NSAQA / output /metrics.json
laurenok24's picture
Upload 1267 files
cbf4adf verified
raw
history blame
138 kB
{"iteration": 0, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0}
{"iteration": 0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0}
{"iteration": 0, "rpn/num_neg_anchors": 253.5, "rpn/num_pos_anchors": 2.5}
{"data_time": 0.003347050000229501, "eta_seconds": 119.89520367984369, "fast_rcnn/cls_accuracy": 0.794921875, "fast_rcnn/false_negative": 0.9312354312354313, "fast_rcnn/fg_cls_accuracy": 0.06876456876456877, "iteration": 19, "loss_box_reg": 0.3976564109325409, "loss_cls": 0.6182320415973663, "loss_mask": 0.6920396685600281, "loss_rpn_cls": 0.02201566006988287, "loss_rpn_loc": 0.011479130014777184, "lr": 1.60675e-05, "mask_rcnn/accuracy": 0.5420918367346939, "mask_rcnn/false_negative": 0.9859243925720267, "mask_rcnn/false_positive": 0.0009387882377535956, "rank_data_time": 0.003347050000229501, "roi_head/num_bg_samples": 114.75, "roi_head/num_fg_samples": 13.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.42819715599944175, "total_loss": 1.7316851848736405}
{"data_time": 0.003439695499764639, "eta_seconds": 116.06090053974185, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 39, "loss_box_reg": 0.3595578372478485, "loss_cls": 0.4296393245458603, "loss_mask": 0.6805396974086761, "loss_rpn_cls": 0.016523033380508423, "loss_rpn_loc": 0.011490264441817999, "lr": 3.2717500000000007e-05, "mask_rcnn/accuracy": 0.7289354338226519, "mask_rcnn/false_negative": 0.01613394061385582, "mask_rcnn/false_positive": 0.5988330626049769, "rank_data_time": 0.003439695499764639, "roi_head/num_bg_samples": 116.0, "roi_head/num_fg_samples": 12.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4512994130000152, "total_loss": 1.5352621339261532}
{"data_time": 0.0036325524997664616, "eta_seconds": 107.39953895979852, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.363165944814682, "loss_cls": 0.3122181296348572, "loss_mask": 0.6578492224216461, "loss_rpn_cls": 0.017912824638187885, "loss_rpn_loc": 0.009684620425105095, "lr": 4.93675e-05, "mask_rcnn/accuracy": 0.668967587034814, "mask_rcnn/false_negative": 0.0048787095595677135, "mask_rcnn/false_positive": 0.7817628218979433, "rank_data_time": 0.0036325524997664616, "roi_head/num_bg_samples": 116.5, "roi_head/num_fg_samples": 11.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.44902692649975506, "total_loss": 1.3463612655177712}
{"data_time": 0.0036776900005861535, "eta_seconds": 98.49327279007412, "fast_rcnn/cls_accuracy": 0.875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.4962400197982788, "loss_cls": 0.30068887770175934, "loss_mask": 0.6154197752475739, "loss_rpn_cls": 0.005615630419924855, "loss_rpn_loc": 0.005991315469145775, "lr": 6.60175e-05, "mask_rcnn/accuracy": 0.6805175939423388, "mask_rcnn/false_negative": 0.007148786814992921, "mask_rcnn/false_positive": 0.6856142018478119, "rank_data_time": 0.0036776900005861535, "roi_head/num_bg_samples": 112.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.4548369920003097, "total_loss": 1.4197148111998104}
{"data_time": 0.0035912805005864357, "eta_seconds": 90.11182800004462, "fast_rcnn/cls_accuracy": 0.865234375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.5174989104270935, "loss_cls": 0.2772901803255081, "loss_mask": 0.5726246237754822, "loss_rpn_cls": 0.004907538183033466, "loss_rpn_loc": 0.005477851955220103, "lr": 8.266750000000001e-05, "mask_rcnn/accuracy": 0.7410591640502355, "mask_rcnn/false_negative": 0.017239923447652353, "mask_rcnn/false_positive": 0.5455691186821849, "rank_data_time": 0.0035912805005864357, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4635604750001221, "total_loss": 1.3419891613302752}
{"data_time": 0.0033607454997763853, "eta_seconds": 81.33666102006828, "fast_rcnn/cls_accuracy": 0.86328125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.573118656873703, "loss_cls": 0.2464601695537567, "loss_mask": 0.4736746847629547, "loss_rpn_cls": 0.0028060718905180693, "loss_rpn_loc": 0.005798727972432971, "lr": 9.93175e-05, "mask_rcnn/accuracy": 0.8565399270574197, "mask_rcnn/false_negative": 0.08957240013337296, "mask_rcnn/false_positive": 0.19943562367582096, "rank_data_time": 0.0033607454997763853, "roi_head/num_bg_samples": 109.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4668082605003292, "total_loss": 1.3197572890057927}
{"data_time": 0.003252351999435632, "eta_seconds": 72.60719647994847, "fast_rcnn/cls_accuracy": 0.892578125, "fast_rcnn/false_negative": 0.7063269876819709, "fast_rcnn/fg_cls_accuracy": 0.2936730123180291, "iteration": 139, "loss_box_reg": 0.6001442968845367, "loss_cls": 0.20832262188196182, "loss_mask": 0.37373578548431396, "loss_rpn_cls": 0.0006751144101144746, "loss_rpn_loc": 0.004122760146856308, "lr": 0.0001159675, "mask_rcnn/accuracy": 0.872397351797862, "mask_rcnn/false_negative": 0.07407755075164044, "mask_rcnn/false_positive": 0.17519005050182396, "rank_data_time": 0.003252351999435632, "roi_head/num_bg_samples": 108.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4729796940000597, "total_loss": 1.194193843559333}
{"data_time": 0.0032867020008779946, "eta_seconds": 63.79624642991985, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.34122889305816134, "fast_rcnn/fg_cls_accuracy": 0.6587711069418387, "iteration": 159, "loss_box_reg": 0.5373640060424805, "loss_cls": 0.16663766652345657, "loss_mask": 0.34370148181915283, "loss_rpn_cls": 0.0003760634863283485, "loss_rpn_loc": 0.0057858363725245, "lr": 0.0001326175, "mask_rcnn/accuracy": 0.8514598653226473, "mask_rcnn/false_negative": 0.10842042794601542, "mask_rcnn/false_positive": 0.1795876852314366, "rank_data_time": 0.0032867020008779946, "roi_head/num_bg_samples": 108.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.46534267049992195, "total_loss": 1.1163031528121792}
{"data_time": 0.0033640559995546937, "eta_seconds": 54.80542853983934, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.22165697674418605, "fast_rcnn/fg_cls_accuracy": 0.778343023255814, "iteration": 179, "loss_box_reg": 0.5171797573566437, "loss_cls": 0.13449746370315552, "loss_mask": 0.32127076387405396, "loss_rpn_cls": 0.0015399287804029882, "loss_rpn_loc": 0.0054312453139573336, "lr": 0.0001492675, "mask_rcnn/accuracy": 0.8552864100185529, "mask_rcnn/false_negative": 0.10277820755506425, "mask_rcnn/false_positive": 0.15819159895835, "rank_data_time": 0.0033640559995546937, "roi_head/num_bg_samples": 107.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.46881991000009293, "total_loss": 0.9743048008531332}
{"data_time": 0.0033210764995601494, "eta_seconds": 45.70563349998338, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.06386392811296535, "fast_rcnn/fg_cls_accuracy": 0.9361360718870346, "iteration": 199, "loss_box_reg": 0.5023124665021896, "loss_cls": 0.1317506730556488, "loss_mask": 0.2937333732843399, "loss_rpn_cls": 0.00021520585141843185, "loss_rpn_loc": 0.006971338298171759, "lr": 0.0001659175, "mask_rcnn/accuracy": 0.8757870169344333, "mask_rcnn/false_negative": 0.11628030130623587, "mask_rcnn/false_positive": 0.10276517302523501, "rank_data_time": 0.0033210764995601494, "roi_head/num_bg_samples": 106.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.47412538600019616, "total_loss": 0.954437258688813}
{"data_time": 0.003586061999158119, "eta_seconds": 36.78700368000136, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.07414965986394557, "fast_rcnn/fg_cls_accuracy": 0.9258503401360545, "iteration": 219, "loss_box_reg": 0.4697289913892746, "loss_cls": 0.11078419536352158, "loss_mask": 0.3233040124177933, "loss_rpn_cls": 0.0007555187621619552, "loss_rpn_loc": 0.005363210802897811, "lr": 0.0001825675, "mask_rcnn/accuracy": 0.8498715871483729, "mask_rcnn/false_negative": 0.10245899249208876, "mask_rcnn/false_positive": 0.12972620181043587, "rank_data_time": 0.003586061999158119, "roi_head/num_bg_samples": 107.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.48149002799982554, "total_loss": 0.9169565953488927}
{"data_time": 0.003634865000094578, "eta_seconds": 27.653290500002186, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.08709273182957393, "fast_rcnn/fg_cls_accuracy": 0.912907268170426, "iteration": 239, "loss_box_reg": 0.3866461515426636, "loss_cls": 0.11898571625351906, "loss_mask": 0.29828743636608124, "loss_rpn_cls": 0.00048109894851222634, "loss_rpn_loc": 0.006000467808917165, "lr": 0.0001992175, "mask_rcnn/accuracy": 0.8731231778425657, "mask_rcnn/false_negative": 0.10194423565533538, "mask_rcnn/false_positive": 0.14794550025199724, "rank_data_time": 0.003634865000094578, "roi_head/num_bg_samples": 107.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4809756759996162, "total_loss": 0.806625142624398}
{"data_time": 0.00362910700005159, "eta_seconds": 18.52687391998188, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.04957160342717258, "fast_rcnn/fg_cls_accuracy": 0.9504283965728274, "iteration": 259, "loss_box_reg": 0.38030906021595, "loss_cls": 0.07974189147353172, "loss_mask": 0.2605198919773102, "loss_rpn_cls": 0.00014667570212623104, "loss_rpn_loc": 0.007976053049787879, "lr": 0.0002158675, "mask_rcnn/accuracy": 0.8803746848389705, "mask_rcnn/false_negative": 0.1146360708220013, "mask_rcnn/false_positive": 0.10912794638241893, "rank_data_time": 0.00362910700005159, "roi_head/num_bg_samples": 105.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.47181758449914923, "total_loss": 0.7636477863125037}
{"data_time": 0.0037508894993152353, "eta_seconds": 9.293480739997904, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.050793650793650794, "fast_rcnn/fg_cls_accuracy": 0.9492063492063492, "iteration": 279, "loss_box_reg": 0.35991518199443817, "loss_cls": 0.08941162005066872, "loss_mask": 0.2679823338985443, "loss_rpn_cls": 0.00034806803159881383, "loss_rpn_loc": 0.0064612445421516895, "lr": 0.00023251750000000002, "mask_rcnn/accuracy": 0.8861899155266502, "mask_rcnn/false_negative": 0.12510974350693016, "mask_rcnn/false_positive": 0.11767875952961937, "rank_data_time": 0.0037508894993152353, "roi_head/num_bg_samples": 104.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4927966000004744, "total_loss": 0.7336213773087366}
{"data_time": 0.00364435350002168, "eta_seconds": 0.0, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.12824675324675325, "fast_rcnn/fg_cls_accuracy": 0.8717532467532467, "iteration": 299, "loss_box_reg": 0.3962439149618149, "loss_cls": 0.11708845943212509, "loss_mask": 0.27701663970947266, "loss_rpn_cls": 0.0005010816093999892, "loss_rpn_loc": 0.00588366249576211, "lr": 0.0002491675, "mask_rcnn/accuracy": 0.8786027568922306, "mask_rcnn/false_negative": 0.07789669931721792, "mask_rcnn/false_positive": 0.12287426895916367, "rank_data_time": 0.00364435350002168, "roi_head/num_bg_samples": 107.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4800433589989552, "total_loss": 0.7966426328912348}
{"data_time": 0.003279645000475284, "eta_seconds": 123.73010482006066, "fast_rcnn/cls_accuracy": 0.302734375, "fast_rcnn/false_negative": 0.09722222222222221, "fast_rcnn/fg_cls_accuracy": 0.9027777777777778, "iteration": 19, "loss_box_reg": 0.31263162195682526, "loss_cls": 0.7526908814907074, "loss_mask": 0.6941538751125336, "loss_rpn_cls": 0.013602784369140863, "loss_rpn_loc": 0.009413830004632473, "lr": 1.60675e-05, "mask_rcnn/accuracy": 0.3716769602577873, "mask_rcnn/false_negative": 0.32184057279164485, "mask_rcnn/false_positive": 0.9606618202761397, "rank_data_time": 0.003279645000475284, "roi_head/num_bg_samples": 117.25, "roi_head/num_fg_samples": 10.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.44189323150021664, "total_loss": 1.7874242272228003}
{"data_time": 0.0032869510005184566, "eta_seconds": 116.28495761990052, "fast_rcnn/cls_accuracy": 0.896484375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 39, "loss_box_reg": 0.4014662802219391, "loss_cls": 0.45883888006210327, "loss_mask": 0.6821457147598267, "loss_rpn_cls": 0.019576589576900005, "loss_rpn_loc": 0.011391215026378632, "lr": 3.2717500000000007e-05, "mask_rcnn/accuracy": 0.5900013851694524, "mask_rcnn/false_negative": 0.001704680046131315, "mask_rcnn/false_positive": 0.8745386687530885, "rank_data_time": 0.0032869510005184566, "roi_head/num_bg_samples": 114.75, "roi_head/num_fg_samples": 13.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.45209653950041684, "total_loss": 1.5862813210114837}
{"data_time": 0.0035007624992431374, "eta_seconds": 107.6660949599318, "fast_rcnn/cls_accuracy": 0.880859375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.4583119750022888, "loss_cls": 0.3190392702817917, "loss_mask": 0.6589336097240448, "loss_rpn_cls": 0.014519338496029377, "loss_rpn_loc": 0.010641812346875668, "lr": 4.93675e-05, "mask_rcnn/accuracy": 0.6378985969387755, "mask_rcnn/false_negative": 0.0022669947924292963, "mask_rcnn/false_positive": 0.8211862715814919, "rank_data_time": 0.0035007624992431374, "roi_head/num_bg_samples": 112.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.4548422659991047, "total_loss": 1.463114658370614}
{"data_time": 0.003497027500088734, "eta_seconds": 99.35182333983903, "fast_rcnn/cls_accuracy": 0.876953125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.5043371915817261, "loss_cls": 0.2860102504491806, "loss_mask": 0.6229886114597321, "loss_rpn_cls": 0.008807855658233166, "loss_rpn_loc": 0.008643945679068565, "lr": 6.60175e-05, "mask_rcnn/accuracy": 0.649548361011071, "mask_rcnn/false_negative": 0.005296790009439152, "mask_rcnn/false_positive": 0.7432103856423198, "rank_data_time": 0.003497027500088734, "roi_head/num_bg_samples": 112.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4641091299999971, "total_loss": 1.4025092422962189}
{"data_time": 0.00335446149983909, "eta_seconds": 90.64238970004226, "fast_rcnn/cls_accuracy": 0.86328125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.5363127887248993, "loss_cls": 0.25707411766052246, "loss_mask": 0.5634051263332367, "loss_rpn_cls": 0.00850607268512249, "loss_rpn_loc": 0.006666122004389763, "lr": 8.266750000000001e-05, "mask_rcnn/accuracy": 0.7449123446371029, "mask_rcnn/false_negative": 0.015800688062012454, "mask_rcnn/false_positive": 0.5324579170640937, "rank_data_time": 0.00335446149983909, "roi_head/num_bg_samples": 110.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.46359067849971325, "total_loss": 1.348560392332729}
{"data_time": 0.003438730998823303, "eta_seconds": 81.86061897002219, "fast_rcnn/cls_accuracy": 0.859375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.5533798933029175, "loss_cls": 0.24048756062984467, "loss_mask": 0.4969431012868881, "loss_rpn_cls": 0.002919370192103088, "loss_rpn_loc": 0.00527665507979691, "lr": 9.93175e-05, "mask_rcnn/accuracy": 0.8010477405247813, "mask_rcnn/false_negative": 0.049050383817005966, "mask_rcnn/false_positive": 0.307459282479757, "rank_data_time": 0.003438730998823303, "roi_head/num_bg_samples": 110.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.4667951284991432, "total_loss": 1.3372362937225262}
{"data_time": 0.0032963149997158325, "eta_seconds": 72.76499464001972, "fast_rcnn/cls_accuracy": 0.888671875, "fast_rcnn/false_negative": 0.7875, "fast_rcnn/fg_cls_accuracy": 0.2125, "iteration": 139, "loss_box_reg": 0.5058850944042206, "loss_cls": 0.21086706966161728, "loss_mask": 0.43886351585388184, "loss_rpn_cls": 0.0025340361753478646, "loss_rpn_loc": 0.0057839322835206985, "lr": 0.0001159675, "mask_rcnn/accuracy": 0.8230446783976748, "mask_rcnn/false_negative": 0.13123351762902954, "mask_rcnn/false_positive": 0.21295318626360166, "rank_data_time": 0.0032963149997158325, "roi_head/num_bg_samples": 110.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.45603306900102325, "total_loss": 1.1937751799032412}
{"data_time": 0.0034697319997576415, "eta_seconds": 63.944604709922714, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.41443053070960045, "fast_rcnn/fg_cls_accuracy": 0.5855694692903995, "iteration": 159, "loss_box_reg": 0.545477032661438, "loss_cls": 0.18455497920513153, "loss_mask": 0.3427950590848923, "loss_rpn_cls": 0.006062735337764025, "loss_rpn_loc": 0.005667357239872217, "lr": 0.0001326175, "mask_rcnn/accuracy": 0.8608927052964044, "mask_rcnn/false_negative": 0.09749095686595687, "mask_rcnn/false_positive": 0.15443692329049824, "rank_data_time": 0.0034697319997576415, "roi_head/num_bg_samples": 108.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.47440342949994374, "total_loss": 1.0874330617953092}
{"data_time": 0.0036941384996680426, "eta_seconds": 55.14228359996196, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.1809090909090909, "fast_rcnn/fg_cls_accuracy": 0.8190909090909091, "iteration": 179, "loss_box_reg": 0.5678209364414215, "loss_cls": 0.15821336209774017, "loss_mask": 0.3277929276227951, "loss_rpn_cls": 0.0008846354903653264, "loss_rpn_loc": 0.006849947851151228, "lr": 0.0001492675, "mask_rcnn/accuracy": 0.8667240151874703, "mask_rcnn/false_negative": 0.10376634327430717, "mask_rcnn/false_positive": 0.14623109604873624, "rank_data_time": 0.0036941384996680426, "roi_head/num_bg_samples": 106.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.4694397539997226, "total_loss": 1.0478720108731068}
{"data_time": 0.0034623580004335963, "eta_seconds": 46.166777200051, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.06798245614035087, "fast_rcnn/fg_cls_accuracy": 0.9320175438596491, "iteration": 199, "loss_box_reg": 0.5385968089103699, "loss_cls": 0.14901195466518402, "loss_mask": 0.3079459071159363, "loss_rpn_cls": 0.0002727281898842193, "loss_rpn_loc": 0.005225928500294685, "lr": 0.0001659175, "mask_rcnn/accuracy": 0.8675416643622218, "mask_rcnn/false_negative": 0.10950312954639146, "mask_rcnn/false_positive": 0.16284434200523712, "rank_data_time": 0.0034623580004335963, "roi_head/num_bg_samples": 107.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4748004070006573, "total_loss": 1.0230430249812343}
{"data_time": 0.003652295500614855, "eta_seconds": 36.961875400011195, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.09133367929423974, "fast_rcnn/fg_cls_accuracy": 0.9086663207057603, "iteration": 219, "loss_box_reg": 0.48554207384586334, "loss_cls": 0.11538204178214073, "loss_mask": 0.284881591796875, "loss_rpn_cls": 0.0005417386564658955, "loss_rpn_loc": 0.005756452679634094, "lr": 0.0001825675, "mask_rcnn/accuracy": 0.8796364795918368, "mask_rcnn/false_negative": 0.09862536048238105, "mask_rcnn/false_positive": 0.12268035722470627, "rank_data_time": 0.003652295500614855, "roi_head/num_bg_samples": 104.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.4842785860009826, "total_loss": 0.8857267711427994}
{"data_time": 0.003673229000014544, "eta_seconds": 27.75596856004995, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.10070850202429149, "fast_rcnn/fg_cls_accuracy": 0.8992914979757085, "iteration": 239, "loss_box_reg": 0.4513518512248993, "loss_cls": 0.11378977820277214, "loss_mask": 0.32710133492946625, "loss_rpn_cls": 0.0007222879503387958, "loss_rpn_loc": 0.005968916928395629, "lr": 0.0001992175, "mask_rcnn/accuracy": 0.8539327214139244, "mask_rcnn/false_negative": 0.11528681235899044, "mask_rcnn/false_positive": 0.11763351126496258, "rank_data_time": 0.003673229000014544, "roi_head/num_bg_samples": 103.0, "roi_head/num_fg_samples": 25.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4750356964996172, "total_loss": 0.885813539098308}
{"data_time": 0.0036901020002915175, "eta_seconds": 18.53754391999246, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.06302521008403361, "fast_rcnn/fg_cls_accuracy": 0.9369747899159664, "iteration": 259, "loss_box_reg": 0.36210474371910095, "loss_cls": 0.10370095446705818, "loss_mask": 0.27345895767211914, "loss_rpn_cls": 0.0009964530181605369, "loss_rpn_loc": 0.00529963499866426, "lr": 0.0002158675, "mask_rcnn/accuracy": 0.8855709426627794, "mask_rcnn/false_negative": 0.10255184063434025, "mask_rcnn/false_positive": 0.14095603356401865, "rank_data_time": 0.0036901020002915175, "roi_head/num_bg_samples": 105.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4809812884996063, "total_loss": 0.7300602848226845}
{"data_time": 0.0037245214998620213, "eta_seconds": 9.304140779986483, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.056673728813559324, "fast_rcnn/fg_cls_accuracy": 0.9433262711864407, "iteration": 279, "loss_box_reg": 0.3641667068004608, "loss_cls": 0.09591380134224892, "loss_mask": 0.2677216976881027, "loss_rpn_cls": 0.00012036371845169924, "loss_rpn_loc": 0.006797147914767265, "lr": 0.00023251750000000002, "mask_rcnn/accuracy": 0.8887706043956044, "mask_rcnn/false_negative": 0.11752629604046386, "mask_rcnn/false_positive": 0.10212071890558118, "rank_data_time": 0.0037245214998620213, "roi_head/num_bg_samples": 102.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4866520675004722, "total_loss": 0.7401751455258818}
{"data_time": 0.003653451999525714, "eta_seconds": 0.0, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.05131578947368421, "fast_rcnn/fg_cls_accuracy": 0.9486842105263158, "iteration": 299, "loss_box_reg": 0.3744117021560669, "loss_cls": 0.09194017946720123, "loss_mask": 0.2945856899023056, "loss_rpn_cls": 0.00021830722835147753, "loss_rpn_loc": 0.00549510819837451, "lr": 0.0002491675, "mask_rcnn/accuracy": 0.864721312253715, "mask_rcnn/false_negative": 0.10608107684399198, "mask_rcnn/false_positive": 0.14308084031107526, "rank_data_time": 0.003653451999525714, "roi_head/num_bg_samples": 104.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.486179163000088, "total_loss": 0.7865150316865765}
{"data_time": 0.0033721289992172387, "eta_seconds": 127.73638527964067, "fast_rcnn/cls_accuracy": 0.16796875, "fast_rcnn/false_negative": 0.03290816326530612, "fast_rcnn/fg_cls_accuracy": 0.9670918367346939, "iteration": 19, "loss_box_reg": 0.36398378014564514, "loss_cls": 0.8516612946987152, "loss_mask": 0.6946240663528442, "loss_rpn_cls": 0.013074514456093311, "loss_rpn_loc": 0.01135146152228117, "lr": 1.60675e-05, "mask_rcnn/accuracy": 0.4660076530612245, "mask_rcnn/false_negative": 1.0, "mask_rcnn/false_positive": 0.0, "rank_data_time": 0.0033721289992172387, "roi_head/num_bg_samples": 115.75, "roi_head/num_fg_samples": 12.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4562013759987167, "total_loss": 1.9673951757140458}
{"data_time": 0.0034881350002251565, "eta_seconds": 119.13325060002535, "fast_rcnn/cls_accuracy": 0.89453125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 39, "loss_box_reg": 0.3513445258140564, "loss_cls": 0.4774598330259323, "loss_mask": 0.6823202669620514, "loss_rpn_cls": 0.02160326298326254, "loss_rpn_loc": 0.009616983123123646, "lr": 3.2717500000000007e-05, "mask_rcnn/accuracy": 0.7926171150278294, "mask_rcnn/false_negative": 0.056031632084278624, "mask_rcnn/false_positive": 0.3750848908166954, "rank_data_time": 0.0034881350002251565, "roi_head/num_bg_samples": 116.5, "roi_head/num_fg_samples": 11.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.45954770750086027, "total_loss": 1.5424611051566899}
{"data_time": 0.0034772420003719162, "eta_seconds": 109.47763907985063, "fast_rcnn/cls_accuracy": 0.8828125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.46822796761989594, "loss_cls": 0.3379560708999634, "loss_mask": 0.656677633523941, "loss_rpn_cls": 0.013408353552222252, "loss_rpn_loc": 0.009028958156704903, "lr": 4.93675e-05, "mask_rcnn/accuracy": 0.6790391156462585, "mask_rcnn/false_negative": 0.015254139084348951, "mask_rcnn/false_positive": 0.6759739896228426, "rank_data_time": 0.0034772420003719162, "roi_head/num_bg_samples": 113.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4476676859994768, "total_loss": 1.4896704840939492}
{"data_time": 0.003429266000239295, "eta_seconds": 100.72141672992075, "fast_rcnn/cls_accuracy": 0.857421875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.5896089375019073, "loss_cls": 0.3227756917476654, "loss_mask": 0.602544367313385, "loss_rpn_cls": 0.004819341469556093, "loss_rpn_loc": 0.006614109501242638, "lr": 6.60175e-05, "mask_rcnn/accuracy": 0.7453163651824366, "mask_rcnn/false_negative": 0.016596747691308776, "mask_rcnn/false_positive": 0.5762520711959327, "rank_data_time": 0.003429266000239295, "roi_head/num_bg_samples": 109.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4680520814999909, "total_loss": 1.5219040248775855}
{"data_time": 0.003404190500077675, "eta_seconds": 91.39599279988033, "fast_rcnn/cls_accuracy": 0.8671875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.530340313911438, "loss_cls": 0.28887802362442017, "loss_mask": 0.5424981713294983, "loss_rpn_cls": 0.005399257177487016, "loss_rpn_loc": 0.00544338021427393, "lr": 8.266750000000001e-05, "mask_rcnn/accuracy": 0.789072039072039, "mask_rcnn/false_negative": 0.028280003474154086, "mask_rcnn/false_positive": 0.41722954551920655, "rank_data_time": 0.003404190500077675, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.45413001099950634, "total_loss": 1.3746187002398074}
{"data_time": 0.00354000300012558, "eta_seconds": 82.51648353001656, "fast_rcnn/cls_accuracy": 0.859375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.5858562290668488, "loss_cls": 0.2610345482826233, "loss_mask": 0.4605158418416977, "loss_rpn_cls": 0.002369432244449854, "loss_rpn_loc": 0.0050129066221416, "lr": 9.93175e-05, "mask_rcnn/accuracy": 0.836587519623234, "mask_rcnn/false_negative": 0.05350160723321759, "mask_rcnn/false_positive": 0.2402270653013064, "rank_data_time": 0.00354000300012558, "roi_head/num_bg_samples": 108.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4759746270001415, "total_loss": 1.28189829774783}
{"data_time": 0.0035621440001705196, "eta_seconds": 73.78040815994609, "fast_rcnn/cls_accuracy": 0.875, "fast_rcnn/false_negative": 0.8077816492450638, "fast_rcnn/fg_cls_accuracy": 0.1922183507549361, "iteration": 139, "loss_box_reg": 0.5568088889122009, "loss_cls": 0.2151876911520958, "loss_mask": 0.39137452840805054, "loss_rpn_cls": 0.001109228702262044, "loss_rpn_loc": 0.005459798965603113, "lr": 0.0001159675, "mask_rcnn/accuracy": 0.8613133367597653, "mask_rcnn/false_negative": 0.09301106793215894, "mask_rcnn/false_positive": 0.16764359623920766, "rank_data_time": 0.0035621440001705196, "roi_head/num_bg_samples": 108.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4787737910010037, "total_loss": 1.186011424404569}
{"data_time": 0.003604351999456412, "eta_seconds": 64.41017296001519, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.2361111111111111, "fast_rcnn/fg_cls_accuracy": 0.7638888888888888, "iteration": 159, "loss_box_reg": 0.5542228817939758, "loss_cls": 0.16815990954637527, "loss_mask": 0.34529200196266174, "loss_rpn_cls": 0.00043595572060439736, "loss_rpn_loc": 0.004288430325686932, "lr": 0.0001326175, "mask_rcnn/accuracy": 0.8520833333333333, "mask_rcnn/false_negative": 0.11647689914756681, "mask_rcnn/false_positive": 0.13278696277154745, "rank_data_time": 0.003604351999456412, "roi_head/num_bg_samples": 108.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.45601766950039746, "total_loss": 1.0826922381820623}
{"data_time": 0.0036407415000212495, "eta_seconds": 55.4214826200041, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.09502923976608187, "fast_rcnn/fg_cls_accuracy": 0.9049707602339181, "iteration": 179, "loss_box_reg": 0.5699008703231812, "loss_cls": 0.1560518518090248, "loss_mask": 0.31626854836940765, "loss_rpn_cls": 0.0006386305612977594, "loss_rpn_loc": 0.0037306102458387613, "lr": 0.0001492675, "mask_rcnn/accuracy": 0.8620413590968303, "mask_rcnn/false_negative": 0.09777357216717447, "mask_rcnn/false_positive": 0.15027939504698584, "rank_data_time": 0.0036407415000212495, "roi_head/num_bg_samples": 106.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4853667770003085, "total_loss": 1.0244773660720057}
{"data_time": 0.0037357239998527803, "eta_seconds": 46.22946805002357, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.09429824561403508, "fast_rcnn/fg_cls_accuracy": 0.9057017543859649, "iteration": 199, "loss_box_reg": 0.5004008114337921, "loss_cls": 0.11261877790093422, "loss_mask": 0.3007853925228119, "loss_rpn_cls": 0.00034539819171186537, "loss_rpn_loc": 0.0053851245902478695, "lr": 0.0001659175, "mask_rcnn/accuracy": 0.8709023382080104, "mask_rcnn/false_negative": 0.09626659023207818, "mask_rcnn/false_positive": 0.13324893345351296, "rank_data_time": 0.0037357239998527803, "roi_head/num_bg_samples": 107.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4776665139997931, "total_loss": 0.9045495997343096}
{"data_time": 0.0038530040001205634, "eta_seconds": 37.18897792001371, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.10416666666666667, "fast_rcnn/fg_cls_accuracy": 0.8958333333333334, "iteration": 219, "loss_box_reg": 0.4829876571893692, "loss_cls": 0.12144072726368904, "loss_mask": 0.3252151608467102, "loss_rpn_cls": 0.0016432709526270628, "loss_rpn_loc": 0.0062191730830818415, "lr": 0.0001825675, "mask_rcnn/accuracy": 0.867787569573284, "mask_rcnn/false_negative": 0.11021250132603394, "mask_rcnn/false_positive": 0.12227519575093437, "rank_data_time": 0.0038530040001205634, "roi_head/num_bg_samples": 106.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.47335000800012494, "total_loss": 0.9522230984584894}
{"data_time": 0.0037498539995795, "eta_seconds": 27.947872289969382, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.06725146198830409, "fast_rcnn/fg_cls_accuracy": 0.9327485380116959, "iteration": 239, "loss_box_reg": 0.3705621808767319, "loss_cls": 0.10146517306566238, "loss_mask": 0.2932804226875305, "loss_rpn_cls": 0.00018008673941949382, "loss_rpn_loc": 0.005977913271635771, "lr": 0.0001992175, "mask_rcnn/accuracy": 0.8723202118685311, "mask_rcnn/false_negative": 0.10656890980420328, "mask_rcnn/false_positive": 0.13357003668249304, "rank_data_time": 0.0037498539995795, "roi_head/num_bg_samples": 109.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.48189015700063464, "total_loss": 0.7954034840950044}
{"data_time": 0.003676648500004376, "eta_seconds": 18.644373659954, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.07596153846153847, "fast_rcnn/fg_cls_accuracy": 0.9240384615384616, "iteration": 259, "loss_box_reg": 0.3888317942619324, "loss_cls": 0.11212731152772903, "loss_mask": 0.2689951956272125, "loss_rpn_cls": 8.911103941500187e-05, "loss_rpn_loc": 0.0058364663273096085, "lr": 0.0002158675, "mask_rcnn/accuracy": 0.8813455414899184, "mask_rcnn/false_negative": 0.11937525762107673, "mask_rcnn/false_positive": 0.10240890955487658, "rank_data_time": 0.003676648500004376, "roi_head/num_bg_samples": 105.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4680903764992763, "total_loss": 0.7764858415794151}
{"data_time": 0.003721548000612529, "eta_seconds": 9.339760180009762, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.0782674772036474, "fast_rcnn/fg_cls_accuracy": 0.9217325227963526, "iteration": 279, "loss_box_reg": 0.40773262083530426, "loss_cls": 0.09310545027256012, "loss_mask": 0.2495197132229805, "loss_rpn_cls": 0.00015192072896752506, "loss_rpn_loc": 0.004977520555257797, "lr": 0.00023251750000000002, "mask_rcnn/accuracy": 0.8936426178304978, "mask_rcnn/false_negative": 0.0975497620675095, "mask_rcnn/false_positive": 0.13391460768680705, "rank_data_time": 0.003721548000612529, "roi_head/num_bg_samples": 105.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.500898307499483, "total_loss": 0.7721619775425097}
{"data_time": 0.0038777584995841607, "eta_seconds": 0.0, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.029857397504456328, "fast_rcnn/fg_cls_accuracy": 0.9701426024955437, "iteration": 299, "loss_box_reg": 0.32015350461006165, "loss_cls": 0.08164509013295174, "loss_mask": 0.2587074786424637, "loss_rpn_cls": 0.00013161513925297186, "loss_rpn_loc": 0.005292992806062102, "lr": 0.0002491675, "mask_rcnn/accuracy": 0.8898950776323818, "mask_rcnn/false_negative": 0.10123115596505775, "mask_rcnn/false_positive": 0.10916340361817654, "rank_data_time": 0.0038777584995841607, "roi_head/num_bg_samples": 106.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4847343035007725, "total_loss": 0.6508321429141688}
{"data_time": 0.0034156920000896207, "eta_seconds": 208.5582544801582, "fast_rcnn/cls_accuracy": 0.833984375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 19, "loss_box_reg": 0.3552929610013962, "loss_cls": 0.6019797623157501, "loss_mask": 0.690324604511261, "loss_rpn_cls": 0.01684288028627634, "loss_rpn_loc": 0.010058377869427204, "lr": 9.7405e-06, "mask_rcnn/accuracy": 0.5493912337662338, "mask_rcnn/false_negative": 0.8743475631021588, "mask_rcnn/false_positive": 0.010657674745168558, "rank_data_time": 0.0034156920000896207, "roi_head/num_bg_samples": 115.75, "roi_head/num_fg_samples": 12.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4344963635003296, "total_loss": 1.6678115366958082}
{"data_time": 0.0034805425002559787, "eta_seconds": 200.64354795989857, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 39, "loss_box_reg": 0.32038573920726776, "loss_cls": 0.46862703561782837, "loss_mask": 0.6848833858966827, "loss_rpn_cls": 0.01627512462437153, "loss_rpn_loc": 0.013052315451204777, "lr": 1.97305e-05, "mask_rcnn/accuracy": 0.7921224045173625, "mask_rcnn/false_negative": 0.09324624638808057, "mask_rcnn/false_positive": 0.3479995536499463, "rank_data_time": 0.0034805425002559787, "roi_head/num_bg_samples": 117.25, "roi_head/num_fg_samples": 10.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4455848039997363, "total_loss": 1.5584077117964625}
{"data_time": 0.0035810489989671623, "eta_seconds": 195.2181226598259, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.3545664995908737, "loss_cls": 0.35890962183475494, "loss_mask": 0.6653205156326294, "loss_rpn_cls": 0.013192913495004177, "loss_rpn_loc": 0.009935558773577213, "lr": 2.9720499999999998e-05, "mask_rcnn/accuracy": 0.7400201838977349, "mask_rcnn/false_negative": 0.015846551044384875, "mask_rcnn/false_positive": 0.6195550559009286, "rank_data_time": 0.0035810489989671623, "roi_head/num_bg_samples": 116.25, "roi_head/num_fg_samples": 11.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.450851388501178, "total_loss": 1.4147542312275618}
{"data_time": 0.0036107059995629243, "eta_seconds": 187.96374555016882, "fast_rcnn/cls_accuracy": 0.8828125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.467240571975708, "loss_cls": 0.3150007724761963, "loss_mask": 0.6383642256259918, "loss_rpn_cls": 0.006683232029899955, "loss_rpn_loc": 0.007869112771004438, "lr": 3.9710500000000005e-05, "mask_rcnn/accuracy": 0.6858801193241525, "mask_rcnn/false_negative": 0.009426497649166976, "mask_rcnn/false_positive": 0.7114949203984742, "rank_data_time": 0.0036107059995629243, "roi_head/num_bg_samples": 113.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4560759275009332, "total_loss": 1.4449117986951023}
{"data_time": 0.003651345499747549, "eta_seconds": 179.17612700002792, "fast_rcnn/cls_accuracy": 0.86328125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.532229483127594, "loss_cls": 0.32586319744586945, "loss_mask": 0.6008060872554779, "loss_rpn_cls": 0.006886516697704792, "loss_rpn_loc": 0.005576437106356025, "lr": 4.97005e-05, "mask_rcnn/accuracy": 0.7137349257884973, "mask_rcnn/false_negative": 0.008169810830857755, "mask_rcnn/false_positive": 0.6140157517520498, "rank_data_time": 0.003651345499747549, "roi_head/num_bg_samples": 110.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.4505167754996364, "total_loss": 1.4448461058782414}
{"data_time": 0.0035327149998920504, "eta_seconds": 171.1026421801762, "fast_rcnn/cls_accuracy": 0.85546875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.58321413397789, "loss_cls": 0.3233642578125, "loss_mask": 0.5614017844200134, "loss_rpn_cls": 0.0037042348412796855, "loss_rpn_loc": 0.005320667056366801, "lr": 5.96905e-05, "mask_rcnn/accuracy": 0.7651502267573695, "mask_rcnn/false_negative": 0.03753798155030513, "mask_rcnn/false_positive": 0.4495548933084338, "rank_data_time": 0.0035327149998920504, "roi_head/num_bg_samples": 109.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4682237344995883, "total_loss": 1.5039288271218538}
{"data_time": 0.003518736000842182, "eta_seconds": 162.09723996016692, "fast_rcnn/cls_accuracy": 0.8671875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 139, "loss_box_reg": 0.5229664742946625, "loss_cls": 0.2709234207868576, "loss_mask": 0.5032478719949722, "loss_rpn_cls": 0.003961619804613292, "loss_rpn_loc": 0.0046555104199796915, "lr": 6.96805e-05, "mask_rcnn/accuracy": 0.8151905293367347, "mask_rcnn/false_negative": 0.044968321424753266, "mask_rcnn/false_positive": 0.3328455675277887, "rank_data_time": 0.003518736000842182, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4560914630001207, "total_loss": 1.2798217973322608}
{"data_time": 0.00369830500039825, "eta_seconds": 153.8641179897786, "fast_rcnn/cls_accuracy": 0.8515625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 159, "loss_box_reg": 0.5826742947101593, "loss_cls": 0.25320562720298767, "loss_mask": 0.43141207098960876, "loss_rpn_cls": 0.0010508600680623204, "loss_rpn_loc": 0.00458707450889051, "lr": 7.967050000000001e-05, "mask_rcnn/accuracy": 0.8362812419868169, "mask_rcnn/false_negative": 0.09369645970325094, "mask_rcnn/false_positive": 0.22898970958551934, "rank_data_time": 0.00369830500039825, "roi_head/num_bg_samples": 108.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4666299175005406, "total_loss": 1.2620575389300939}
{"data_time": 0.0034507840009609936, "eta_seconds": 145.1407311996445, "fast_rcnn/cls_accuracy": 0.88671875, "fast_rcnn/false_negative": 0.7584566596194503, "fast_rcnn/fg_cls_accuracy": 0.2415433403805497, "iteration": 179, "loss_box_reg": 0.5828780829906464, "loss_cls": 0.23568642884492874, "loss_mask": 0.3853584975004196, "loss_rpn_cls": 0.0007339774165302515, "loss_rpn_loc": 0.004822670482099056, "lr": 8.966049999999999e-05, "mask_rcnn/accuracy": 0.8707634839650146, "mask_rcnn/false_negative": 0.09057583768230612, "mask_rcnn/false_positive": 0.17083920158835653, "rank_data_time": 0.0034507840009609936, "roi_head/num_bg_samples": 107.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.47318574949986214, "total_loss": 1.183235377917299}
{"data_time": 0.00334962600027211, "eta_seconds": 136.27490654989742, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.42500000000000004, "fast_rcnn/fg_cls_accuracy": 0.575, "iteration": 199, "loss_box_reg": 0.4605211615562439, "loss_cls": 0.17939483374357224, "loss_mask": 0.3241286128759384, "loss_rpn_cls": 0.002191812382079661, "loss_rpn_loc": 0.0047734384424984455, "lr": 9.96505e-05, "mask_rcnn/accuracy": 0.8756686268257303, "mask_rcnn/false_negative": 0.11025546606933723, "mask_rcnn/false_positive": 0.1860766953154585, "rank_data_time": 0.00334962600027211, "roi_head/num_bg_samples": 112.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.46016367450010875, "total_loss": 1.0217412155398051}
{"data_time": 0.0032674729991413187, "eta_seconds": 127.52095566003845, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.3203012912482066, "fast_rcnn/fg_cls_accuracy": 0.6796987087517934, "iteration": 219, "loss_box_reg": 0.5121130347251892, "loss_cls": 0.16495712846517563, "loss_mask": 0.35935141146183014, "loss_rpn_cls": 0.0007470115087926388, "loss_rpn_loc": 0.004578838124871254, "lr": 0.00010964050000000001, "mask_rcnn/accuracy": 0.8451912649117619, "mask_rcnn/false_negative": 0.12969583955968955, "mask_rcnn/false_positive": 0.13521078015293161, "rank_data_time": 0.0032674729991413187, "roi_head/num_bg_samples": 108.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4757434484999976, "total_loss": 1.052204503241228}
{"data_time": 0.0033145074994536117, "eta_seconds": 118.99186740984078, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.187984496124031, "fast_rcnn/fg_cls_accuracy": 0.812015503875969, "iteration": 239, "loss_box_reg": 0.559634268283844, "loss_cls": 0.1528262123465538, "loss_mask": 0.3454720228910446, "loss_rpn_cls": 0.0005859500961378217, "loss_rpn_loc": 0.0053537767380476, "lr": 0.0001196305, "mask_rcnn/accuracy": 0.8532311512644924, "mask_rcnn/false_negative": 0.12541554064867783, "mask_rcnn/false_positive": 0.16500052189623257, "rank_data_time": 0.0033145074994536117, "roi_head/num_bg_samples": 106.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4842244675000984, "total_loss": 1.0143573860113975}
{"data_time": 0.0032732604995544534, "eta_seconds": 109.93314060004195, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.0909560723514212, "fast_rcnn/fg_cls_accuracy": 0.9090439276485788, "iteration": 259, "loss_box_reg": 0.4282403886318207, "loss_cls": 0.1252758577466011, "loss_mask": 0.31713713705539703, "loss_rpn_cls": 0.00011723257921403274, "loss_rpn_loc": 0.005476274527609348, "lr": 0.0001296205, "mask_rcnn/accuracy": 0.8498360190733271, "mask_rcnn/false_negative": 0.11389831423057158, "mask_rcnn/false_positive": 0.153195669007205, "rank_data_time": 0.0032732604995544534, "roi_head/num_bg_samples": 109.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.4801484299996446, "total_loss": 0.8973553961550351}
{"data_time": 0.003653306500382314, "eta_seconds": 100.80521527996098, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.09970311726867886, "fast_rcnn/fg_cls_accuracy": 0.9002968827313211, "iteration": 279, "loss_box_reg": 0.4589514136314392, "loss_cls": 0.12381278350949287, "loss_mask": 0.31489284336566925, "loss_rpn_cls": 5.5432219596696086e-05, "loss_rpn_loc": 0.005127190612256527, "lr": 0.00013961050000000003, "mask_rcnn/accuracy": 0.8615089931321365, "mask_rcnn/false_negative": 0.099426523084685, "mask_rcnn/false_positive": 0.15095573634033316, "rank_data_time": 0.003653306500382314, "roi_head/num_bg_samples": 106.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.46165030999964074, "total_loss": 0.9090963134203776}
{"data_time": 0.0035361730006115977, "eta_seconds": 91.7465597998671, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.0824829931972789, "fast_rcnn/fg_cls_accuracy": 0.9175170068027211, "iteration": 299, "loss_box_reg": 0.4048019349575043, "loss_cls": 0.10977884382009506, "loss_mask": 0.32158711552619934, "loss_rpn_cls": 0.00012290006270632148, "loss_rpn_loc": 0.007537315599620342, "lr": 0.0001496005, "mask_rcnn/accuracy": 0.8577469529478459, "mask_rcnn/false_negative": 0.10724312024815502, "mask_rcnn/false_positive": 0.13845510424511248, "rank_data_time": 0.0035361730006115977, "roi_head/num_bg_samples": 106.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.48912632150040736, "total_loss": 0.8348990988160949}
{"data_time": 0.0034789239998644916, "eta_seconds": 82.78725275991746, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.09482758620689655, "fast_rcnn/fg_cls_accuracy": 0.9051724137931034, "iteration": 319, "loss_box_reg": 0.43373987078666687, "loss_cls": 0.10510881617665291, "loss_mask": 0.2661193162202835, "loss_rpn_cls": 0.0001019679730234202, "loss_rpn_loc": 0.006849073572084308, "lr": 0.0001595905, "mask_rcnn/accuracy": 0.8836794694093282, "mask_rcnn/false_negative": 0.14215573648923988, "mask_rcnn/false_positive": 0.11349853370167107, "rank_data_time": 0.0034789239998644916, "roi_head/num_bg_samples": 103.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49344403100076306, "total_loss": 0.8603658496795106}
{"data_time": 0.003597510500185308, "eta_seconds": 73.80984168004943, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.10952380952380952, "fast_rcnn/fg_cls_accuracy": 0.8904761904761904, "iteration": 339, "loss_box_reg": 0.37211091816425323, "loss_cls": 0.10914203152060509, "loss_mask": 0.30753083527088165, "loss_rpn_cls": 0.0017755422159098089, "loss_rpn_loc": 0.006714013870805502, "lr": 0.00016958050000000002, "mask_rcnn/accuracy": 0.8670378036643565, "mask_rcnn/false_negative": 0.14653081606273166, "mask_rcnn/false_positive": 0.10508228564640357, "rank_data_time": 0.003597510500185308, "roi_head/num_bg_samples": 106.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49118214800000715, "total_loss": 0.7814506762952078}
{"data_time": 0.003567456499695254, "eta_seconds": 64.67868834011824, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.04124149659863945, "fast_rcnn/fg_cls_accuracy": 0.9587585034013606, "iteration": 359, "loss_box_reg": 0.41812318563461304, "loss_cls": 0.08927001059055328, "loss_mask": 0.27449098229408264, "loss_rpn_cls": 0.0004996833013137802, "loss_rpn_loc": 0.0060403121169656515, "lr": 0.0001795705, "mask_rcnn/accuracy": 0.879258208385395, "mask_rcnn/false_negative": 0.11072309724583825, "mask_rcnn/false_positive": 0.15166150871592288, "rank_data_time": 0.003567456499695254, "roi_head/num_bg_samples": 103.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4822063395004079, "total_loss": 0.7890282157777619}
{"data_time": 0.0036013625003761263, "eta_seconds": 55.520048339967616, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.07238372093023256, "fast_rcnn/fg_cls_accuracy": 0.9276162790697675, "iteration": 379, "loss_box_reg": 0.3407682627439499, "loss_cls": 0.10179056227207184, "loss_mask": 0.29292047023773193, "loss_rpn_cls": 0.000334102995111607, "loss_rpn_loc": 0.00680127926170826, "lr": 0.0001895605, "mask_rcnn/accuracy": 0.8796032252186589, "mask_rcnn/false_negative": 0.0876106377195629, "mask_rcnn/false_positive": 0.12352441945767763, "rank_data_time": 0.0036013625003761263, "roi_head/num_bg_samples": 106.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.48189729650039226, "total_loss": 0.8017303137930867}
{"data_time": 0.00343808350044128, "eta_seconds": 46.443724450091395, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.03182957393483709, "fast_rcnn/fg_cls_accuracy": 0.9681704260651629, "iteration": 399, "loss_box_reg": 0.3693601042032242, "loss_cls": 0.07356427982449532, "loss_mask": 0.3066858500242233, "loss_rpn_cls": 0.00020283626508899033, "loss_rpn_loc": 0.004629532806575298, "lr": 0.00019955050000000003, "mask_rcnn/accuracy": 0.8613507164412488, "mask_rcnn/false_negative": 0.1338596639400214, "mask_rcnn/false_positive": 0.09205224868838163, "rank_data_time": 0.00343808350044128, "roi_head/num_bg_samples": 105.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49489611349963525, "total_loss": 0.7995048364309696}
{"data_time": 0.0035338329998921836, "eta_seconds": 37.368295319975005, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.07238372093023256, "fast_rcnn/fg_cls_accuracy": 0.9276162790697675, "iteration": 419, "loss_box_reg": 0.3574903905391693, "loss_cls": 0.10750054195523262, "loss_mask": 0.2863502949476242, "loss_rpn_cls": 0.00026001676451414824, "loss_rpn_loc": 0.006350167095661163, "lr": 0.00020954049999999998, "mask_rcnn/accuracy": 0.8699990485704772, "mask_rcnn/false_negative": 0.10363014231288026, "mask_rcnn/false_positive": 0.12070475071315405, "rank_data_time": 0.0035338329998921836, "roi_head/num_bg_samples": 105.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4989783165001427, "total_loss": 0.7388502981557394}
{"data_time": 0.0035921854996558977, "eta_seconds": 28.065093570021418, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.02914614121510673, "fast_rcnn/fg_cls_accuracy": 0.9708538587848933, "iteration": 439, "loss_box_reg": 0.34349721670150757, "loss_cls": 0.08834484592080116, "loss_mask": 0.24636075645685196, "loss_rpn_cls": 0.00010216182636213489, "loss_rpn_loc": 0.004259428242221475, "lr": 0.0002195305, "mask_rcnn/accuracy": 0.8871630893736805, "mask_rcnn/false_negative": 0.10020647374852654, "mask_rcnn/false_positive": 0.08615220992162213, "rank_data_time": 0.0035921854996558977, "roi_head/num_bg_samples": 105.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49107286850085075, "total_loss": 0.6643471581440963}
{"data_time": 0.0034722139989753487, "eta_seconds": 18.744117000023834, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.0310630464795214, "fast_rcnn/fg_cls_accuracy": 0.9689369535204786, "iteration": 459, "loss_box_reg": 0.34543314576148987, "loss_cls": 0.07897259667515755, "loss_mask": 0.2495306208729744, "loss_rpn_cls": 5.950293598289136e-05, "loss_rpn_loc": 0.003805388230830431, "lr": 0.00022952050000000002, "mask_rcnn/accuracy": 0.887847097146832, "mask_rcnn/false_negative": 0.11351934196848062, "mask_rcnn/false_positive": 0.10456565554385797, "rank_data_time": 0.0034722139989753487, "roi_head/num_bg_samples": 104.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5020023939996463, "total_loss": 0.7104107898962866}
{"data_time": 0.003397869500076922, "eta_seconds": 9.393244580005558, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.04177433247200689, "fast_rcnn/fg_cls_accuracy": 0.9582256675279931, "iteration": 479, "loss_box_reg": 0.3464466780424118, "loss_cls": 0.0926894061267376, "loss_mask": 0.26765212416648865, "loss_rpn_cls": 2.4242398467322346e-05, "loss_rpn_loc": 0.0049537853337824345, "lr": 0.0002395105, "mask_rcnn/accuracy": 0.8841459879406308, "mask_rcnn/false_negative": 0.07264267958182402, "mask_rcnn/false_positive": 0.14370967403814036, "rank_data_time": 0.003397869500076922, "roi_head/num_bg_samples": 104.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5024107015005939, "total_loss": 0.7166992941326953}
{"data_time": 0.003376619999471586, "eta_seconds": 0.0, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.05131578947368421, "fast_rcnn/fg_cls_accuracy": 0.9486842105263158, "iteration": 499, "loss_box_reg": 0.31903499364852905, "loss_cls": 0.0854884497821331, "loss_mask": 0.2715126872062683, "loss_rpn_cls": 0.00017324864893453196, "loss_rpn_loc": 0.004486079094931483, "lr": 0.0002495005, "mask_rcnn/accuracy": 0.8784002857968263, "mask_rcnn/false_negative": 0.08846050531611557, "mask_rcnn/false_positive": 0.12461923360494462, "rank_data_time": 0.003376619999471586, "roi_head/num_bg_samples": 106.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5023883695002951, "total_loss": 0.6955125726890401}
{"data_time": 0.003277325499766448, "eta_seconds": 301.80245315998036, "fast_rcnn/cls_accuracy": 0.748046875, "fast_rcnn/false_negative": 0.9821428571428572, "fast_rcnn/fg_cls_accuracy": 0.017857142857142856, "iteration": 19, "loss_box_reg": 0.3682068884372711, "loss_cls": 0.6254191696643829, "loss_mask": 0.692373663187027, "loss_rpn_cls": 0.03100092802196741, "loss_rpn_loc": 0.011647982057183981, "lr": 7.028928571428572e-06, "mask_rcnn/accuracy": 0.5475315126050421, "mask_rcnn/false_negative": 0.002988751776921118, "mask_rcnn/false_positive": 0.9563604537562116, "rank_data_time": 0.003277325499766448, "roi_head/num_bg_samples": 115.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4438271369999711, "total_loss": 1.7401640735333785}
{"data_time": 0.003305574000478373, "eta_seconds": 292.92591041998094, "fast_rcnn/cls_accuracy": 0.890625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 39, "loss_box_reg": 0.3880537152290344, "loss_cls": 0.5297208428382874, "loss_mask": 0.6872430741786957, "loss_rpn_cls": 0.012846590019762516, "loss_rpn_loc": 0.009878844954073429, "lr": 1.4164642857142858e-05, "mask_rcnn/accuracy": 0.6776552883057985, "mask_rcnn/false_negative": 0.005020739208353445, "mask_rcnn/false_positive": 0.822885448061187, "rank_data_time": 0.003305574000478373, "roi_head/num_bg_samples": 115.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.44684850349949556, "total_loss": 1.6639645444229245}
{"data_time": 0.0033062579996112618, "eta_seconds": 288.2455638400279, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.33722901344299316, "loss_cls": 0.3848944455385208, "loss_mask": 0.6751806139945984, "loss_rpn_cls": 0.01642940193414688, "loss_rpn_loc": 0.008219847455620766, "lr": 2.130035714285714e-05, "mask_rcnn/accuracy": 0.6516655575273588, "mask_rcnn/false_negative": 0.007357432415798414, "mask_rcnn/false_positive": 0.7567020629057768, "rank_data_time": 0.0033062579996112618, "roi_head/num_bg_samples": 116.5, "roi_head/num_fg_samples": 11.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.4540313289999176, "total_loss": 1.3920849246205762}
{"data_time": 0.0033674369997243048, "eta_seconds": 280.1482542596568, "fast_rcnn/cls_accuracy": 0.90234375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.3848462700843811, "loss_cls": 0.3153347074985504, "loss_mask": 0.6560755372047424, "loss_rpn_cls": 0.010531787760555744, "loss_rpn_loc": 0.0088524273596704, "lr": 2.843607142857143e-05, "mask_rcnn/accuracy": 0.67389219201194, "mask_rcnn/false_negative": 0.006298877045039553, "mask_rcnn/false_positive": 0.7786343392264832, "rank_data_time": 0.0033674369997243048, "roi_head/num_bg_samples": 115.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.458175699000094, "total_loss": 1.3733357726596296}
{"data_time": 0.0035222124997744686, "eta_seconds": 271.00903859973187, "fast_rcnn/cls_accuracy": 0.876953125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.5220818072557449, "loss_cls": 0.3138279765844345, "loss_mask": 0.6246860921382904, "loss_rpn_cls": 0.00830140057951212, "loss_rpn_loc": 0.010969106573611498, "lr": 3.5571785714285716e-05, "mask_rcnn/accuracy": 0.6597677761580824, "mask_rcnn/false_negative": 0.002907754313501415, "mask_rcnn/false_positive": 0.7526063958782672, "rank_data_time": 0.0035222124997744686, "roi_head/num_bg_samples": 112.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.44511452299957455, "total_loss": 1.465512566093821}
{"data_time": 0.0035957599993707845, "eta_seconds": 262.97799952004425, "fast_rcnn/cls_accuracy": 0.8671875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.526915431022644, "loss_cls": 0.3002796173095703, "loss_mask": 0.5893042087554932, "loss_rpn_cls": 0.004499234491959214, "loss_rpn_loc": 0.007363754790276289, "lr": 4.2707500000000004e-05, "mask_rcnn/accuracy": 0.6538900913900914, "mask_rcnn/false_negative": 0.0047490937057367184, "mask_rcnn/false_positive": 0.7790544979460151, "rank_data_time": 0.0035957599993707845, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.46974649950061576, "total_loss": 1.444064386188984}
{"data_time": 0.0035997664999740664, "eta_seconds": 254.38649796029495, "fast_rcnn/cls_accuracy": 0.8828125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 139, "loss_box_reg": 0.45454466342926025, "loss_cls": 0.26835688948631287, "loss_mask": 0.5690777897834778, "loss_rpn_cls": 0.006163487210869789, "loss_rpn_loc": 0.006148997461423278, "lr": 4.9843214285714285e-05, "mask_rcnn/accuracy": 0.7372584541062801, "mask_rcnn/false_negative": 0.011154740293769509, "mask_rcnn/false_positive": 0.5761503018457801, "rank_data_time": 0.0035997664999740664, "roi_head/num_bg_samples": 113.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.45904985450033564, "total_loss": 1.318103606114164}
{"data_time": 0.003496254500532814, "eta_seconds": 245.38756058995205, "fast_rcnn/cls_accuracy": 0.875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 159, "loss_box_reg": 0.4972313344478607, "loss_cls": 0.24923831969499588, "loss_mask": 0.5170662999153137, "loss_rpn_cls": 0.00218779721762985, "loss_rpn_loc": 0.005615135654807091, "lr": 5.697892857142857e-05, "mask_rcnn/accuracy": 0.7992624934589221, "mask_rcnn/false_negative": 0.03332196889297332, "mask_rcnn/false_positive": 0.4689562321260458, "rank_data_time": 0.003496254500532814, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.4707334630011246, "total_loss": 1.2522806435154052}
{"data_time": 0.003483383000457252, "eta_seconds": 236.53074431978894, "fast_rcnn/cls_accuracy": 0.869140625, "fast_rcnn/false_negative": 0.9737373737373738, "fast_rcnn/fg_cls_accuracy": 0.026262626262626265, "iteration": 179, "loss_box_reg": 0.5703379809856415, "loss_cls": 0.24920772016048431, "loss_mask": 0.4716552346944809, "loss_rpn_cls": 0.0031893665436655283, "loss_rpn_loc": 0.005072893109172583, "lr": 6.411464285714286e-05, "mask_rcnn/accuracy": 0.805731099257885, "mask_rcnn/false_negative": 0.036765611984059136, "mask_rcnn/false_positive": 0.33939706033147043, "rank_data_time": 0.003483383000457252, "roi_head/num_bg_samples": 109.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4707075869991968, "total_loss": 1.2938004103198182}
{"data_time": 0.003450142500696529, "eta_seconds": 227.5707175003845, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.681159420289855, "fast_rcnn/fg_cls_accuracy": 0.3188405797101449, "iteration": 199, "loss_box_reg": 0.5120105147361755, "loss_cls": 0.20763728767633438, "loss_mask": 0.406779944896698, "loss_rpn_cls": 0.0015923898317851126, "loss_rpn_loc": 0.0043840850703418255, "lr": 7.125035714285714e-05, "mask_rcnn/accuracy": 0.8398993119975262, "mask_rcnn/false_negative": 0.08716984917991318, "mask_rcnn/false_positive": 0.2536699720026697, "rank_data_time": 0.003450142500696529, "roi_head/num_bg_samples": 110.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4567723875006777, "total_loss": 1.1305636334291194}
{"data_time": 0.0034888614991359646, "eta_seconds": 219.0063499203825, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.5051020408163265, "fast_rcnn/fg_cls_accuracy": 0.49489795918367346, "iteration": 219, "loss_box_reg": 0.5758563876152039, "loss_cls": 0.2002582848072052, "loss_mask": 0.3593318909406662, "loss_rpn_cls": 0.00239340600091964, "loss_rpn_loc": 0.005237497156485915, "lr": 7.838607142857142e-05, "mask_rcnn/accuracy": 0.8476225907029479, "mask_rcnn/false_negative": 0.10475988955045022, "mask_rcnn/false_positive": 0.16830751941780162, "rank_data_time": 0.0034888614991359646, "roi_head/num_bg_samples": 108.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.47980255499987834, "total_loss": 1.196434676181525}
{"data_time": 0.00350169899957109, "eta_seconds": 210.30555516977984, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.26875532821824377, "fast_rcnn/fg_cls_accuracy": 0.7312446717817562, "iteration": 239, "loss_box_reg": 0.5693776905536652, "loss_cls": 0.1685972958803177, "loss_mask": 0.3504506051540375, "loss_rpn_cls": 0.0005460301763378084, "loss_rpn_loc": 0.005142698995769024, "lr": 8.552178571428572e-05, "mask_rcnn/accuracy": 0.8630739795918367, "mask_rcnn/false_negative": 0.08923505511524171, "mask_rcnn/false_positive": 0.1617582762668156, "rank_data_time": 0.00350169899957109, "roi_head/num_bg_samples": 108.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.48408306000055745, "total_loss": 1.0582760591169063}
{"data_time": 0.003794188500251039, "eta_seconds": 201.67552328024613, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.09967320261437909, "fast_rcnn/fg_cls_accuracy": 0.9003267973856208, "iteration": 259, "loss_box_reg": 0.5780911445617676, "loss_cls": 0.1635420024394989, "loss_mask": 0.31435003876686096, "loss_rpn_cls": 0.000585187750402838, "loss_rpn_loc": 0.005877240095287561, "lr": 9.265750000000001e-05, "mask_rcnn/accuracy": 0.8592433878032345, "mask_rcnn/false_negative": 0.11484758161928554, "mask_rcnn/false_positive": 0.12690200443355718, "rank_data_time": 0.003794188500251039, "roi_head/num_bg_samples": 106.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.48546073750003416, "total_loss": 1.085040454803675}
{"data_time": 0.0037421024999275687, "eta_seconds": 192.85212491962739, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.14505347593582887, "fast_rcnn/fg_cls_accuracy": 0.8549465240641712, "iteration": 279, "loss_box_reg": 0.5043761730194092, "loss_cls": 0.13537228107452393, "loss_mask": 0.2954726070165634, "loss_rpn_cls": 0.0001756553101586178, "loss_rpn_loc": 0.006026932038366795, "lr": 9.979321428571429e-05, "mask_rcnn/accuracy": 0.8724485999757046, "mask_rcnn/false_negative": 0.09419050655600451, "mask_rcnn/false_positive": 0.1412155639114862, "rank_data_time": 0.0037421024999275687, "roi_head/num_bg_samples": 108.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4811527235005997, "total_loss": 0.9613327044484095}
{"data_time": 0.0036820615005126456, "eta_seconds": 184.14479259990912, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1747104247104247, "fast_rcnn/fg_cls_accuracy": 0.8252895752895753, "iteration": 299, "loss_box_reg": 0.484397754073143, "loss_cls": 0.14420118927955627, "loss_mask": 0.32460567355155945, "loss_rpn_cls": 0.001301034411881119, "loss_rpn_loc": 0.006217869697138667, "lr": 0.00010692892857142857, "mask_rcnn/accuracy": 0.8619358092074039, "mask_rcnn/false_negative": 0.11699576458198913, "mask_rcnn/false_positive": 0.1386980152947448, "rank_data_time": 0.0036820615005126456, "roi_head/num_bg_samples": 108.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4699795920005272, "total_loss": 0.9619501277702511}
{"data_time": 0.0036309964998508804, "eta_seconds": 175.48255828005495, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.07767722473604827, "fast_rcnn/fg_cls_accuracy": 0.9223227752639518, "iteration": 319, "loss_box_reg": 0.4409447908401489, "loss_cls": 0.12166443094611168, "loss_mask": 0.2864847481250763, "loss_rpn_cls": 0.00020989700715290383, "loss_rpn_loc": 0.006010694429278374, "lr": 0.00011406464285714287, "mask_rcnn/accuracy": 0.8792427810284953, "mask_rcnn/false_negative": 0.1016900152460579, "mask_rcnn/false_positive": 0.13010611440562342, "rank_data_time": 0.0036309964998508804, "roi_head/num_bg_samples": 107.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.485892096000498, "total_loss": 0.9456059228541562}
{"data_time": 0.0034543479996500537, "eta_seconds": 166.62331908031774, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.05195681511470985, "fast_rcnn/fg_cls_accuracy": 0.9480431848852902, "iteration": 339, "loss_box_reg": 0.4058503210544586, "loss_cls": 0.10150021687150002, "loss_mask": 0.3202296197414398, "loss_rpn_cls": 0.0007803532644174993, "loss_rpn_loc": 0.006343742599710822, "lr": 0.00012120035714285714, "mask_rcnn/accuracy": 0.8666084854994629, "mask_rcnn/false_negative": 0.11067072940768026, "mask_rcnn/false_positive": 0.12145290174889721, "rank_data_time": 0.0034543479996500537, "roi_head/num_bg_samples": 106.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.47815064849964983, "total_loss": 0.8290086288748171}
{"data_time": 0.003756456499104388, "eta_seconds": 157.6728568098224, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.14976744186046512, "fast_rcnn/fg_cls_accuracy": 0.8502325581395349, "iteration": 359, "loss_box_reg": 0.4104967564344406, "loss_cls": 0.11228541284799576, "loss_mask": 0.30301524698734283, "loss_rpn_cls": 0.0005634975677821785, "loss_rpn_loc": 0.006151166977360845, "lr": 0.00012833607142857144, "mask_rcnn/accuracy": 0.8707008677126764, "mask_rcnn/false_negative": 0.0929385238699802, "mask_rcnn/false_positive": 0.15650820252525413, "rank_data_time": 0.003756456499104388, "roi_head/num_bg_samples": 107.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4880420499994216, "total_loss": 0.8208595225914905}
{"data_time": 0.0037363865003499086, "eta_seconds": 148.47690847993363, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.093841642228739, "fast_rcnn/fg_cls_accuracy": 0.906158357771261, "iteration": 379, "loss_box_reg": 0.354670450091362, "loss_cls": 0.1231934241950512, "loss_mask": 0.3272317349910736, "loss_rpn_cls": 0.00013709316772292368, "loss_rpn_loc": 0.006106228101998568, "lr": 0.00013547178571428573, "mask_rcnn/accuracy": 0.8716505963947667, "mask_rcnn/false_negative": 0.12022014219332633, "mask_rcnn/false_positive": 0.09682300413361214, "rank_data_time": 0.0037363865003499086, "roi_head/num_bg_samples": 107.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.4693991995000033, "total_loss": 0.7801411273612757}
{"data_time": 0.003572801500922651, "eta_seconds": 139.582699049879, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.049754299754299756, "fast_rcnn/fg_cls_accuracy": 0.9502457002457003, "iteration": 399, "loss_box_reg": 0.4060920476913452, "loss_cls": 0.09237152338027954, "loss_mask": 0.3087309002876282, "loss_rpn_cls": 7.666173041798174e-05, "loss_rpn_loc": 0.006417030934244394, "lr": 0.0001426075, "mask_rcnn/accuracy": 0.8673690149136577, "mask_rcnn/false_negative": 0.12195404126465464, "mask_rcnn/false_positive": 0.12609747262267218, "rank_data_time": 0.003572801500922651, "roi_head/num_bg_samples": 104.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49673732700011897, "total_loss": 0.80652665946036}
{"data_time": 0.00360448449919204, "eta_seconds": 130.57288929991046, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.06132665832290363, "fast_rcnn/fg_cls_accuracy": 0.9386733416770964, "iteration": 419, "loss_box_reg": 0.37255859375, "loss_cls": 0.08005240187048912, "loss_mask": 0.2762990742921829, "loss_rpn_cls": 0.00043958336755167693, "loss_rpn_loc": 0.005829766392707825, "lr": 0.0001497432142857143, "mask_rcnn/accuracy": 0.8713826933935629, "mask_rcnn/false_negative": 0.08905715102501918, "mask_rcnn/false_positive": 0.12272163269987095, "rank_data_time": 0.00360448449919204, "roi_head/num_bg_samples": 106.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49572331750005105, "total_loss": 0.7862458787803916}
{"data_time": 0.0036537910000333795, "eta_seconds": 121.5785979199427, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.025353016688061617, "fast_rcnn/fg_cls_accuracy": 0.9746469833119384, "iteration": 439, "loss_box_reg": 0.3542538583278656, "loss_cls": 0.10053002834320068, "loss_mask": 0.24375993758440018, "loss_rpn_cls": 0.000325037122820504, "loss_rpn_loc": 0.005647607846185565, "lr": 0.00015687892857142857, "mask_rcnn/accuracy": 0.8906987171857078, "mask_rcnn/false_negative": 0.10794869699555465, "mask_rcnn/false_positive": 0.08862622410019137, "rank_data_time": 0.0036537910000333795, "roi_head/num_bg_samples": 104.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.49146661200029484, "total_loss": 0.73686611973244}
{"data_time": 0.0036009684999953606, "eta_seconds": 112.5323765999201, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.06036036036036036, "fast_rcnn/fg_cls_accuracy": 0.9396396396396396, "iteration": 459, "loss_box_reg": 0.36285407841205597, "loss_cls": 0.09064989164471626, "loss_mask": 0.2574528008699417, "loss_rpn_cls": 0.00015333406918216497, "loss_rpn_loc": 0.005232556024566293, "lr": 0.00016401464285714285, "mask_rcnn/accuracy": 0.8870869776482022, "mask_rcnn/false_negative": 0.10039637189366805, "mask_rcnn/false_positive": 0.12125664688254029, "rank_data_time": 0.0036009684999953606, "roi_head/num_bg_samples": 106.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49342809849986224, "total_loss": 0.6751024486420647}
{"data_time": 0.003719722500136413, "eta_seconds": 103.26211147983486, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.09126984126984126, "fast_rcnn/fg_cls_accuracy": 0.9087301587301587, "iteration": 479, "loss_box_reg": 0.3818272650241852, "loss_cls": 0.08929651975631714, "loss_mask": 0.2818397432565689, "loss_rpn_cls": 0.00020257232972653583, "loss_rpn_loc": 0.0048817472998052835, "lr": 0.00017115035714285716, "mask_rcnn/accuracy": 0.8757570528211285, "mask_rcnn/false_negative": 0.13752927097366272, "mask_rcnn/false_positive": 0.11156007775146642, "rank_data_time": 0.003719722500136413, "roi_head/num_bg_samples": 105.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49382486949980375, "total_loss": 0.7635648727737134}
{"data_time": 0.0038184684999578167, "eta_seconds": 94.06462270017073, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.035897435897435895, "fast_rcnn/fg_cls_accuracy": 0.9641025641025641, "iteration": 499, "loss_box_reg": 0.33619263768196106, "loss_cls": 0.0873829536139965, "loss_mask": 0.24781876057386398, "loss_rpn_cls": 0.0004327291244408116, "loss_rpn_loc": 0.005702571244910359, "lr": 0.0001782860714285714, "mask_rcnn/accuracy": 0.8919642857142858, "mask_rcnn/false_negative": 0.07813475098600403, "mask_rcnn/false_positive": 0.1253761800954129, "rank_data_time": 0.0038184684999578167, "roi_head/num_bg_samples": 105.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4881215429995791, "total_loss": 0.7047099921255722}
{"data_time": 0.003708200999426481, "eta_seconds": 84.77995932002159, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.06898584905660377, "fast_rcnn/fg_cls_accuracy": 0.9310141509433962, "iteration": 519, "loss_box_reg": 0.32483427226543427, "loss_cls": 0.08294058963656425, "loss_mask": 0.25874822586774826, "loss_rpn_cls": 0.00025632406322984025, "loss_rpn_loc": 0.005170298740267754, "lr": 0.00018542178571428572, "mask_rcnn/accuracy": 0.889197693790378, "mask_rcnn/false_negative": 0.1111591389928782, "mask_rcnn/false_positive": 0.10911093302547034, "rank_data_time": 0.003708200999426481, "roi_head/num_bg_samples": 106.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.49546750750050705, "total_loss": 0.6941589448975378}
{"data_time": 0.003582675499274046, "eta_seconds": 75.39450640004361, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.03869047619047619, "fast_rcnn/fg_cls_accuracy": 0.9613095238095238, "iteration": 539, "loss_box_reg": 0.30326682329177856, "loss_cls": 0.08601288869976997, "loss_mask": 0.26098091900348663, "loss_rpn_cls": 0.0008452287584077567, "loss_rpn_loc": 0.004233079729601741, "lr": 0.0001925575, "mask_rcnn/accuracy": 0.8848322662398292, "mask_rcnn/false_negative": 0.10999703989784605, "mask_rcnn/false_positive": 0.11851858586087817, "rank_data_time": 0.003582675499274046, "roi_head/num_bg_samples": 104.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.47605753199968603, "total_loss": 0.7037790619506268}
{"data_time": 0.0037005320000389474, "eta_seconds": 66.08918064002864, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.04006410256410256, "fast_rcnn/fg_cls_accuracy": 0.9599358974358975, "iteration": 559, "loss_box_reg": 0.3311541974544525, "loss_cls": 0.07991600409150124, "loss_mask": 0.23249628394842148, "loss_rpn_cls": 0.0005672612460330129, "loss_rpn_loc": 0.005231407471001148, "lr": 0.0001996932142857143, "mask_rcnn/accuracy": 0.8979755363683934, "mask_rcnn/false_negative": 0.10015220929855669, "mask_rcnn/false_positive": 0.10326165001894863, "rank_data_time": 0.0037005320000389474, "roi_head/num_bg_samples": 103.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4917372975005492, "total_loss": 0.6540488181101409}
{"data_time": 0.0036184815007800353, "eta_seconds": 56.81360207989201, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.08792270531400967, "fast_rcnn/fg_cls_accuracy": 0.9120772946859903, "iteration": 579, "loss_box_reg": 0.35338979959487915, "loss_cls": 0.09623131155967712, "loss_mask": 0.27537526190280914, "loss_rpn_cls": 0.00014601388102164492, "loss_rpn_loc": 0.004867891781032085, "lr": 0.0002068289285714286, "mask_rcnn/accuracy": 0.8751150562265723, "mask_rcnn/false_negative": 0.1210422091330976, "mask_rcnn/false_positive": 0.12435477725283613, "rank_data_time": 0.0036184815007800353, "roi_head/num_bg_samples": 105.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49606644099912955, "total_loss": 0.7201994128890874}
{"data_time": 0.0035980104994450812, "eta_seconds": 47.429144800025824, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.04168475900998697, "fast_rcnn/fg_cls_accuracy": 0.9583152409900131, "iteration": 599, "loss_box_reg": 0.32337476313114166, "loss_cls": 0.07956058159470558, "loss_mask": 0.2415711060166359, "loss_rpn_cls": 4.7178165914374404e-05, "loss_rpn_loc": 0.005532148526981473, "lr": 0.00021396464285714287, "mask_rcnn/accuracy": 0.8922937925170068, "mask_rcnn/false_negative": 0.09005029728971428, "mask_rcnn/false_positive": 0.12012593194686932, "rank_data_time": 0.0035980104994450812, "roi_head/num_bg_samples": 103.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5058922640000674, "total_loss": 0.6301485417011463}
{"data_time": 0.003576802499992482, "eta_seconds": 38.006067640017136, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.08492822966507177, "fast_rcnn/fg_cls_accuracy": 0.9150717703349283, "iteration": 619, "loss_box_reg": 0.29242637753486633, "loss_cls": 0.07754917070269585, "loss_mask": 0.24971405416727066, "loss_rpn_cls": 0.0002883913548430428, "loss_rpn_loc": 0.00447833864018321, "lr": 0.00022110035714285715, "mask_rcnn/accuracy": 0.8918960251338958, "mask_rcnn/false_negative": 0.060143051217300764, "mask_rcnn/false_positive": 0.14716979123144153, "rank_data_time": 0.003576802499992482, "roi_head/num_bg_samples": 104.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.4886015990005035, "total_loss": 0.6311943925238666}
{"data_time": 0.0035130240003127255, "eta_seconds": 28.516703580044123, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.033121356650768416, "fast_rcnn/fg_cls_accuracy": 0.9668786433492316, "iteration": 639, "loss_box_reg": 0.32197730243206024, "loss_cls": 0.08287249505519867, "loss_mask": 0.26884008944034576, "loss_rpn_cls": 0.00010745940380729735, "loss_rpn_loc": 0.004336650483310223, "lr": 0.0002282360714285714, "mask_rcnn/accuracy": 0.8795115373123517, "mask_rcnn/false_negative": 0.11212595152836077, "mask_rcnn/false_positive": 0.11088909305412052, "rank_data_time": 0.0035130240003127255, "roi_head/num_bg_samples": 103.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4904843535005057, "total_loss": 0.6790369013615418}
{"data_time": 0.0036869299992758897, "eta_seconds": 19.0469333999863, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.06524822695035461, "fast_rcnn/fg_cls_accuracy": 0.9347517730496454, "iteration": 659, "loss_box_reg": 0.35404573380947113, "loss_cls": 0.07595115527510643, "loss_mask": 0.2621195465326309, "loss_rpn_cls": 0.0002553472440922633, "loss_rpn_loc": 0.005055636866018176, "lr": 0.00023537178571428571, "mask_rcnn/accuracy": 0.8822774943310657, "mask_rcnn/false_negative": 0.12927406133997196, "mask_rcnn/false_positive": 0.07594434266827534, "rank_data_time": 0.0036869299992758897, "roi_head/num_bg_samples": 103.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5047822719998294, "total_loss": 0.7395805920868952}
{"data_time": 0.003701661999912176, "eta_seconds": 9.539308560015343, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.10102040816326531, "fast_rcnn/fg_cls_accuracy": 0.8989795918367347, "iteration": 679, "loss_box_reg": 0.33292001485824585, "loss_cls": 0.08740384131669998, "loss_mask": 0.2639803886413574, "loss_rpn_cls": 0.00012204378435853869, "loss_rpn_loc": 0.0049091598484665155, "lr": 0.0002425075, "mask_rcnn/accuracy": 0.8829924725572047, "mask_rcnn/false_negative": 0.08599861657757854, "mask_rcnn/false_positive": 0.1291048095898642, "rank_data_time": 0.003701661999912176, "roi_head/num_bg_samples": 105.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.502444488501169, "total_loss": 0.7106250949873356}
{"data_time": 0.0035365559997444507, "eta_seconds": 0.0, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.024448419797257006, "fast_rcnn/fg_cls_accuracy": 0.975551580202743, "iteration": 699, "loss_box_reg": 0.28361956775188446, "loss_cls": 0.0776740089058876, "loss_mask": 0.20733077079057693, "loss_rpn_cls": 5.472252450999804e-05, "loss_rpn_loc": 0.0035447729751467705, "lr": 0.0002496432142857143, "mask_rcnn/accuracy": 0.9086608242434906, "mask_rcnn/false_negative": 0.10023063772851015, "mask_rcnn/false_positive": 0.09147136399393575, "rank_data_time": 0.0035365559997444507, "roi_head/num_bg_samples": 103.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4990034985003149, "total_loss": 0.6027086557896837}
{"data_time": 0.0029549564997068956, "eta_seconds": 283.1460278999657, "fast_rcnn/cls_accuracy": 0.751953125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 19, "loss_box_reg": 0.09283176064491272, "loss_cls": 0.6332766115665436, "loss_mask": 0.6923708021640778, "loss_rpn_cls": 0.22936004400253296, "loss_rpn_loc": 0.15462128072977066, "lr": 7.028928571428572e-06, "mask_rcnn/accuracy": 0.6098123177842566, "mask_rcnn/false_negative": 0.999755859375, "mask_rcnn/false_positive": 0.0006396588486140725, "rank_data_time": 0.0029549564997068956, "roi_head/num_bg_samples": 124.25, "roi_head/num_fg_samples": 3.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.41639121749994956, "total_loss": 1.799223329871893}
{"data_time": 0.0032861385002433963, "eta_seconds": 285.6480323402866, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 39, "loss_box_reg": 0.1358271986246109, "loss_cls": 0.5573319792747498, "loss_mask": 0.69087153673172, "loss_rpn_cls": 0.11124987155199051, "loss_rpn_loc": 0.12411204352974892, "lr": 1.4164642857142858e-05, "mask_rcnn/accuracy": 0.6000318877551021, "mask_rcnn/false_negative": 0.9641945877976581, "mask_rcnn/false_positive": 0.0015701226743467882, "rank_data_time": 0.0032861385002433963, "roi_head/num_bg_samples": 123.0, "roi_head/num_fg_samples": 5.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.4340513069996632, "total_loss": 1.6930702575482428}
{"data_time": 0.0034740080000119633, "eta_seconds": 277.2940464000567, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.20557909458875656, "loss_cls": 0.4290526211261749, "loss_mask": 0.6822660565376282, "loss_rpn_cls": 0.055571116507053375, "loss_rpn_loc": 0.03855572082102299, "lr": 2.130035714285714e-05, "mask_rcnn/accuracy": 0.7309066483736352, "mask_rcnn/false_negative": 0.5789018174871225, "mask_rcnn/false_positive": 0.010839895583476866, "rank_data_time": 0.0034740080000119633, "roi_head/num_bg_samples": 120.5, "roi_head/num_fg_samples": 7.5, "rpn/num_neg_anchors": 240.75, "rpn/num_pos_anchors": 15.25, "time": 0.44018103000007613, "total_loss": 1.4501492492854595}
{"data_time": 0.0033247530000153347, "eta_seconds": 269.1494930098088, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.19729803502559662, "loss_cls": 0.31729400157928467, "loss_mask": 0.6783151924610138, "loss_rpn_cls": 0.05205474607646465, "loss_rpn_loc": 0.05717124231159687, "lr": 2.843607142857143e-05, "mask_rcnn/accuracy": 0.7327189804493226, "mask_rcnn/false_negative": 0.5321018315214481, "mask_rcnn/false_positive": 0.05012400605831124, "rank_data_time": 0.0033247530000153347, "roi_head/num_bg_samples": 121.25, "roi_head/num_fg_samples": 6.75, "rpn/num_neg_anchors": 232.5, "rpn/num_pos_anchors": 23.5, "time": 0.44380370149974624, "total_loss": 1.402628904208541}
{"data_time": 0.003650269500212744, "eta_seconds": 260.900141699949, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.1736721768975258, "loss_cls": 0.25963127613067627, "loss_mask": 0.6640793979167938, "loss_rpn_cls": 0.05122499167919159, "loss_rpn_loc": 0.09029079228639603, "lr": 3.5571785714285716e-05, "mask_rcnn/accuracy": 0.7663946217584778, "mask_rcnn/false_negative": 0.3612966260617426, "mask_rcnn/false_positive": 0.07881898850985597, "rank_data_time": 0.003650269500212744, "roi_head/num_bg_samples": 121.5, "roi_head/num_fg_samples": 6.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.4414037529995767, "total_loss": 1.3264747485518456}
{"data_time": 0.0034464299997125636, "eta_seconds": 252.34186208010215, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.19663188606500626, "loss_cls": 0.22960416972637177, "loss_mask": 0.6373491287231445, "loss_rpn_cls": 0.04615381173789501, "loss_rpn_loc": 0.15504886209964752, "lr": 4.2707500000000004e-05, "mask_rcnn/accuracy": 0.8455364390074211, "mask_rcnn/false_negative": 0.17923371148561668, "mask_rcnn/false_positive": 0.140099152014543, "rank_data_time": 0.0034464299997125636, "roi_head/num_bg_samples": 121.0, "roi_head/num_fg_samples": 7.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.44618860149967077, "total_loss": 1.2805953845381737}
{"data_time": 0.003474086999631254, "eta_seconds": 244.23456147986144, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 139, "loss_box_reg": 0.22482751309871674, "loss_cls": 0.20869535952806473, "loss_mask": 0.6168385446071625, "loss_rpn_cls": 0.040388721972703934, "loss_rpn_loc": 0.13791198655962944, "lr": 4.9843214285714285e-05, "mask_rcnn/accuracy": 0.8414558531746033, "mask_rcnn/false_negative": 0.1320716331453307, "mask_rcnn/false_positive": 0.2250526882938943, "rank_data_time": 0.003474086999631254, "roi_head/num_bg_samples": 120.75, "roi_head/num_fg_samples": 7.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.45220206799967855, "total_loss": 1.2333940528333187}
{"data_time": 0.003499116499824595, "eta_seconds": 236.05795169993144, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 159, "loss_box_reg": 0.24508581310510635, "loss_cls": 0.214406318962574, "loss_mask": 0.577180951833725, "loss_rpn_cls": 0.03450069949030876, "loss_rpn_loc": 0.12821505963802338, "lr": 5.697892857142857e-05, "mask_rcnn/accuracy": 0.8626476906552094, "mask_rcnn/false_negative": 0.09212432046347367, "mask_rcnn/false_positive": 0.2096975480945108, "rank_data_time": 0.003499116499824595, "roi_head/num_bg_samples": 119.5, "roi_head/num_fg_samples": 8.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.45551504749982996, "total_loss": 1.1970713529735804}
{"data_time": 0.0035129570001117827, "eta_seconds": 227.78441244010537, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 179, "loss_box_reg": 0.2663302421569824, "loss_cls": 0.1973171904683113, "loss_mask": 0.5136768817901611, "loss_rpn_cls": 0.03196060936897993, "loss_rpn_loc": 0.09740143269300461, "lr": 6.411464285714286e-05, "mask_rcnn/accuracy": 0.8572818550497121, "mask_rcnn/false_negative": 0.05405917627190679, "mask_rcnn/false_positive": 0.20643518839310243, "rank_data_time": 0.0035129570001117827, "roi_head/num_bg_samples": 119.0, "roi_head/num_fg_samples": 9.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.45933230950004145, "total_loss": 1.1517552845180035}
{"data_time": 0.0034001194994743855, "eta_seconds": 219.9919212500845, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 199, "loss_box_reg": 0.2920243889093399, "loss_cls": 0.1931477040052414, "loss_mask": 0.4675183743238449, "loss_rpn_cls": 0.022135605104267597, "loss_rpn_loc": 0.08432040736079216, "lr": 7.125035714285714e-05, "mask_rcnn/accuracy": 0.8442169278425655, "mask_rcnn/false_negative": 0.06572500827219421, "mask_rcnn/false_positive": 0.2508854165459887, "rank_data_time": 0.0034001194994743855, "roi_head/num_bg_samples": 117.75, "roi_head/num_fg_samples": 10.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.45576565700048377, "total_loss": 1.0960482265800238}
{"data_time": 0.003386478500033263, "eta_seconds": 212.06831663999765, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 219, "loss_box_reg": 0.31785376369953156, "loss_cls": 0.16264355927705765, "loss_mask": 0.37091998755931854, "loss_rpn_cls": 0.019445298239588737, "loss_rpn_loc": 0.07873468473553658, "lr": 7.838607142857142e-05, "mask_rcnn/accuracy": 0.8872257911261672, "mask_rcnn/false_negative": 0.07368245430568045, "mask_rcnn/false_positive": 0.17413162688765593, "rank_data_time": 0.003386478500033263, "roi_head/num_bg_samples": 116.75, "roi_head/num_fg_samples": 11.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.46648512899992056, "total_loss": 0.9678565210197121}
{"data_time": 0.0033831264995569654, "eta_seconds": 204.1377891499451, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 239, "loss_box_reg": 0.30680249631404877, "loss_cls": 0.16243701428174973, "loss_mask": 0.3399958461523056, "loss_rpn_cls": 0.012957070488482714, "loss_rpn_loc": 0.10608021542429924, "lr": 8.552178571428572e-05, "mask_rcnn/accuracy": 0.87766391494486, "mask_rcnn/false_negative": 0.08671493211186856, "mask_rcnn/false_positive": 0.19667708105473747, "rank_data_time": 0.0033831264995569654, "roi_head/num_bg_samples": 116.5, "roi_head/num_fg_samples": 11.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.47283294199996817, "total_loss": 0.9388343209866434}
{"data_time": 0.003494501999739441, "eta_seconds": 195.8817564002493, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.8416666666666667, "fast_rcnn/fg_cls_accuracy": 0.15833333333333333, "iteration": 259, "loss_box_reg": 0.3267822265625, "loss_cls": 0.13379644602537155, "loss_mask": 0.35716742277145386, "loss_rpn_cls": 0.015890924260020256, "loss_rpn_loc": 0.07759786024689674, "lr": 9.265750000000001e-05, "mask_rcnn/accuracy": 0.849988908606921, "mask_rcnn/false_negative": 0.11884521817009877, "mask_rcnn/false_positive": 0.15253393001188653, "rank_data_time": 0.003494501999739441, "roi_head/num_bg_samples": 117.0, "roi_head/num_fg_samples": 11.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.47172445200021684, "total_loss": 0.9295388171449304}
{"data_time": 0.003507697500026552, "eta_seconds": 187.15456095013906, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.5238095238095238, "fast_rcnn/fg_cls_accuracy": 0.47619047619047616, "iteration": 279, "loss_box_reg": 0.29714788496494293, "loss_cls": 0.13381196558475494, "loss_mask": 0.27076034247875214, "loss_rpn_cls": 0.011048323940485716, "loss_rpn_loc": 0.06805179640650749, "lr": 9.979321428571429e-05, "mask_rcnn/accuracy": 0.8841094067497128, "mask_rcnn/false_negative": 0.08854513588353091, "mask_rcnn/false_positive": 0.1125212697786181, "rank_data_time": 0.003507697500026552, "roi_head/num_bg_samples": 117.0, "roi_head/num_fg_samples": 11.0, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.465078240999901, "total_loss": 0.8243042239919305}
{"data_time": 0.0036537810001391335, "eta_seconds": 178.63361940017057, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.5185185185185185, "fast_rcnn/fg_cls_accuracy": 0.48148148148148145, "iteration": 299, "loss_box_reg": 0.32379528880119324, "loss_cls": 0.12184234708547592, "loss_mask": 0.28920118510723114, "loss_rpn_cls": 0.013276197481900454, "loss_rpn_loc": 0.039077261462807655, "lr": 0.00010692892857142857, "mask_rcnn/accuracy": 0.8678702250130821, "mask_rcnn/false_negative": 0.1421285330546702, "mask_rcnn/false_positive": 0.09168796970400528, "rank_data_time": 0.0036537810001391335, "roi_head/num_bg_samples": 115.5, "roi_head/num_fg_samples": 12.5, "rpn/num_neg_anchors": 237.5, "rpn/num_pos_anchors": 18.5, "time": 0.4757623799996509, "total_loss": 0.8201048713526689}
{"data_time": 0.0036621799999920768, "eta_seconds": 170.85617513017496, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.302945301542777, "fast_rcnn/fg_cls_accuracy": 0.697054698457223, "iteration": 319, "loss_box_reg": 0.3359609693288803, "loss_cls": 0.11160185560584068, "loss_mask": 0.25278714299201965, "loss_rpn_cls": 0.013037500903010368, "loss_rpn_loc": 0.07264917343854904, "lr": 0.00011406464285714287, "mask_rcnn/accuracy": 0.8902833454810496, "mask_rcnn/false_negative": 0.1624959847334266, "mask_rcnn/false_positive": 0.08284138666878141, "rank_data_time": 0.0036621799999920768, "roi_head/num_bg_samples": 116.0, "roi_head/num_fg_samples": 12.0, "rpn/num_neg_anchors": 228.5, "rpn/num_pos_anchors": 27.5, "time": 0.4777163905000634, "total_loss": 0.7689054567890707}
{"data_time": 0.0037534634998337424, "eta_seconds": 162.29914452003868, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.19090909090909092, "fast_rcnn/fg_cls_accuracy": 0.8090909090909091, "iteration": 339, "loss_box_reg": 0.3118791878223419, "loss_cls": 0.09701257571578026, "loss_mask": 0.29593275487422943, "loss_rpn_cls": 0.007271195529028773, "loss_rpn_loc": 0.08600903302431107, "lr": 0.00012120035714285714, "mask_rcnn/accuracy": 0.8661087185998837, "mask_rcnn/false_negative": 0.1364428233720625, "mask_rcnn/false_positive": 0.12877186794050613, "rank_data_time": 0.0037534634998337424, "roi_head/num_bg_samples": 115.25, "roi_head/num_fg_samples": 12.75, "rpn/num_neg_anchors": 226.75, "rpn/num_pos_anchors": 29.25, "time": 0.47770200049944833, "total_loss": 0.8295107290614396}
{"data_time": 0.003697660000398173, "eta_seconds": 153.73968206997233, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.126657824933687, "fast_rcnn/fg_cls_accuracy": 0.873342175066313, "iteration": 359, "loss_box_reg": 0.33683857321739197, "loss_cls": 0.10999788343906403, "loss_mask": 0.2079765796661377, "loss_rpn_cls": 0.008124302607029676, "loss_rpn_loc": 0.07761989161372185, "lr": 0.00012833607142857144, "mask_rcnn/accuracy": 0.9115178571428572, "mask_rcnn/false_negative": 0.11008700078817703, "mask_rcnn/false_positive": 0.07687437543912845, "rank_data_time": 0.003697660000398173, "roi_head/num_bg_samples": 113.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.47087475650005217, "total_loss": 0.7557847128191497}
{"data_time": 0.0036152005000076315, "eta_seconds": 145.19501919989125, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.12290969899665552, "fast_rcnn/fg_cls_accuracy": 0.8770903010033444, "iteration": 379, "loss_box_reg": 0.2847292423248291, "loss_cls": 0.09129489585757256, "loss_mask": 0.24294790625572205, "loss_rpn_cls": 0.006960302125662565, "loss_rpn_loc": 0.10607319697737694, "lr": 0.00013547178571428573, "mask_rcnn/accuracy": 0.8905845626293996, "mask_rcnn/false_negative": 0.08195196891502127, "mask_rcnn/false_positive": 0.12480519776920307, "rank_data_time": 0.0036152005000076315, "roi_head/num_bg_samples": 114.5, "roi_head/num_fg_samples": 13.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.4736449824999909, "total_loss": 0.7490264410153031}
{"data_time": 0.003559286500149028, "eta_seconds": 136.54309394996744, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.11233019853709508, "fast_rcnn/fg_cls_accuracy": 0.887669801462905, "iteration": 399, "loss_box_reg": 0.25820212066173553, "loss_cls": 0.08496055006980896, "loss_mask": 0.24126546829938889, "loss_rpn_cls": 0.011493745259940624, "loss_rpn_loc": 0.07552090659737587, "lr": 0.0001426075, "mask_rcnn/accuracy": 0.9000302772624201, "mask_rcnn/false_negative": 0.0890507934944664, "mask_rcnn/false_positive": 0.11846810641457452, "rank_data_time": 0.003559286500149028, "roi_head/num_bg_samples": 114.75, "roi_head/num_fg_samples": 13.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.48146927899961156, "total_loss": 0.73931745858863}
{"data_time": 0.0037240714996187307, "eta_seconds": 127.62278577996767, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.12610837438423644, "fast_rcnn/fg_cls_accuracy": 0.8738916256157635, "iteration": 419, "loss_box_reg": 0.2511710822582245, "loss_cls": 0.09750082343816757, "loss_mask": 0.22331277281045914, "loss_rpn_cls": 0.005460844142362475, "loss_rpn_loc": 0.05887410044670105, "lr": 0.0001497432142857143, "mask_rcnn/accuracy": 0.9050423053836919, "mask_rcnn/false_negative": 0.09890630352396984, "mask_rcnn/false_positive": 0.08120819213788388, "rank_data_time": 0.0037240714996187307, "roi_head/num_bg_samples": 113.5, "roi_head/num_fg_samples": 14.5, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.48419130049978776, "total_loss": 0.6551259853295051}
{"data_time": 0.0036869230002594122, "eta_seconds": 118.67831846004265, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.10101010101010101, "fast_rcnn/fg_cls_accuracy": 0.898989898989899, "iteration": 439, "loss_box_reg": 0.22340501844882965, "loss_cls": 0.09046948701143265, "loss_mask": 0.21122148633003235, "loss_rpn_cls": 0.006889760959893465, "loss_rpn_loc": 0.0671471431851387, "lr": 0.00015687892857142857, "mask_rcnn/accuracy": 0.9064261418853256, "mask_rcnn/false_negative": 0.10159122423985736, "mask_rcnn/false_positive": 0.08632744702398423, "rank_data_time": 0.0036869230002594122, "roi_head/num_bg_samples": 114.25, "roi_head/num_fg_samples": 13.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.48796777899997323, "total_loss": 0.6081950832776783}
{"data_time": 0.0037131280000721745, "eta_seconds": 109.74230052004714, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.1176923076923077, "fast_rcnn/fg_cls_accuracy": 0.8823076923076922, "iteration": 459, "loss_box_reg": 0.22347911447286606, "loss_cls": 0.09642339870333672, "loss_mask": 0.26861776411533356, "loss_rpn_cls": 0.0028280424885451794, "loss_rpn_loc": 0.06986115872859955, "lr": 0.00016401464285714285, "mask_rcnn/accuracy": 0.8868945377606579, "mask_rcnn/false_negative": 0.13602697466339597, "mask_rcnn/false_positive": 0.09092029852930736, "rank_data_time": 0.0037131280000721745, "roi_head/num_bg_samples": 114.25, "roi_head/num_fg_samples": 13.75, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.48917505600002187, "total_loss": 0.6615215893834829}
{"data_time": 0.003749750499991933, "eta_seconds": 100.71855288004372, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.11805555555555555, "fast_rcnn/fg_cls_accuracy": 0.8819444444444444, "iteration": 479, "loss_box_reg": 0.20536498725414276, "loss_cls": 0.08564690500497818, "loss_mask": 0.19574859738349915, "loss_rpn_cls": 0.00905168754979968, "loss_rpn_loc": 0.054714007303118706, "lr": 0.00017115035714285716, "mask_rcnn/accuracy": 0.9159013605442177, "mask_rcnn/false_negative": 0.11610894905807465, "mask_rcnn/false_positive": 0.05656676830024045, "rank_data_time": 0.003749750499991933, "roi_head/num_bg_samples": 112.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 234.5, "rpn/num_pos_anchors": 21.5, "time": 0.4712537495001925, "total_loss": 0.5619608745910227}
{"data_time": 0.0037821285000063654, "eta_seconds": 91.78895400000329, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.14102564102564102, "fast_rcnn/fg_cls_accuracy": 0.858974358974359, "iteration": 499, "loss_box_reg": 0.20991136133670807, "loss_cls": 0.09022549167275429, "loss_mask": 0.21557023376226425, "loss_rpn_cls": 0.0074027173686772585, "loss_rpn_loc": 0.06049375236034393, "lr": 0.0001782860714285714, "mask_rcnn/accuracy": 0.9093742407677357, "mask_rcnn/false_negative": 0.08385340264011786, "mask_rcnn/false_positive": 0.11181375636159385, "rank_data_time": 0.0037821285000063654, "roi_head/num_bg_samples": 112.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 234.0, "rpn/num_pos_anchors": 22.0, "time": 0.4765629664998414, "total_loss": 0.5893525605206378}
{"data_time": 0.0036926135003341187, "eta_seconds": 82.76028768006654, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08888888888888888, "fast_rcnn/fg_cls_accuracy": 0.9111111111111111, "iteration": 519, "loss_box_reg": 0.19415344297885895, "loss_cls": 0.08555765450000763, "loss_mask": 0.2227007821202278, "loss_rpn_cls": 0.002334106364287436, "loss_rpn_loc": 0.06815861165523529, "lr": 0.00018542178571428572, "mask_rcnn/accuracy": 0.8978698666198666, "mask_rcnn/false_negative": 0.07734927766031342, "mask_rcnn/false_positive": 0.13926085820548745, "rank_data_time": 0.0036926135003341187, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.4927445644998443, "total_loss": 0.5844125497387722}
{"data_time": 0.0037420314997689275, "eta_seconds": 73.9467966400116, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.04523809523809524, "fast_rcnn/fg_cls_accuracy": 0.9547619047619047, "iteration": 539, "loss_box_reg": 0.14998243004083633, "loss_cls": 0.06553278490900993, "loss_mask": 0.21499548852443695, "loss_rpn_cls": 0.0055721953976899385, "loss_rpn_loc": 0.046733176335692406, "lr": 0.0001925575, "mask_rcnn/accuracy": 0.9073033348677817, "mask_rcnn/false_negative": 0.08332757955881431, "mask_rcnn/false_positive": 0.09192660594058141, "rank_data_time": 0.0037420314997689275, "roi_head/num_bg_samples": 114.0, "roi_head/num_fg_samples": 14.0, "rpn/num_neg_anchors": 233.75, "rpn/num_pos_anchors": 22.25, "time": 0.49500038600035623, "total_loss": 0.5072310487739742}
{"data_time": 0.003759009500299726, "eta_seconds": 64.78745118997722, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.08496732026143791, "fast_rcnn/fg_cls_accuracy": 0.9150326797385621, "iteration": 559, "loss_box_reg": 0.17930273711681366, "loss_cls": 0.0942644402384758, "loss_mask": 0.21339433640241623, "loss_rpn_cls": 0.0035874020541086793, "loss_rpn_loc": 0.05831233225762844, "lr": 0.0001996932142857143, "mask_rcnn/accuracy": 0.9005338246409675, "mask_rcnn/false_negative": 0.0914556113545883, "mask_rcnn/false_positive": 0.08140700045764929, "rank_data_time": 0.003759009500299726, "roi_head/num_bg_samples": 113.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.4944166249997579, "total_loss": 0.5595792256935965}
{"data_time": 0.0036943885006621713, "eta_seconds": 55.62398879998, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.15461049284578698, "fast_rcnn/fg_cls_accuracy": 0.845389507154213, "iteration": 579, "loss_box_reg": 0.17603452503681183, "loss_cls": 0.0816173329949379, "loss_mask": 0.21824263036251068, "loss_rpn_cls": 0.007645993260666728, "loss_rpn_loc": 0.07450061477720737, "lr": 0.0002068289285714286, "mask_rcnn/accuracy": 0.904424046404276, "mask_rcnn/false_negative": 0.08929831000800385, "mask_rcnn/false_positive": 0.09308134784816835, "rank_data_time": 0.0036943885006621713, "roi_head/num_bg_samples": 113.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.4929109919999064, "total_loss": 0.6049152411869727}
{"data_time": 0.00365721099979055, "eta_seconds": 46.40626995001185, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.08759590792838876, "fast_rcnn/fg_cls_accuracy": 0.9124040920716112, "iteration": 599, "loss_box_reg": 0.15636031329631805, "loss_cls": 0.07792495936155319, "loss_mask": 0.2087734192609787, "loss_rpn_cls": 0.005678574554622173, "loss_rpn_loc": 0.08089255169034004, "lr": 0.00021396464285714287, "mask_rcnn/accuracy": 0.9081391079158936, "mask_rcnn/false_negative": 0.09015029379904499, "mask_rcnn/false_positive": 0.10723657451407212, "rank_data_time": 0.00365721099979055, "roi_head/num_bg_samples": 113.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.49553961800029356, "total_loss": 0.5236675433116034}
{"data_time": 0.003617596500134823, "eta_seconds": 37.1315181600221, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.1188235294117647, "fast_rcnn/fg_cls_accuracy": 0.8811764705882352, "iteration": 619, "loss_box_reg": 0.17211482673883438, "loss_cls": 0.07013526931405067, "loss_mask": 0.1758570596575737, "loss_rpn_cls": 0.007695258129388094, "loss_rpn_loc": 0.07403737306594849, "lr": 0.00022110035714285715, "mask_rcnn/accuracy": 0.9297373769462773, "mask_rcnn/false_negative": 0.09283916951677375, "mask_rcnn/false_positive": 0.06840244330379258, "rank_data_time": 0.003617596500134823, "roi_head/num_bg_samples": 113.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.49189781250015585, "total_loss": 0.5402916518505663}
{"data_time": 0.0036008775000482274, "eta_seconds": 27.920545770011813, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.067816091954023, "fast_rcnn/fg_cls_accuracy": 0.9321839080459771, "iteration": 639, "loss_box_reg": 0.1788003295660019, "loss_cls": 0.07208756357431412, "loss_mask": 0.209398053586483, "loss_rpn_cls": 0.008411426097154617, "loss_rpn_loc": 0.0830080583691597, "lr": 0.0002282360714285714, "mask_rcnn/accuracy": 0.9076765574650913, "mask_rcnn/false_negative": 0.08597727345467943, "mask_rcnn/false_positive": 0.10857872428651771, "rank_data_time": 0.0036008775000482274, "roi_head/num_bg_samples": 112.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.49410630599959404, "total_loss": 0.6193827029783279}
{"data_time": 0.003633084500052064, "eta_seconds": 18.63730522001788, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.08285714285714285, "fast_rcnn/fg_cls_accuracy": 0.9171428571428571, "iteration": 659, "loss_box_reg": 0.17465902119874954, "loss_cls": 0.07155084237456322, "loss_mask": 0.2024393081665039, "loss_rpn_cls": 0.007042567478492856, "loss_rpn_loc": 0.05692053958773613, "lr": 0.00023537178571428571, "mask_rcnn/accuracy": 0.9105149872448979, "mask_rcnn/false_negative": 0.08789886001460775, "mask_rcnn/false_positive": 0.08173196720891532, "rank_data_time": 0.003633084500052064, "roi_head/num_bg_samples": 111.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 228.0, "rpn/num_pos_anchors": 28.0, "time": 0.49320216200021605, "total_loss": 0.48620034391933586}
{"data_time": 0.0035843655000462604, "eta_seconds": 9.324771870005861, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.0874384236453202, "fast_rcnn/fg_cls_accuracy": 0.9125615763546798, "iteration": 679, "loss_box_reg": 0.14152587205171585, "loss_cls": 0.06877144053578377, "loss_mask": 0.16058509051799774, "loss_rpn_cls": 0.00430549681186676, "loss_rpn_loc": 0.04407688230276108, "lr": 0.0002425075, "mask_rcnn/accuracy": 0.9319688973987764, "mask_rcnn/false_negative": 0.07947564293748484, "mask_rcnn/false_positive": 0.0660037069545895, "rank_data_time": 0.0035843655000462604, "roi_head/num_bg_samples": 114.25, "roi_head/num_fg_samples": 13.75, "rpn/num_neg_anchors": 233.25, "rpn/num_pos_anchors": 22.75, "time": 0.47669114199970863, "total_loss": 0.4839451190782711}
{"data_time": 0.0038115605002531083, "eta_seconds": 0.0, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.1492857142857143, "fast_rcnn/fg_cls_accuracy": 0.8507142857142858, "iteration": 699, "loss_box_reg": 0.16071799397468567, "loss_cls": 0.08305571973323822, "loss_mask": 0.20454292744398117, "loss_rpn_cls": 0.006732881534844637, "loss_rpn_loc": 0.058447279036045074, "lr": 0.0002496432142857143, "mask_rcnn/accuracy": 0.9063288621900374, "mask_rcnn/false_negative": 0.06264874090664181, "mask_rcnn/false_positive": 0.12929404822191864, "rank_data_time": 0.0038115605002531083, "roi_head/num_bg_samples": 114.25, "roi_head/num_fg_samples": 13.75, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.493782767000539, "total_loss": 0.5172510555712506}
{"data_time": 0.003345649000010553, "eta_seconds": 305.5951422800092, "fast_rcnn/cls_accuracy": 0.498046875, "fast_rcnn/false_negative": 0.20141700404858298, "fast_rcnn/fg_cls_accuracy": 0.798582995951417, "iteration": 19, "loss_box_reg": 0.41009339690208435, "loss_cls": 0.711594432592392, "loss_mask": 0.6881173849105835, "loss_rpn_cls": 0.027578693814575672, "loss_rpn_loc": 0.010109372902661562, "lr": 7.028928571428572e-06, "mask_rcnn/accuracy": 0.8126791686574295, "mask_rcnn/false_negative": 0.21032915453510492, "mask_rcnn/false_positive": 0.10961021750271882, "rank_data_time": 0.003345649000010553, "roi_head/num_bg_samples": 115.0, "roi_head/num_fg_samples": 13.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.44940462100001355, "total_loss": 1.820446869591251}
{"data_time": 0.0033903000000066186, "eta_seconds": 295.4672836500106, "fast_rcnn/cls_accuracy": 0.853515625, "fast_rcnn/false_negative": 0.7962962962962963, "fast_rcnn/fg_cls_accuracy": 0.2037037037037037, "iteration": 39, "loss_box_reg": 0.3770699203014374, "loss_cls": 0.5724631249904633, "loss_mask": 0.6837830245494843, "loss_rpn_cls": 0.02690306957811117, "loss_rpn_loc": 0.011470947414636612, "lr": 1.4164642857142858e-05, "mask_rcnn/accuracy": 0.7792958529565672, "mask_rcnn/false_negative": 0.08103809475015625, "mask_rcnn/false_positive": 0.3807235304826536, "rank_data_time": 0.0033903000000066186, "roi_head/num_bg_samples": 116.25, "roi_head/num_fg_samples": 11.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4453749215000187, "total_loss": 1.6394873475655913}
{"data_time": 0.003497938000009526, "eta_seconds": 287.45237215998714, "fast_rcnn/cls_accuracy": 0.89453125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.38595326244831085, "loss_cls": 0.4055815786123276, "loss_mask": 0.6732241213321686, "loss_rpn_cls": 0.02199111133813858, "loss_rpn_loc": 0.009654716588556767, "lr": 2.130035714285714e-05, "mask_rcnn/accuracy": 0.7196534863945578, "mask_rcnn/false_negative": 0.014889967991242835, "mask_rcnn/false_positive": 0.6314489096698866, "rank_data_time": 0.003497938000009526, "roi_head/num_bg_samples": 115.0, "roi_head/num_fg_samples": 13.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4518077224999786, "total_loss": 1.533523119869642}
{"data_time": 0.0035295634999670256, "eta_seconds": 279.9220618300069, "fast_rcnn/cls_accuracy": 0.888671875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.4318533092737198, "loss_cls": 0.3285380154848099, "loss_mask": 0.6569653451442719, "loss_rpn_cls": 0.011938832700252533, "loss_rpn_loc": 0.007993185892701149, "lr": 2.843607142857143e-05, "mask_rcnn/accuracy": 0.6734840029761904, "mask_rcnn/false_negative": 0.011973410915581111, "mask_rcnn/false_positive": 0.7000678885708911, "rank_data_time": 0.0035295634999670256, "roi_head/num_bg_samples": 113.75, "roi_head/num_fg_samples": 14.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.4572775315000115, "total_loss": 1.4429153855890036}
{"data_time": 0.0035680029999696217, "eta_seconds": 270.7876754999859, "fast_rcnn/cls_accuracy": 0.869140625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.5025964975357056, "loss_cls": 0.3265426903963089, "loss_mask": 0.6248477399349213, "loss_rpn_cls": 0.00517936353571713, "loss_rpn_loc": 0.009294149000197649, "lr": 3.5571785714285716e-05, "mask_rcnn/accuracy": 0.716295609152752, "mask_rcnn/false_negative": 0.012403673687075017, "mask_rcnn/false_positive": 0.6136129750117888, "rank_data_time": 0.0035680029999696217, "roi_head/num_bg_samples": 111.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4385221299999671, "total_loss": 1.483334902790375}
{"data_time": 0.0035765135000076498, "eta_seconds": 261.80902952999816, "fast_rcnn/cls_accuracy": 0.861328125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 119, "loss_box_reg": 0.5559650957584381, "loss_cls": 0.3057519942522049, "loss_mask": 0.5936773419380188, "loss_rpn_cls": 0.003400797606445849, "loss_rpn_loc": 0.006589984288439155, "lr": 4.2707500000000004e-05, "mask_rcnn/accuracy": 0.7377459912536443, "mask_rcnn/false_negative": 0.011792040682437109, "mask_rcnn/false_positive": 0.5411182525862952, "rank_data_time": 0.0035765135000076498, "roi_head/num_bg_samples": 110.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4561010959999976, "total_loss": 1.4236721851630136}
{"data_time": 0.0035781514999939645, "eta_seconds": 252.83283004000623, "fast_rcnn/cls_accuracy": 0.86328125, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 139, "loss_box_reg": 0.5431585311889648, "loss_cls": 0.2875075042247772, "loss_mask": 0.5526972413063049, "loss_rpn_cls": 0.003123804577626288, "loss_rpn_loc": 0.005481187021359801, "lr": 4.9843214285714285e-05, "mask_rcnn/accuracy": 0.7895404286334595, "mask_rcnn/false_negative": 0.02096878905137909, "mask_rcnn/false_positive": 0.43139167926840316, "rank_data_time": 0.0035781514999939645, "roi_head/num_bg_samples": 110.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.46211752350001234, "total_loss": 1.424664675418171}
{"data_time": 0.0035070939999855, "eta_seconds": 244.9962026099911, "fast_rcnn/cls_accuracy": 0.8671875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 159, "loss_box_reg": 0.5160576701164246, "loss_cls": 0.2608974725008011, "loss_mask": 0.4932466596364975, "loss_rpn_cls": 0.005535861710086465, "loss_rpn_loc": 0.006057451944798231, "lr": 5.697892857142857e-05, "mask_rcnn/accuracy": 0.8295910030678938, "mask_rcnn/false_negative": 0.02554016354016354, "mask_rcnn/false_positive": 0.35357765800167934, "rank_data_time": 0.0035070939999855, "roi_head/num_bg_samples": 111.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.46862435700001015, "total_loss": 1.301695400805329}
{"data_time": 0.003533603499988658, "eta_seconds": 236.4911876599956, "fast_rcnn/cls_accuracy": 0.859375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 179, "loss_box_reg": 0.5518385767936707, "loss_cls": 0.24584189802408218, "loss_mask": 0.445887491106987, "loss_rpn_cls": 0.001699787622783333, "loss_rpn_loc": 0.005148865282535553, "lr": 6.411464285714286e-05, "mask_rcnn/accuracy": 0.8421572227375799, "mask_rcnn/false_negative": 0.11086191350416874, "mask_rcnn/false_positive": 0.23026110760708582, "rank_data_time": 0.003533603499988658, "roi_head/num_bg_samples": 109.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.47199727350002263, "total_loss": 1.278985530254431}
{"data_time": 0.0035433510000189017, "eta_seconds": 227.28578649999065, "fast_rcnn/cls_accuracy": 0.876953125, "fast_rcnn/false_negative": 0.8257575757575758, "fast_rcnn/fg_cls_accuracy": 0.17424242424242425, "iteration": 199, "loss_box_reg": 0.591889500617981, "loss_cls": 0.23443129658699036, "loss_mask": 0.389165997505188, "loss_rpn_cls": 0.0021288018906489015, "loss_rpn_loc": 0.004739896627143025, "lr": 7.125035714285714e-05, "mask_rcnn/accuracy": 0.8554008152173913, "mask_rcnn/false_negative": 0.11775744982639819, "mask_rcnn/false_positive": 0.14352246023417753, "rank_data_time": 0.0035433510000189017, "roi_head/num_bg_samples": 107.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.453489514499978, "total_loss": 1.2044631244334596}
{"data_time": 0.003586157000000867, "eta_seconds": 218.20816848000504, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.4583333333333333, "fast_rcnn/fg_cls_accuracy": 0.5416666666666667, "iteration": 219, "loss_box_reg": 0.5622106790542603, "loss_cls": 0.2010752111673355, "loss_mask": 0.36820925772190094, "loss_rpn_cls": 0.0007407765951938927, "loss_rpn_loc": 0.00486671132966876, "lr": 7.838607142857142e-05, "mask_rcnn/accuracy": 0.8421818329453797, "mask_rcnn/false_negative": 0.08851295754313167, "mask_rcnn/false_positive": 0.19744784238222118, "rank_data_time": 0.003586157000000867, "roi_head/num_bg_samples": 108.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.46502014050000184, "total_loss": 1.1789057256828528}
{"data_time": 0.003595124500009206, "eta_seconds": 209.31978482999625, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.39023297491039427, "fast_rcnn/fg_cls_accuracy": 0.6097670250896057, "iteration": 239, "loss_box_reg": 0.5271240472793579, "loss_cls": 0.17755130678415298, "loss_mask": 0.332031711935997, "loss_rpn_cls": 0.0010800819145515561, "loss_rpn_loc": 0.004398844670504332, "lr": 8.552178571428572e-05, "mask_rcnn/accuracy": 0.8621825609943226, "mask_rcnn/false_negative": 0.14392189924231485, "mask_rcnn/false_positive": 0.11389854491296517, "rank_data_time": 0.003595124500009206, "roi_head/num_bg_samples": 109.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.4762692459999869, "total_loss": 1.0562975566863315}
{"data_time": 0.0035073560000000725, "eta_seconds": 200.75690976001397, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1277056277056277, "fast_rcnn/fg_cls_accuracy": 0.8722943722943723, "iteration": 259, "loss_box_reg": 0.5751486420631409, "loss_cls": 0.14598564058542252, "loss_mask": 0.32946549355983734, "loss_rpn_cls": 0.0006854459061287344, "loss_rpn_loc": 0.005227341316640377, "lr": 9.265750000000001e-05, "mask_rcnn/accuracy": 0.8506138392857143, "mask_rcnn/false_negative": 0.08535793613399342, "mask_rcnn/false_positive": 0.15028862681887156, "rank_data_time": 0.0035073560000000725, "roi_head/num_bg_samples": 107.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.48288488500000426, "total_loss": 1.0351856822380796}
{"data_time": 0.0036638420000372207, "eta_seconds": 192.07010801999672, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.19279907084785133, "fast_rcnn/fg_cls_accuracy": 0.8072009291521487, "iteration": 279, "loss_box_reg": 0.5351245999336243, "loss_cls": 0.1466815397143364, "loss_mask": 0.34720367193222046, "loss_rpn_cls": 0.0013448542449623346, "loss_rpn_loc": 0.005865441868081689, "lr": 9.979321428571429e-05, "mask_rcnn/accuracy": 0.8461528182701652, "mask_rcnn/false_negative": 0.07852198238615474, "mask_rcnn/false_positive": 0.1995005922019626, "rank_data_time": 0.0036638420000372207, "roi_head/num_bg_samples": 107.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.47901801400001887, "total_loss": 1.0523892213823274}
{"data_time": 0.003714304499993659, "eta_seconds": 182.9675744000042, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.08001422475106686, "fast_rcnn/fg_cls_accuracy": 0.9199857752489331, "iteration": 299, "loss_box_reg": 0.5319240689277649, "loss_cls": 0.12422420084476471, "loss_mask": 0.2997981011867523, "loss_rpn_cls": 0.00011294717114651576, "loss_rpn_loc": 0.00511506199836731, "lr": 0.00010692892857142857, "mask_rcnn/accuracy": 0.8691880540094825, "mask_rcnn/false_negative": 0.13952442059831882, "mask_rcnn/false_positive": 0.1021971611917403, "rank_data_time": 0.003714304499993659, "roi_head/num_bg_samples": 106.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.46825995000000376, "total_loss": 1.0063799897579884}
{"data_time": 0.0037375050000036936, "eta_seconds": 174.19097153000507, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.11784897025171624, "fast_rcnn/fg_cls_accuracy": 0.8821510297482837, "iteration": 319, "loss_box_reg": 0.47102637588977814, "loss_cls": 0.13492196053266525, "loss_mask": 0.2579878568649292, "loss_rpn_cls": 0.0006472530076280236, "loss_rpn_loc": 0.006483361357823014, "lr": 0.00011406464285714287, "mask_rcnn/accuracy": 0.884827361177029, "mask_rcnn/false_negative": 0.10667709655650334, "mask_rcnn/false_positive": 0.10362955522762621, "rank_data_time": 0.0037375050000036936, "roi_head/num_bg_samples": 107.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4821071819999929, "total_loss": 0.9064798866820638}
{"data_time": 0.003822323500003222, "eta_seconds": 165.39576317999376, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.07870370370370369, "fast_rcnn/fg_cls_accuracy": 0.9212962962962963, "iteration": 339, "loss_box_reg": 0.45817579329013824, "loss_cls": 0.10985954850912094, "loss_mask": 0.3410962224006653, "loss_rpn_cls": 0.0002470927192916861, "loss_rpn_loc": 0.006221019895747304, "lr": 0.00012120035714285714, "mask_rcnn/accuracy": 0.8582865646258504, "mask_rcnn/false_negative": 0.10045141329161322, "mask_rcnn/false_positive": 0.15417225727605116, "rank_data_time": 0.003822323500003222, "roi_head/num_bg_samples": 103.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4939496380000037, "total_loss": 0.9021410649331756}
{"data_time": 0.0035774489999766956, "eta_seconds": 157.07871599000782, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.019294990723562153, "fast_rcnn/fg_cls_accuracy": 0.9807050092764378, "iteration": 359, "loss_box_reg": 0.3981548249721527, "loss_cls": 0.12117571383714676, "loss_mask": 0.28371433913707733, "loss_rpn_cls": 0.0030857283854857087, "loss_rpn_loc": 0.006659334758296609, "lr": 0.00012833607142857144, "mask_rcnn/accuracy": 0.8859825592195447, "mask_rcnn/false_negative": 0.12130378444136777, "mask_rcnn/false_positive": 0.08208078846967226, "rank_data_time": 0.0035774489999766956, "roi_head/num_bg_samples": 102.75, "roi_head/num_fg_samples": 25.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4898005289999787, "total_loss": 0.798853132117074}
{"data_time": 0.003307754499985549, "eta_seconds": 148.1028129599963, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.11891679748822606, "fast_rcnn/fg_cls_accuracy": 0.8810832025117739, "iteration": 379, "loss_box_reg": 0.3880423456430435, "loss_cls": 0.10111097991466522, "loss_mask": 0.2951558232307434, "loss_rpn_cls": 6.228574056876823e-05, "loss_rpn_loc": 0.006816564593464136, "lr": 0.00013547178571428573, "mask_rcnn/accuracy": 0.8687391056195721, "mask_rcnn/false_negative": 0.12356714589396683, "mask_rcnn/false_positive": 0.13193013771979442, "rank_data_time": 0.003307754499985549, "roi_head/num_bg_samples": 103.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4809270634999905, "total_loss": 0.7875191790772078}
{"data_time": 0.0036737450000146055, "eta_seconds": 139.38136874999145, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.0521680216802168, "fast_rcnn/fg_cls_accuracy": 0.9478319783197832, "iteration": 399, "loss_box_reg": 0.3619542419910431, "loss_cls": 0.09839523956179619, "loss_mask": 0.2895924746990204, "loss_rpn_cls": 0.000181407158379443, "loss_rpn_loc": 0.005697399144992232, "lr": 0.0001426075, "mask_rcnn/accuracy": 0.8726385962548284, "mask_rcnn/false_negative": 0.11104167652952354, "mask_rcnn/false_positive": 0.15281257622127453, "rank_data_time": 0.0036737450000146055, "roi_head/num_bg_samples": 105.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4971212959999889, "total_loss": 0.7738422872425872}
{"data_time": 0.003825653499973214, "eta_seconds": 130.27155302000097, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.06091058244462674, "fast_rcnn/fg_cls_accuracy": 0.9390894175553732, "iteration": 419, "loss_box_reg": 0.3736204355955124, "loss_cls": 0.0941745787858963, "loss_mask": 0.2576155364513397, "loss_rpn_cls": 0.00019265659648226574, "loss_rpn_loc": 0.006300156004726887, "lr": 0.0001497432142857143, "mask_rcnn/accuracy": 0.8897763952519784, "mask_rcnn/false_negative": 0.10154555929990401, "mask_rcnn/false_positive": 0.11829299783132363, "rank_data_time": 0.003825653499973214, "roi_head/num_bg_samples": 104.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49309677899998405, "total_loss": 0.7497453463729471}
{"data_time": 0.003752492499984328, "eta_seconds": 121.1143243700161, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.040884438881935756, "fast_rcnn/fg_cls_accuracy": 0.9591155611180643, "iteration": 439, "loss_box_reg": 0.3804570883512497, "loss_cls": 0.09564026817679405, "loss_mask": 0.2824617475271225, "loss_rpn_cls": 0.002197947760578245, "loss_rpn_loc": 0.0068316522520035505, "lr": 0.00015687892857142857, "mask_rcnn/accuracy": 0.8817912300055157, "mask_rcnn/false_negative": 0.11354402811521079, "mask_rcnn/false_positive": 0.1284056599322181, "rank_data_time": 0.003752492499984328, "roi_head/num_bg_samples": 105.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.47206188999996357, "total_loss": 0.7661407310288268}
{"data_time": 0.003577616000029593, "eta_seconds": 112.14792816000454, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.05692803437164339, "fast_rcnn/fg_cls_accuracy": 0.9430719656283566, "iteration": 459, "loss_box_reg": 0.36385340988636017, "loss_cls": 0.10162346437573433, "loss_mask": 0.2304294854402542, "loss_rpn_cls": 0.0004174701898591593, "loss_rpn_loc": 0.004807004006579518, "lr": 0.00016401464285714285, "mask_rcnn/accuracy": 0.8983417506678785, "mask_rcnn/false_negative": 0.09169828058993387, "mask_rcnn/false_positive": 0.12102869308594595, "rank_data_time": 0.003577616000029593, "roi_head/num_bg_samples": 104.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49516363050003065, "total_loss": 0.6970714320468687}
{"data_time": 0.0036525434999816753, "eta_seconds": 102.94614693000938, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.06252713851498046, "fast_rcnn/fg_cls_accuracy": 0.9374728614850196, "iteration": 479, "loss_box_reg": 0.3384561091661453, "loss_cls": 0.1092219278216362, "loss_mask": 0.29195472598075867, "loss_rpn_cls": 0.00048798036004882306, "loss_rpn_loc": 0.005556829739362001, "lr": 0.00017115035714285716, "mask_rcnn/accuracy": 0.878835602519813, "mask_rcnn/false_negative": 0.13306107457037356, "mask_rcnn/false_positive": 0.11654885686409036, "rank_data_time": 0.0036525434999816753, "roi_head/num_bg_samples": 106.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4991779365000184, "total_loss": 0.8178227556491038}
{"data_time": 0.0036770974999740247, "eta_seconds": 93.7034218000008, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.05788497217068646, "fast_rcnn/fg_cls_accuracy": 0.9421150278293136, "iteration": 499, "loss_box_reg": 0.32526494562625885, "loss_cls": 0.07313836738467216, "loss_mask": 0.2090413197875023, "loss_rpn_cls": 0.00015910683578113094, "loss_rpn_loc": 0.005455616395920515, "lr": 0.0001782860714285714, "mask_rcnn/accuracy": 0.9069821168263223, "mask_rcnn/false_negative": 0.1010083410998108, "mask_rcnn/false_positive": 0.11120646553793528, "rank_data_time": 0.0036770974999740247, "roi_head/num_bg_samples": 104.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.49802596200004245, "total_loss": 0.6278406907413228}
{"data_time": 0.0035922300000379437, "eta_seconds": 84.40281314999879, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.10842175066312998, "fast_rcnn/fg_cls_accuracy": 0.89157824933687, "iteration": 519, "loss_box_reg": 0.3324756622314453, "loss_cls": 0.10243803262710571, "loss_mask": 0.3011763244867325, "loss_rpn_cls": 3.787936202570563e-05, "loss_rpn_loc": 0.004534685518592596, "lr": 0.00018542178571428572, "mask_rcnn/accuracy": 0.8584816001872446, "mask_rcnn/false_negative": 0.12726279340983487, "mask_rcnn/false_positive": 0.11291455098500752, "rank_data_time": 0.0035922300000379437, "roi_head/num_bg_samples": 105.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.4936236770000164, "total_loss": 0.7394133899113058}
{"data_time": 0.0036286370000198076, "eta_seconds": 75.03153119999752, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.0582579185520362, "fast_rcnn/fg_cls_accuracy": 0.9417420814479638, "iteration": 539, "loss_box_reg": 0.35182666778564453, "loss_cls": 0.0937185175716877, "loss_mask": 0.260413721203804, "loss_rpn_cls": 0.0010356403508922085, "loss_rpn_loc": 0.004562912508845329, "lr": 0.0001925575, "mask_rcnn/accuracy": 0.8884845853234911, "mask_rcnn/false_negative": 0.07081348184011116, "mask_rcnn/false_positive": 0.14932335952690565, "rank_data_time": 0.0036286370000198076, "roi_head/num_bg_samples": 103.0, "roi_head/num_fg_samples": 25.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.48501817649997747, "total_loss": 0.6978148729540408}
{"data_time": 0.003779676500016649, "eta_seconds": 65.88664089000304, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.09901960784313726, "fast_rcnn/fg_cls_accuracy": 0.9009803921568628, "iteration": 559, "loss_box_reg": 0.3641367256641388, "loss_cls": 0.10765103250741959, "loss_mask": 0.2608992010354996, "loss_rpn_cls": 0.0003772732598008588, "loss_rpn_loc": 0.004559131804853678, "lr": 0.0001996932142857143, "mask_rcnn/accuracy": 0.8876651241892106, "mask_rcnn/false_negative": 0.09757970013590908, "mask_rcnn/false_positive": 0.12378212206001321, "rank_data_time": 0.003779676500016649, "roi_head/num_bg_samples": 105.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5002518804999454, "total_loss": 0.7217568973144353}
{"data_time": 0.003781825499970637, "eta_seconds": 56.607239999998455, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.044329573934837094, "fast_rcnn/fg_cls_accuracy": 0.955670426065163, "iteration": 579, "loss_box_reg": 0.3112674653530121, "loss_cls": 0.08643117174506187, "loss_mask": 0.2471729964017868, "loss_rpn_cls": 0.000235108811466489, "loss_rpn_loc": 0.005012816749513149, "lr": 0.0002068289285714286, "mask_rcnn/accuracy": 0.8970038525614328, "mask_rcnn/false_negative": 0.10610671085633974, "mask_rcnn/false_positive": 0.08205161089438551, "rank_data_time": 0.003781825499970637, "roi_head/num_bg_samples": 103.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49973673499999904, "total_loss": 0.651832545932848}
{"data_time": 0.0038123990000258345, "eta_seconds": 47.200793050001266, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.07653061224489796, "fast_rcnn/fg_cls_accuracy": 0.9234693877551021, "iteration": 599, "loss_box_reg": 0.3266305476427078, "loss_cls": 0.09191164746880531, "loss_mask": 0.23347257822752, "loss_rpn_cls": 4.9882675739354454e-05, "loss_rpn_loc": 0.0034806226613000035, "lr": 0.00021396464285714287, "mask_rcnn/accuracy": 0.8929762224438648, "mask_rcnn/false_negative": 0.08502917962602444, "mask_rcnn/false_positive": 0.12820920534534597, "rank_data_time": 0.0038123990000258345, "roi_head/num_bg_samples": 102.25, "roi_head/num_fg_samples": 25.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.48746773100003793, "total_loss": 0.6830059738213095}
{"data_time": 0.0037880655000321894, "eta_seconds": 37.7773258000002, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.04819976771196283, "fast_rcnn/fg_cls_accuracy": 0.9518002322880371, "iteration": 619, "loss_box_reg": 0.2987060695886612, "loss_cls": 0.08571021258831024, "loss_mask": 0.2395627126097679, "loss_rpn_cls": 9.248943752027117e-05, "loss_rpn_loc": 0.004985016770660877, "lr": 0.00022110035714285715, "mask_rcnn/accuracy": 0.8899928126012309, "mask_rcnn/false_negative": 0.0898395772408336, "mask_rcnn/false_positive": 0.13757733045172962, "rank_data_time": 0.0037880655000321894, "roi_head/num_bg_samples": 104.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49598985599999423, "total_loss": 0.6624954745593641}
{"data_time": 0.003774750500042501, "eta_seconds": 28.341172410000013, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.0909273384183059, "fast_rcnn/fg_cls_accuracy": 0.9090726615816941, "iteration": 639, "loss_box_reg": 0.34963221848011017, "loss_cls": 0.09068389981985092, "loss_mask": 0.26804107427597046, "loss_rpn_cls": 0.00014200226360117085, "loss_rpn_loc": 0.005448742303997278, "lr": 0.0002282360714285714, "mask_rcnn/accuracy": 0.8775792158968851, "mask_rcnn/false_negative": 0.10489048606032358, "mask_rcnn/false_positive": 0.10744412481047477, "rank_data_time": 0.003774750500042501, "roi_head/num_bg_samples": 105.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.4801362759999961, "total_loss": 0.6811140962417994}
{"data_time": 0.0037574989999598074, "eta_seconds": 18.906593780002368, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.02976190476190476, "fast_rcnn/fg_cls_accuracy": 0.9702380952380952, "iteration": 659, "loss_box_reg": 0.3263367563486099, "loss_cls": 0.07194223999977112, "loss_mask": 0.2339535728096962, "loss_rpn_cls": 0.0004467820399440825, "loss_rpn_loc": 0.0043211220763623714, "lr": 0.00023537178571428571, "mask_rcnn/accuracy": 0.9021452649937527, "mask_rcnn/false_negative": 0.06219509637747318, "mask_rcnn/false_positive": 0.13375419509608683, "rank_data_time": 0.0037574989999598074, "roi_head/num_bg_samples": 103.75, "roi_head/num_fg_samples": 24.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.49909540000004426, "total_loss": 0.6329523352433171}
{"data_time": 0.003719019500010745, "eta_seconds": 9.485387899999864, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.03636363636363636, "fast_rcnn/fg_cls_accuracy": 0.9636363636363636, "iteration": 679, "loss_box_reg": 0.2916136831045151, "loss_cls": 0.07375189661979675, "loss_mask": 0.22963782399892807, "loss_rpn_cls": 0.0001364198215014767, "loss_rpn_loc": 0.004528183490037918, "lr": 0.0002425075, "mask_rcnn/accuracy": 0.9006619693331879, "mask_rcnn/false_negative": 0.08419422338227124, "mask_rcnn/false_positive": 0.09890928577797264, "rank_data_time": 0.003719019500010745, "roi_head/num_bg_samples": 103.5, "roi_head/num_fg_samples": 24.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.49581496399997604, "total_loss": 0.5947251487095855}
{"data_time": 0.0036555955000494578, "eta_seconds": 0.0, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.04759238521836506, "fast_rcnn/fg_cls_accuracy": 0.9524076147816349, "iteration": 699, "loss_box_reg": 0.34924399852752686, "loss_cls": 0.07985235005617142, "loss_mask": 0.2603085786104202, "loss_rpn_cls": 0.0002162159507861361, "loss_rpn_loc": 0.0037820005090907216, "lr": 0.0002496432142857143, "mask_rcnn/accuracy": 0.8874811172654838, "mask_rcnn/false_negative": 0.07525232302621448, "mask_rcnn/false_positive": 0.1470583007793267, "rank_data_time": 0.0036555955000494578, "roi_head/num_bg_samples": 104.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.4988589929999989, "total_loss": 0.6833331358084251}