.0480474815267371}
{"data_time": 0.003365672193467617, "eta_seconds": 62.024458463303745, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.31843317972350227, "fast_rcnn/fg_cls_accuracy": 0.6672811059907834, "iteration": 11879, "loss_box_reg": 0.006984019390074536, "loss_cls": 0.04262928542448208, "loss_rpn_cls": 0.0011089839289013526, "loss_rpn_loc": 0.0011069818119722186, "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": 0.5129495607689023, "total_loss": 0.05249565365261333}
{"data_time": 0.0033577019348740578, "eta_seconds": 51.76569263078272, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2826923076923077, "fast_rcnn/fg_cls_accuracy": 0.7173076923076923, "iteration": 11899, "loss_box_reg": 0.00716306924005039, "loss_cls": 0.042417013726662844, "loss_rpn_cls": 0.0009694334820551376, "loss_rpn_loc": 0.0011364337806298863, "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": 0.4929198147729039, "total_loss": 0.05152661520377677}
{"data_time": 0.0031727971509099007, "eta_seconds": 41.52634446322918, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.21193910256410256, "fast_rcnn/fg_cls_accuracy": 0.7655677655677655, "iteration": 11919, "loss_box_reg": 0.006916300364537165, "loss_cls": 0.041130936733679846, "loss_rpn_cls": 0.0009298439532585689, "loss_rpn_loc": 0.0010350278971600346, "lr": 0.0001, "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": 0.5164163410663605, "total_loss": 0.05017406111528544}
{"data_time": 0.003210902214050293, "eta_seconds": 31.269127772189677, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2805605247465712, "fast_rcnn/fg_cls_accuracy": 0.7194394752534288, "iteration": 11939, "loss_box_reg": 0.006759935262380168, "loss_cls": 0.04033129947492853, "loss_rpn_cls": 0.0009241786319762468, "loss_rpn_loc": 0.001521299107480445, "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": 0.511626890860498, "total_loss": 0.04958161038200615}
{"data_time": 0.003269135020673275, "eta_seconds": 21.024705404415727, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.265625, "fast_rcnn/fg_cls_accuracy": 0.734375, "iteration": 11959, "loss_box_reg": 0.007009769353317097, "loss_cls": 0.040674497868167236, "loss_rpn_cls": 0.0007838533329902475, "loss_rpn_loc": 0.0010965378533001058, "lr": 0.0001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5268170554190874, "total_loss": 0.0502437820411501}
{"data_time": 0.0035296911373734474, "eta_seconds": 10.772364847362041, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.22322775263951736, "fast_rcnn/fg_cls_accuracy": 0.7767722473604827, "iteration": 11979, "loss_box_reg": 0.007030467881122604, "loss_cls": 0.041904190846253186, "loss_rpn_cls": 0.0006984267516259024, "loss_rpn_loc": 0.00113378040259704, "lr": 0.0001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.51308608148247, "total_loss": 0.05124065015223778}
{"bbox/AP": 36.474299866094405, "bbox/AP50": 58.72202421522562, "bbox/AP75": 38.97607086667236, "bbox/bAP": 43.195515514846946, "bbox/bAP50": 68.73101003677913, "bbox/bAP75": 46.37192979158422, "bbox/nAP": 16.310652919836805, "bbox/nAP50": 28.695066750565115, "bbox/nAP75": 16.788494091936794, "data_time": 0.0031219813972711563, "eta_seconds": 0.5130050489678979, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.18824771287825476, "fast_rcnn/fg_cls_accuracy": 0.7918985776128633, "iteration": 11999, "loss_box_reg": 0.007113312021829188, "loss_cls": 0.03966472309548408, "loss_rpn_cls": 0.000974313514007008, "loss_rpn_loc": 0.001525794390545343, "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": 0.5141567317768931, "total_loss": 0.05024560169658798}
