{"data_time": 0.04428788204677403, "eta_seconds": 44208.61036773375, "fast_rcnn/cls_accuracy": 0.90478515625, "fast_rcnn/false_negative": 0.9492124718739955, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 19, "loss_box_reg": 0.10977485135663301, "loss_cls": 1.20415772870183, "loss_rpn_cls": 0.6533525101840496, "loss_rpn_loc": 0.22650855826213956, "lr": 0.00039962, "roi_head/num_bg_samples": 485.25, "roi_head/num_fg_samples": 26.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8423736279364675, "total_loss": 2.2365458961576223}
{"data_time": 0.03796542063355446, "eta_seconds": 44183.10418699798, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 39, "loss_box_reg": 0.12349421833641827, "loss_cls": 0.363142192363739, "loss_rpn_cls": 0.4615131802856922, "loss_rpn_loc": 0.20446558948606253, "lr": 0.0007992199999999999, "roi_head/num_bg_samples": 480.5, "roi_head/num_fg_samples": 31.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8415742465294898, "total_loss": 1.1463965771254152}
{"data_time": 0.032895464450120926, "eta_seconds": 44214.39074394503, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 59, "loss_box_reg": 0.17978138057515025, "loss_cls": 0.31448383815586567, "loss_rpn_cls": 0.3447000989690423, "loss_rpn_loc": 0.15899961302056909, "lr": 0.00119882, "roi_head/num_bg_samples": 475.0, "roi_head/num_fg_samples": 37.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8438238000962883, "total_loss": 0.984623279189691}
{"data_time": 0.030791422119364142, "eta_seconds": 44233.62218645564, "fast_rcnn/cls_accuracy": 0.90185546875, "fast_rcnn/false_negative": 1.0, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 79, "loss_box_reg": 0.3229601844213903, "loss_cls": 0.3795382473617792, "loss_rpn_cls": 0.2836693525314331, "loss_rpn_loc": 0.15683850832283497, "lr": 0.0015984200000000001, "roi_head/num_bg_samples": 461.75, "roi_head/num_fg_samples": 50.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8449727159459144, "total_loss": 1.1520987655967474}
{"data_time": 0.03461401304230094, "eta_seconds": 44154.888653446455, "fast_rcnn/cls_accuracy": 0.84619140625, "fast_rcnn/false_negative": 0.9970059880239521, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 99, "loss_box_reg": 0.3765915217809379, "loss_cls": 0.38584792939946055, "loss_rpn_cls": 0.22446314338594675, "loss_rpn_loc": 0.14799256576225162, "lr": 0.00199802, "roi_head/num_bg_samples": 432.75, "roi_head/num_fg_samples": 79.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8390713292174041, "total_loss": 1.130789628252387}
{"data_time": 0.03841427038423717, "eta_seconds": 44173.96243255027, "fast_rcnn/cls_accuracy": 0.87158203125, "fast_rcnn/false_negative": 0.8280586170802291, "fast_rcnn/fg_cls_accuracy": 0.17194138291977096, "iteration": 119, "loss_box_reg": 0.4263701047748327, "loss_cls": 0.36910237092524767, "loss_rpn_cls": 0.1758006326854229, "loss_rpn_loc": 0.14760732976719737, "lr": 0.00239762, "roi_head/num_bg_samples": 440.25, "roi_head/num_fg_samples": 71.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8461530786007643, "total_loss": 1.158310718368739}
{"data_time": 0.03515916387550533, "eta_seconds": 44190.4613308704, "fast_rcnn/cls_accuracy": 0.85595703125, "fast_rcnn/false_negative": 0.7340606218970473, "fast_rcnn/fg_cls_accuracy": 0.2659393781029527, "iteration": 139, "loss_box_reg": 0.4831746891140938, "loss_cls": 0.39486571587622166, "loss_rpn_cls": 0.18127654725685716, "loss_rpn_loc": 0.14271245850250125, "lr": 0.0027972200000000004, "roi_head/num_bg_samples": 428.5, "roi_head/num_fg_samples": 83.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8471432533115149, "total_loss": 1.1928741112351418}
{"data_time": 0.03745409823022783, "eta_seconds": 44204.50807385612, "fast_rcnn/cls_accuracy": 0.85205078125, "fast_rcnn/false_negative": 0.6318993506493507, "fast_rcnn/fg_cls_accuracy": 0.33601536544850497, "iteration": 159, "loss_box_reg": 0.5123856291174889, "loss_cls": 0.3836945304647088, "loss_rpn_cls": 0.14117605984210968, "loss_rpn_loc": 0.12488330982159823, "lr": 0.0031968200000000004, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8492205885704607, "total_loss": 1.193784247036092}
{"data_time": 0.031754984986037016, "eta_seconds": 44204.79706532834, "fast_rcnn/cls_accuracy": 0.869140625, "fast_rcnn/false_negative": 0.5986470413321439, "fast_rcnn/fg_cls_accuracy": 0.32705672326950463, "iteration": 179, "loss_box_reg": 0.5282317269593477, "loss_cls": 0.39035819191485643, "loss_rpn_cls": 0.13543480448424816, "loss_rpn_loc": 0.12997074332088232, "lr": 0.0035964199999999995, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8472612011246383, "total_loss": 1.2266941131092608}
{"data_time": 0.03313742601312697, "eta_seconds": 44187.89953008806, "fast_rcnn/cls_accuracy": 0.85302734375, "fast_rcnn/false_negative": 0.6239038996221573, "fast_rcnn/fg_cls_accuracy": 0.36708348742603547, "iteration": 199, "loss_box_reg": 0.5662176068872213, "loss_cls": 0.3855794621631503, "loss_rpn_cls": 0.11577997670974582, "loss_rpn_loc": 0.11796285980381072, "lr": 0.00399602, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8447464010678232, "total_loss": 1.1817166595719755}
{"data_time": 0.023416650015860796, "eta_seconds": 44136.95274531422, "fast_rcnn/cls_accuracy": 0.8798828125, "fast_rcnn/false_negative": 0.5256426411290323, "fast_rcnn/fg_cls_accuracy": 0.43331265508684863, "iteration": 219, "loss_box_reg": 0.5403411332517862, "loss_cls": 0.366279536858201, "loss_rpn_cls": 0.12374949734658003, "loss_rpn_loc": 0.1367610297165811, "lr": 0.00439562, "roi_head/num_bg_samples": 426.5, "roi_head/num_fg_samples": 85.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8377320892177522, "total_loss": 1.2026816576253623}
{"data_time": 0.03842461737804115, "eta_seconds": 44154.10445960751, "fast_rcnn/cls_accuracy": 0.87255859375, "fast_rcnn/false_negative": 0.4700187675946199, "fast_rcnn/fg_cls_accuracy": 0.5256334063184235, "iteration": 239, "loss_box_reg": 0.552879098802805, "loss_cls": 0.3508518887683749, "loss_rpn_cls": 0.1120595964603126, "loss_rpn_loc": 0.11932316981256008, "lr": 0.00479522, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8546482464298606, "total_loss": 1.1090893665095791}
{"data_time": 0.031507433857768774, "eta_seconds": 44146.512728951406, "fast_rcnn/cls_accuracy": 0.86767578125, "fast_rcnn/false_negative": 0.4362400757996537, "fast_rcnn/fg_cls_accuracy": 0.529419906496063, "iteration": 259, "loss_box_reg": 0.5541468448936939, "loss_cls": 0.32767670415341854, "loss_rpn_cls": 0.10490359482355416, "loss_rpn_loc": 0.12146936124190688, "lr": 0.00519482, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.8486510971561074, "total_loss": 1.111191506497562}
{"data_time": 0.025761286495253444, "eta_seconds": 44138.04332589428, "fast_rcnn/cls_accuracy": 0.8798828125, "fast_rcnn/false_negative": 0.4448784722222222, "fast_rcnn/fg_cls_accuracy": 0.5225432981927711, "iteration": 279, "loss_box_reg": 0.5460550747811794, "loss_cls": 0.346313483081758, "loss_rpn_cls": 0.10062643396668136, "loss_rpn_loc": 0.11261477484367788, "lr": 0.005594420000000001, "roi_head/num_bg_samples": 425.0, "roi_head/num_fg_samples": 87.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8485754835419357, "total_loss": 1.1249494280200452}
{"data_time": 0.03289616690017283, "eta_seconds": 44160.28505159682, "fast_rcnn/cls_accuracy": 0.86669921875, "fast_rcnn/false_negative": 0.5031214250694558, "fast_rcnn/fg_cls_accuracy": 0.46744992295839755, "iteration": 299, "loss_box_reg": 0.5540619231760502, "loss_cls": 0.3688491228967905, "loss_rpn_cls": 0.11280766176059842, "loss_rpn_loc": 0.11997501598671079, "lr": 0.00599402, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.8512339855078608, "total_loss": 1.15113464044407}
{"data_time": 0.03072844655252993, "eta_seconds": 44143.36572627677, "fast_rcnn/cls_accuracy": 0.87060546875, "fast_rcnn/false_negative": 0.44431025228126675, "fast_rcnn/fg_cls_accuracy": 0.5495169082125604, "iteration": 319, "loss_box_reg": 0.555479658767581, "loss_cls": 0.3430978721007705, "loss_rpn_cls": 0.09453274076804519, "loss_rpn_loc": 0.11110937525518239, "lr": 0.00639362, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8457943187095225, "total_loss": 1.1101113015320152}
{"data_time": 0.032059853663668036, "eta_seconds": 44106.85709412466, "fast_rcnn/cls_accuracy": 0.875, "fast_rcnn/false_negative": 0.45007065473386715, "fast_rcnn/fg_cls_accuracy": 0.5199182839632277, "iteration": 339, "loss_box_reg": 0.5286817774176598, "loss_cls": 0.33129091188311577, "loss_rpn_cls": 0.09330819780007005, "loss_rpn_loc": 0.1094280886463821, "lr": 0.006793220000000001, "roi_head/num_bg_samples": 422.0, "roi_head/num_fg_samples": 90.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8427602620795369, "total_loss": 1.038319616112858}
{"data_time": 0.027865427546203136, "eta_seconds": 44071.731737545226, "fast_rcnn/cls_accuracy": 0.88916015625, "fast_rcnn/false_negative": 0.35186372823383083, "fast_rcnn/fg_cls_accuracy": 0.6243832236842105, "iteration": 359, "loss_box_reg": 0.5205997116863728, "loss_cls": 0.32528969272971153, "loss_rpn_cls": 0.09670138079673052, "loss_rpn_loc": 0.10841786651872098, "lr": 0.00719282, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8408344264607877, "total_loss": 1.0854939445853233}
{"data_time": 0.03339778957888484, "eta_seconds": 44053.521690295776, "fast_rcnn/cls_accuracy": 0.89111328125, "fast_rcnn/false_negative": 0.35526315789473684, "fast_rcnn/fg_cls_accuracy": 0.577429412783648, "iteration": 379, "loss_box_reg": 0.530430156737566, "loss_cls": 0.3120812140405178, "loss_rpn_cls": 0.0781100073363632, "loss_rpn_loc": 0.10167504660785198, "lr": 0.00759242, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.844139352440834, "total_loss": 1.0336473879870027}
{"data_time": 0.03805753798224032, "eta_seconds": 44028.205043760594, "fast_rcnn/cls_accuracy": 0.87939453125, "fast_rcnn/false_negative": 0.3822242093373494, "fast_rcnn/fg_cls_accuracy": 0.6110519255050505, "iteration": 399, "loss_box_reg": 0.5272466242313385, "loss_cls": 0.31092829443514347, "loss_rpn_cls": 0.08475345256738365, "loss_rpn_loc": 0.10240362747572362, "lr": 0.00799202, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8374460807535797, "total_loss": 1.0111490929266438}
{"data_time": 0.038083343068137765, "eta_seconds": 44004.636678291485, "fast_rcnn/cls_accuracy": 0.888671875, "fast_rcnn/false_negative": 0.3881645698051948, "fast_rcnn/fg_cls_accuracy": 0.6083643329076676, "iteration": 419, "loss_box_reg": 0.5103874988853931, "loss_cls": 0.3073271755129099, "loss_rpn_cls": 0.08043487090617418, "loss_rpn_loc": 0.09919255552813411, "lr": 0.00839162, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8436135051306337, "total_loss": 1.0076081355800852}
{"data_time": 0.04699660581536591, "eta_seconds": 43994.40284799179, "fast_rcnn/cls_accuracy": 0.890625, "fast_rcnn/false_negative": 0.3655045701581028, "fast_rcnn/fg_cls_accuracy": 0.5881093544137023, "iteration": 439, "loss_box_reg": 0.48767015151679516, "loss_cls": 0.30730901937931776, "loss_rpn_cls": 0.08260195469483733, "loss_rpn_loc": 0.10106429317966104, "lr": 0.00879122, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8486241481732577, "total_loss": 0.9780489107361063}
{"data_time": 0.028378963004797697, "eta_seconds": 43977.50175010739, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.3673930589184826, "fast_rcnn/fg_cls_accuracy": 0.6175558644285256, "iteration": 459, "loss_box_reg": 0.5081863710656762, "loss_cls": 0.30452377256006, "loss_rpn_cls": 0.08246056293137372, "loss_rpn_loc": 0.10110987117514014, "lr": 0.00919082, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8449663843493909, "total_loss": 0.9808178558014333}
{"data_time": 0.03095411346293986, "eta_seconds": 43950.28859439958, "fast_rcnn/cls_accuracy": 0.876953125, "fast_rcnn/false_negative": 0.33072916666666663, "fast_rcnn/fg_cls_accuracy": 0.6373697916666667, "iteration": 479, "loss_box_reg": 0.513183506205678, "loss_cls": 0.30259201768785715, "loss_rpn_cls": 0.08191751746926457, "loss_rpn_loc": 0.10443217633292079, "lr": 0.00959042, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.8405109290033579, "total_loss": 1.0437475957442075}
{"data_time": 0.029387312941253185, "eta_seconds": 43928.05490712193, "fast_rcnn/cls_accuracy": 0.8974609375, "fast_rcnn/false_negative": 0.3221590909090909, "fast_rcnn/fg_cls_accuracy": 0.646875, "iteration": 499, "loss_box_reg": 0.502327224239707, "loss_cls": 0.2979546906426549, "loss_rpn_cls": 0.08072376542259008, "loss_rpn_loc": 0.0952038352843374, "lr": 0.00999002, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.8379538008011878, "total_loss": 0.9860787177458405}
{"data_time": 0.02652010158635676, "eta_seconds": 43926.798456454184, "fast_rcnn/cls_accuracy": 0.86865234375, "fast_rcnn/false_negative": 0.3335548920157068, "fast_rcnn/fg_cls_accuracy": 0.6194473985602094, "iteration": 519, "loss_box_reg": 0.47920242697000504, "loss_cls": 0.3006189577281475, "loss_rpn_cls": 0.08187447092495859, "loss_rpn_loc": 0.09607060789130628, "lr": 0.01038962, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 200.25, "rpn/num_pos_anchors": 55.75, "time": 0.8536041374318302, "total_loss": 0.9604728118283674}
{"data_time": 0.02857352956198156, "eta_seconds": 43922.005682452116, "fast_rcnn/cls_accuracy": 0.87841796875, "fast_rcnn/false_negative": 0.3614494079137383, "fast_rcnn/fg_cls_accuracy": 0.6318085106382978, "iteration": 539, "loss_box_reg": 0.47051309794187546, "loss_cls": 0.30152479698881507, "loss_rpn_cls": 0.07797479117289186, "loss_rpn_loc": 0.08945829764707014, "lr": 0.010789220000000002, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8544942934531718, "total_loss": 0.9551661391742527}
{"data_time": 0.0322678959928453, "eta_seconds": 43905.09992402466, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.33167827560240964, "fast_rcnn/fg_cls_accuracy": 0.650390625, "iteration": 559, "loss_box_reg": 0.4774834457784891, "loss_cls": 0.28442179691046476, "loss_rpn_cls": 0.07235577120445669, "loss_rpn_loc": 0.09191041602753103, "lr": 0.011188820000000002, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8450510776601732, "total_loss": 0.9419368971139193}
{"data_time": 0.032874746480956674, "eta_seconds": 43891.670541769825, "fast_rcnn/cls_accuracy": 0.8916015625, "fast_rcnn/false_negative": 0.3510169076206812, "fast_rcnn/fg_cls_accuracy": 0.6359960793923058, "iteration": 579, "loss_box_reg": 0.45786053501069546, "loss_cls": 0.2861979641020298, "loss_rpn_cls": 0.08523228799458593, "loss_rpn_loc": 0.097609858145006, "lr": 0.01158842, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8454894842579961, "total_loss": 0.9268348849145696}
{"data_time": 0.029383761109784245, "eta_seconds": 43874.763444240205, "fast_rcnn/cls_accuracy": 0.89111328125, "fast_rcnn/false_negative": 0.3135987128299863, "fast_rcnn/fg_cls_accuracy": 0.6693235187861272, "iteration": 599, "loss_box_reg": 0.48159491643309593, "loss_cls": 0.2978682145476341, "loss_rpn_cls": 0.06924966012593359, "loss_rpn_loc": 0.09261113905813545, "lr": 0.01198802, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8445566582959145, "total_loss": 0.9463166960049421}
{"data_time": 0.026973203290253878, "eta_seconds": 43851.96897404315, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.3149996784979424, "fast_rcnn/fg_cls_accuracy": 0.6326952233384981, "iteration": 619, "loss_box_reg": 0.47394219413399696, "loss_cls": 0.28242363780736923, "loss_rpn_cls": 0.06109219393692911, "loss_rpn_loc": 0.08622923726215959, "lr": 0.01238762, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8436185489408672, "total_loss": 0.905354019603692}
{"data_time": 0.03188305930234492, "eta_seconds": 43840.949249180965, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.28910956325301207, "fast_rcnn/fg_cls_accuracy": 0.6523855514776897, "iteration": 639, "loss_box_reg": 0.4737431798130274, "loss_cls": 0.27463063318282366, "loss_rpn_cls": 0.07927362155169249, "loss_rpn_loc": 0.09242759947665036, "lr": 0.01278722, "roi_head/num_bg_samples": 423.0, "roi_head/num_fg_samples": 89.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.847793115535751, "total_loss": 0.9311117238830775}
{"data_time": 0.03814709302969277, "eta_seconds": 43826.15349052241, "fast_rcnn/cls_accuracy": 0.89892578125, "fast_rcnn/false_negative": 0.35491510826771655, "fast_rcnn/fg_cls_accuracy": 0.6323543595679013, "iteration": 659, "loss_box_reg": 0.44660407956689596, "loss_cls": 0.2709159213118255, "loss_rpn_cls": 0.07377562555484474, "loss_rpn_loc": 0.0896842663642019, "lr": 0.013186820000000002, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.84804578544572, "total_loss": 0.8839220437803306}
{"data_time": 0.02759166806936264, "eta_seconds": 43801.254490158055, "fast_rcnn/cls_accuracy": 0.89892578125, "fast_rcnn/false_negative": 0.32096354166666663, "fast_rcnn/fg_cls_accuracy": 0.6764322916666667, "iteration": 679, "loss_box_reg": 0.4831831492483616, "loss_cls": 0.2994908392429352, "loss_rpn_cls": 0.07384226575959474, "loss_rpn_loc": 0.09409784292802215, "lr": 0.013586420000000002, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.8368756100535393, "total_loss": 0.9564025562722236}
{"data_time": 0.03227315819822252, "eta_seconds": 43794.81373684667, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.2952652815934066, "fast_rcnn/fg_cls_accuracy": 0.6841642228739002, "iteration": 699, "loss_box_reg": 0.473490322008729, "loss_cls": 0.28604246489703655, "loss_rpn_cls": 0.07227295683696866, "loss_rpn_loc": 0.0871560845989734, "lr": 0.01398602, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.8544138725847006, "total_loss": 0.9241293366067111}
{"data_time": 0.030329598346725106, "eta_seconds": 43771.89602075727, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.32674352134146345, "fast_rcnn/fg_cls_accuracy": 0.6472371503376051, "iteration": 719, "loss_box_reg": 0.4776179678738117, "loss_cls": 0.2936670910567045, "loss_rpn_cls": 0.07089509756769985, "loss_rpn_loc": 0.09000948420725763, "lr": 0.01438562, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8373506464995444, "total_loss": 0.92749589367304}
{"data_time": 0.034271495416760445, "eta_seconds": 43756.48892703117, "fast_rcnn/cls_accuracy": 0.8876953125, "fast_rcnn/false_negative": 0.3334484434553501, "fast_rcnn/fg_cls_accuracy": 0.6665515565446499, "iteration": 739, "loss_box_reg": 0.4786833394318819, "loss_cls": 0.29079409688711166, "loss_rpn_cls": 0.0711428658105433, "loss_rpn_loc": 0.0909887554589659, "lr": 0.01478522, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8470477839000523, "total_loss": 0.9140363258775324}
{"data_time": 0.026221300708130002, "eta_seconds": 43739.581800458254, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.27457883230452673, "fast_rcnn/fg_cls_accuracy": 0.6598785545023697, "iteration": 759, "loss_box_reg": 0.44183916319161654, "loss_cls": 0.26627720706164837, "loss_rpn_cls": 0.05752891313750297, "loss_rpn_loc": 0.09409665339626372, "lr": 0.015184820000000002, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8452735240571201, "total_loss": 0.8765332505572587}
{"data_time": 0.03498197067528963, "eta_seconds": 43724.70601808047, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.2525533220253347, "fast_rcnn/fg_cls_accuracy": 0.7127566964285714, "iteration": 779, "loss_box_reg": 0.43158699478954077, "loss_cls": 0.26702375058084726, "loss_rpn_cls": 0.06306151545140892, "loss_rpn_loc": 0.08530935295857489, "lr": 0.015584420000000002, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8467661058530211, "total_loss": 0.8650519555667415}
{"data_time": 0.023233771789819002, "eta_seconds": 43704.269831968704, "fast_rcnn/cls_accuracy": 0.9013671875, "fast_rcnn/false_negative": 0.322265625, "fast_rcnn/fg_cls_accuracy": 0.6536458333333333, "iteration": 799, "loss_box_reg": 0.4603599514812231, "loss_cls": 0.2656071959063411, "loss_rpn_cls": 0.07951946090906858, "loss_rpn_loc": 0.09165167936589569, "lr": 0.01598402, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8415968981571496, "total_loss": 0.9115635788766667}
{"data_time": 0.03197905141860247, "eta_seconds": 43688.86042073951, "fast_rcnn/cls_accuracy": 0.8935546875, "fast_rcnn/false_negative": 0.253312486750053, "fast_rcnn/fg_cls_accuracy": 0.6402795923700026, "iteration": 819, "loss_box_reg": 0.4463346004486084, "loss_cls": 0.27330752462148666, "loss_rpn_cls": 0.062001468730159104, "loss_rpn_loc": 0.09162663016468287, "lr": 0.016383619999999998, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8485853695310652, "total_loss": 0.8628147169947624}
{"data_time": 0.034661103738471866, "eta_seconds": 43666.01586646447, "fast_rcnn/cls_accuracy": 0.89794921875, "fast_rcnn/false_negative": 0.2777364778261984, "fast_rcnn/fg_cls_accuracy": 0.7121936592323652, "iteration": 839, "loss_box_reg": 0.4431918263435364, "loss_cls": 0.2689910242334008, "loss_rpn_cls": 0.06044571229722351, "loss_rpn_loc": 0.09063492249697447, "lr": 0.016783219999999998, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8409474946092814, "total_loss": 0.8810161934234202}
{"data_time": 0.027954804711043835, "eta_seconds": 43649.11103850277, "fast_rcnn/cls_accuracy": 0.8984375, "fast_rcnn/false_negative": 0.3316000405844156, "fast_rcnn/fg_cls_accuracy": 0.6511426303475936, "iteration": 859, "loss_box_reg": 0.445037180557847, "loss_cls": 0.27171675208956003, "loss_rpn_cls": 0.057108886423520744, "loss_rpn_loc": 0.08695445768535137, "lr": 0.017182819999999998, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8465322474949062, "total_loss": 0.8557942253537476}
{"data_time": 0.03862899215891957, "eta_seconds": 43636.64364318014, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.3198977289818018, "fast_rcnn/fg_cls_accuracy": 0.6688467603211009, "iteration": 879, "loss_box_reg": 0.44606189988553524, "loss_cls": 0.28375772945582867, "loss_rpn_cls": 0.0744574834825471, "loss_rpn_loc": 0.08735710079781711, "lr": 0.01758242, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.8522030317690223, "total_loss": 0.8806472735013813}
{"data_time": 0.03105961810797453, "eta_seconds": 43616.63426037482, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.2947703801362338, "fast_rcnn/fg_cls_accuracy": 0.695116341991342, "iteration": 899, "loss_box_reg": 0.44074734300374985, "loss_cls": 0.26770667219534516, "loss_rpn_cls": 0.06573449028655887, "loss_rpn_loc": 0.08572727907449007, "lr": 0.01798202, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.8415391948074102, "total_loss": 0.8891177132027224}
{"data_time": 0.03389476495794952, "eta_seconds": 43597.10485806386, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.27998432192317746, "fast_rcnn/fg_cls_accuracy": 0.6973292151162791, "iteration": 919, "loss_box_reg": 0.4559443574398756, "loss_cls": 0.27975139394402504, "loss_rpn_cls": 0.07131587364710867, "loss_rpn_loc": 0.0908173497300595, "lr": 0.01838162, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.8443917606491596, "total_loss": 0.899777713813819}
{"data_time": 0.030561682768166065, "eta_seconds": 43574.964426505845, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.24868421052631579, "fast_rcnn/fg_cls_accuracy": 0.6927947274881516, "iteration": 939, "loss_box_reg": 0.46457646042108536, "loss_cls": 0.27357020415365696, "loss_rpn_cls": 0.05641214828938246, "loss_rpn_loc": 0.08597408072091639, "lr": 0.018781219999999998, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8437424041330814, "total_loss": 0.865604979917407}
{"data_time": 0.03303341194987297, "eta_seconds": 43565.085380161414, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.26759366411109503, "fast_rcnn/fg_cls_accuracy": 0.7169331395348837, "iteration": 959, "loss_box_reg": 0.43624684028327465, "loss_cls": 0.2654524934478104, "loss_rpn_cls": 0.04783935332670808, "loss_rpn_loc": 0.07960758544504642, "lr": 0.019180819999999998, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8476964521687478, "total_loss": 0.8306769292103127}
{"data_time": 0.029392056865617633, "eta_seconds": 43548.18035876867, "fast_rcnn/cls_accuracy": 0.89697265625, "fast_rcnn/false_negative": 0.3407468621251317, "fast_rcnn/fg_cls_accuracy": 0.6247702205882353, "iteration": 979, "loss_box_reg": 0.4593431372195482, "loss_cls": 0.27381841372698545, "loss_rpn_cls": 0.06496027810499072, "loss_rpn_loc": 0.0864666800480336, "lr": 0.01958042, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8448081712704152, "total_loss": 0.8856084750732407}
{"data_time": 0.02486552414484322, "eta_seconds": 43534.06387096108, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.2900522977634361, "fast_rcnn/fg_cls_accuracy": 0.6796875, "iteration": 999, "loss_box_reg": 0.43107566609978676, "loss_cls": 0.2655232334509492, "loss_rpn_cls": 0.05589627323206514, "loss_rpn_loc": 0.08159084612270817, "lr": 0.01998002, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8516904814168811, "total_loss": 0.8607026923564263}
{"data_time": 0.03371794777922332, "eta_seconds": 43513.872414809186, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.2802490854765296, "fast_rcnn/fg_cls_accuracy": 0.6995625, "iteration": 1019, "loss_box_reg": 0.44506934471428394, "loss_cls": 0.26236855052411556, "loss_rpn_cls": 0.0693945256061852, "loss_rpn_loc": 0.08814396732486784, "lr": 0.02, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8420281787402928, "total_loss": 0.8770804195664823}
{"data_time": 0.039958953158929944, "eta_seconds": 43502.88202843745, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.21602756892230576, "fast_rcnn/fg_cls_accuracy": 0.7439903846153846, "iteration": 1039, "loss_box_reg": 0.42817885242402554, "loss_cls": 0.25996945379301906, "loss_rpn_cls": 0.05858430196531117, "loss_rpn_loc": 0.09008825523778796, "lr": 0.02, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8505112666171044, "total_loss": 0.8184732954250649}
{"data_time": 0.02861883258447051, "eta_seconds": 43484.484718405874, "fast_rcnn/cls_accuracy": 0.89453125, "fast_rcnn/false_negative": 0.2826440127259189, "fast_rcnn/fg_cls_accuracy": 0.6770210597826087, "iteration": 1059, "loss_box_reg": 0.451153127476573, "loss_cls": 0.2684911899268627, "loss_rpn_cls": 0.05429929366800934, "loss_rpn_loc": 0.08318375831004232, "lr": 0.02, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8396147231105715, "total_loss": 0.8589235373074189}
{"data_time": 0.03320465795695782, "eta_seconds": 43471.087336975615, "fast_rcnn/cls_accuracy": 0.9052734375, "fast_rcnn/false_negative": 0.2780230978260869, "fast_rcnn/fg_cls_accuracy": 0.6796875, "iteration": 1079, "loss_box_reg": 0.43536727502942085, "loss_cls": 0.2622716398909688, "loss_rpn_cls": 0.061933612916618586, "loss_rpn_loc": 0.07866679411381483, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.847689182497561, "total_loss": 0.8516933866776526}
{"data_time": 0.031419325387105346, "eta_seconds": 43463.27592734154, "fast_rcnn/cls_accuracy": 0.89501953125, "fast_rcnn/false_negative": 0.28170383817427386, "fast_rcnn/fg_cls_accuracy": 0.6796875, "iteration": 1099, "loss_box_reg": 0.44477685540914536, "loss_cls": 0.2549081416800618, "loss_rpn_cls": 0.06382012006361037, "loss_rpn_loc": 0.09193702531047165, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.8391798969823867, "total_loss": 0.8500212148064747}
{"data_time": 0.02935483562760055, "eta_seconds": 43432.627245176816, "fast_rcnn/cls_accuracy": 0.912109375, "fast_rcnn/false_negative": 0.2062756520587846, "fast_rcnn/fg_cls_accuracy": 0.7654618109163565, "iteration": 1119, "loss_box_reg": 0.4307412374764681, "loss_cls": 0.24981731176376343, "loss_rpn_cls": 0.05313894827850163, "loss_rpn_loc": 0.08184728492051363, "lr": 0.02, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8401196484919637, "total_loss": 0.8160096757346764}
{"data_time": 0.03222877345979214, "eta_seconds": 43408.94264505571, "fast_rcnn/cls_accuracy": 0.90576171875, "fast_rcnn/false_negative": 0.25290697674418605, "fast_rcnn/fg_cls_accuracy": 0.7037146226415094, "iteration": 1139, "loss_box_reg": 0.42441990319639444, "loss_cls": 0.2512371730990708, "loss_rpn_cls": 0.056442536879330873, "loss_rpn_loc": 0.08111888775601983, "lr": 0.02, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8426389009691775, "total_loss": 0.8046699278056622}
{"data_time": 0.03237206884659827, "eta_seconds": 43384.60714639211, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.2491530696902655, "fast_rcnn/fg_cls_accuracy": 0.720212729978355, "iteration": 1159, "loss_box_reg": 0.42209324426949024, "loss_cls": 0.24803984630852938, "loss_rpn_cls": 0.053451174520887434, "loss_rpn_loc": 0.07882237038575113, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8445987014565617, "total_loss": 0.810017203562893}
{"data_time": 0.027935377554968, "eta_seconds": 43367.70657680975, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.27815607036242074, "fast_rcnn/fg_cls_accuracy": 0.688309585492228, "iteration": 1179, "loss_box_reg": 0.41761520132422447, "loss_cls": 0.2320490451529622, "loss_rpn_cls": 0.06234231754206121, "loss_rpn_loc": 0.07757234643213451, "lr": 0.02, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8463816430885345, "total_loss": 0.79939915848081}
{"data_time": 0.03262159088626504, "eta_seconds": 43349.69722830085, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.227734375, "fast_rcnn/fg_cls_accuracy": 0.7211261520737327, "iteration": 1199, "loss_box_reg": 0.45627588778734207, "loss_cls": 0.26331682316958904, "loss_rpn_cls": 0.05777422233950347, "loss_rpn_loc": 0.08948770700953901, "lr": 0.02, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8428413649089634, "total_loss": 0.8522984235314652}
{"data_time": 0.021807020530104637, "eta_seconds": 43339.115089627216, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.25085034013605445, "fast_rcnn/fg_cls_accuracy": 0.7471965348639455, "iteration": 1219, "loss_box_reg": 0.41226739063858986, "loss_cls": 0.2269613202661276, "loss_rpn_cls": 0.052111025783233345, "loss_rpn_loc": 0.08335649012587965, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8465850290376693, "total_loss": 0.7782244216650724}
{"data_time": 0.02249406068585813, "eta_seconds": 43322.21248823893, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.26952339936836056, "fast_rcnn/fg_cls_accuracy": 0.682245575221239, "iteration": 1239, "loss_box_reg": 0.4172541033476591, "loss_cls": 0.249261736869812, "loss_rpn_cls": 0.0592780401930213, "loss_rpn_loc": 0.08187629492022097, "lr": 0.02, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.846905262907967, "total_loss": 0.8226292134495452}
{"data_time": 0.04341777483932674, "eta_seconds": 43303.94613811304, "fast_rcnn/cls_accuracy": 0.91162109375, "fast_rcnn/false_negative": 0.28515625, "fast_rcnn/fg_cls_accuracy": 0.6816267730496455, "iteration": 1259, "loss_box_reg": 0.41066876146942377, "loss_cls": 0.2354575339704752, "loss_rpn_cls": 0.0547068954911083, "loss_rpn_loc": 0.0721415439620614, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8502233645413071, "total_loss": 0.7767593344906345}
{"data_time": 0.03190260590054095, "eta_seconds": 43284.8777083233, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.28474289021164023, "fast_rcnn/fg_cls_accuracy": 0.6805194805194805, "iteration": 1279, "loss_box_reg": 0.41305624693632126, "loss_cls": 0.23764667008072138, "loss_rpn_cls": 0.05498830450233072, "loss_rpn_loc": 0.07736668107099831, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8471295027993619, "total_loss": 0.7880262448452413}
{"data_time": 0.030470933532342315, "eta_seconds": 43261.19907813356, "fast_rcnn/cls_accuracy": 0.904296875, "fast_rcnn/false_negative": 0.2390872452744508, "fast_rcnn/fg_cls_accuracy": 0.7421169653685487, "iteration": 1299, "loss_box_reg": 0.43971993401646614, "loss_cls": 0.24235074035823345, "loss_rpn_cls": 0.06407143163960427, "loss_rpn_loc": 0.08682657172903419, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8481164718978107, "total_loss": 0.8242228168528527}
{"data_time": 0.029320419300347567, "eta_seconds": 43243.32347995136, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.25837429212522706, "fast_rcnn/fg_cls_accuracy": 0.7128488810661302, "iteration": 1319, "loss_box_reg": 0.41595630533993244, "loss_cls": 0.23810500092804432, "loss_rpn_cls": 0.049819090752862394, "loss_rpn_loc": 0.07217527274042368, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8453229409642518, "total_loss": 0.7890351501991972}
{"data_time": 0.03427501395344734, "eta_seconds": 43236.33786171232, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.2227155311591863, "fast_rcnn/fg_cls_accuracy": 0.755859375, "iteration": 1339, "loss_box_reg": 0.40622091852128506, "loss_cls": 0.2392473635263741, "loss_rpn_cls": 0.04988136317115277, "loss_rpn_loc": 0.07555127318482846, "lr": 0.02, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.851459480356425, "total_loss": 0.7854492267360911}
{"data_time": 0.024759513325989246, "eta_seconds": 43221.414053482236, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.23513621794871795, "fast_rcnn/fg_cls_accuracy": 0.764863782051282, "iteration": 1359, "loss_box_reg": 0.4169506374746561, "loss_cls": 0.2355352994054556, "loss_rpn_cls": 0.05414853699039668, "loss_rpn_loc": 0.07379538170062006, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.8454253023955971, "total_loss": 0.7829375701257959}
{"data_time": 0.03631194098852575, "eta_seconds": 43203.89427852095, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.20779369986631016, "fast_rcnn/fg_cls_accuracy": 0.7318258509389671, "iteration": 1379, "loss_box_reg": 0.4158171843737364, "loss_cls": 0.2500348463654518, "loss_rpn_cls": 0.05368702905252576, "loss_rpn_loc": 0.07599673036020249, "lr": 0.02, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8419650073628873, "total_loss": 0.7968881340930238}
{"data_time": 0.03219697647728026, "eta_seconds": 43186.493976967875, "fast_rcnn/cls_accuracy": 0.90625, "fast_rcnn/false_negative": 0.2709263392857143, "fast_rcnn/fg_cls_accuracy": 0.708984375, "iteration": 1399, "loss_box_reg": 0.4275308586657047, "loss_cls": 0.25539237866178155, "loss_rpn_cls": 0.05005539651028812, "loss_rpn_loc": 0.07099143485538661, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8416304280981421, "total_loss": 0.8037536410847679}
{"data_time": 0.04018884594552219, "eta_seconds": 43179.10985874245, "fast_rcnn/cls_accuracy": 0.908203125, "fast_rcnn/false_negative": 0.2323929865804682, "fast_rcnn/fg_cls_accuracy": 0.7356676003734828, "iteration": 1419, "loss_box_reg": 0.4258082117885351, "loss_cls": 0.25621504709124565, "loss_rpn_cls": 0.05698435090016574, "loss_rpn_loc": 0.07815401325933635, "lr": 0.02, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8508682055398822, "total_loss": 0.8137448345078155}
{"data_time": 0.03197318338789046, "eta_seconds": 43160.24788993783, "fast_rcnn/cls_accuracy": 0.90283203125, "fast_rcnn/false_negative": 0.22978610436893204, "fast_rcnn/fg_cls_accuracy": 0.7296411546610169, "iteration": 1439, "loss_box_reg": 0.42251679487526417, "loss_cls": 0.24642673321068287, "loss_rpn_cls": 0.05678663938306272, "loss_rpn_loc": 0.07928962307050824, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.847280184738338, "total_loss": 0.8039917089045048}
{"data_time": 0.027036501094698906, "eta_seconds": 43147.83237040625, "fast_rcnn/cls_accuracy": 0.90966796875, "fast_rcnn/false_negative": 0.26156934030144663, "fast_rcnn/fg_cls_accuracy": 0.6797113071371291, "iteration": 1459, "loss_box_reg": 0.4146306198090315, "loss_cls": 0.2439796426333487, "loss_rpn_cls": 0.05109365133102983, "loss_rpn_loc": 0.08122472185641527, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.8493638888467103, "total_loss": 0.8002303128596395}
{"data_time": 0.04017416085116565, "eta_seconds": 43146.91134368093, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.23176470588235293, "fast_rcnn/fg_cls_accuracy": 0.7555102040816326, "iteration": 1479, "loss_box_reg": 0.39502675272524357, "loss_cls": 0.2226883894763887, "loss_rpn_cls": 0.04702393105253577, "loss_rpn_loc": 0.0721505496185273, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8473482173867524, "total_loss": 0.7442211093730293}
{"data_time": 0.029031863436102867, "eta_seconds": 43133.49908016226, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.21364182692307693, "fast_rcnn/fg_cls_accuracy": 0.7685200496072757, "iteration": 1499, "loss_box_reg": 0.4042738415300846, "loss_cls": 0.22879446716979146, "loss_rpn_cls": 0.04197912651579827, "loss_rpn_loc": 0.07195837853942066, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.8467095689848065, "total_loss": 0.7548548373160884}
{"data_time": 0.027896326035261154, "eta_seconds": 43111.09612912941, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.2435570057218518, "fast_rcnn/fg_cls_accuracy": 0.6877662811929397, "iteration": 1519, "loss_box_reg": 0.40032909251749516, "loss_cls": 0.23458363255485892, "loss_rpn_cls": 0.04566851072013378, "loss_rpn_loc": 0.0733859040774405, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8507813995238394, "total_loss": 0.7431866806000471}
{"data_time": 0.03497547563165426, "eta_seconds": 43091.71961905598, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.20616001888128394, "fast_rcnn/fg_cls_accuracy": 0.7738837615365428, "iteration": 1539, "loss_box_reg": 0.3952801050618291, "loss_cls": 0.25270924204960465, "loss_rpn_cls": 0.050735932192765176, "loss_rpn_loc": 0.07523879921063781, "lr": 0.02, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8490866851061583, "total_loss": 0.7791386158205569}
{"data_time": 0.02562948619015515, "eta_seconds": 43077.1957779557, "fast_rcnn/cls_accuracy": 0.90771484375, "fast_rcnn/false_negative": 0.23415807560137458, "fast_rcnn/fg_cls_accuracy": 0.7106350587211832, "iteration": 1559, "loss_box_reg": 0.39696778543293476, "loss_cls": 0.23095146659761667, "loss_rpn_cls": 0.04881746543105692, "loss_rpn_loc": 0.07445415062829852, "lr": 0.02, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8469158923253417, "total_loss": 0.7551487846067175}
{"data_time": 0.02874903311021626, "eta_seconds": 43079.849930363474, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.19132547985830795, "fast_rcnn/fg_cls_accuracy": 0.7915735914619012, "iteration": 1579, "loss_box_reg": 0.41532792523503304, "loss_cls": 0.23594501055777073, "loss_rpn_cls": 0.05057696142466739, "loss_rpn_loc": 0.07079870568122715, "lr": 0.02, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.852207072544843, "total_loss": 0.7560816175537184}
{"data_time": 0.02841339004226029, "eta_seconds": 43068.76405107742, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.24867724867724866, "fast_rcnn/fg_cls_accuracy": 0.7366979655712049, "iteration": 1599, "loss_box_reg": 0.4096455592662096, "loss_cls": 0.22756628971546888, "loss_rpn_cls": 0.04727418988477439, "loss_rpn_loc": 0.07967587257735431, "lr": 0.02, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8469411530531943, "total_loss": 0.7675318060792051}
{"data_time": 0.044706750893965364, "eta_seconds": 43062.35923550604, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.2605664879707113, "fast_rcnn/fg_cls_accuracy": 0.723820427955665, "iteration": 1619, "loss_box_reg": 0.4130041375756264, "loss_cls": 0.23255156679078937, "loss_rpn_cls": 0.04465359030291438, "loss_rpn_loc": 0.07600022084079683, "lr": 0.02, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.849013518774882, "total_loss": 0.7829736600979231}
{"data_time": 0.03109406167641282, "eta_seconds": 43041.55224856688, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.22988204051383399, "fast_rcnn/fg_cls_accuracy": 0.7421875, "iteration": 1639, "loss_box_reg": 0.4271818585693836, "loss_cls": 0.2380532375536859, "loss_rpn_cls": 0.05079892079811543, "loss_rpn_loc": 0.08601843728683889, "lr": 0.02, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8413660493679345, "total_loss": 0.7999213652219623}
{"data_time": 0.031094667501747608, "eta_seconds": 43016.81830367935, "fast_rcnn/cls_accuracy": 0.90380859375, "fast_rcnn/false_negative": 0.22560866184123946, "fast_rcnn/fg_cls_accuracy": 0.6619907641700404, "iteration": 1659, "loss_box_reg": 0.4066382087767124, "loss_cls": 0.22892682440578938, "loss_rpn_cls": 0.04847940290346742, "loss_rpn_loc": 0.0725339048076421, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8406416084617376, "total_loss": 0.7643940899288282}
{"data_time": 0.026916939299553633, "eta_seconds": 43006.35068784375, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.19590692934782608, "fast_rcnn/fg_cls_accuracy": 0.796875, "iteration": 1679, "loss_box_reg": 0.40796882286667824, "loss_cls": 0.2339729368686676, "loss_rpn_cls": 0.04284703126177192, "loss_rpn_loc": 0.07252329692710191, "lr": 0.02, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8444953940343112, "total_loss": 0.7654090038267896}
{"data_time": 0.030946616549044847, "eta_seconds": 42962.17100555077, "fast_rcnn/cls_accuracy": 0.90869140625, "fast_rcnn/false_negative": 0.2043850806451613, "fast_rcnn/fg_cls_accuracy": 0.7318865006345178, "iteration": 1699, "loss_box_reg": 0.4092623610049486, "loss_cls": 0.23678720835596323, "loss_rpn_cls": 0.04486155405174941, "loss_rpn_loc": 0.07165519241243601, "lr": 0.02, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8414932349696755, "total_loss": 0.7685992390033789}
{"data_time": 0.029971269890666008, "eta_seconds": 42964.10546976188, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.2565377660314369, "fast_rcnn/fg_cls_accuracy": 0.7285073839662447, "iteration": 1719, "loss_box_reg": 0.39650148153305054, "loss_cls": 0.23258905112743378, "loss_rpn_cls": 0.04444476356729865, "loss_rpn_loc": 0.07242046983446926, "lr": 0.02, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8496273821219802, "total_loss": 0.7371643524384126}
{"data_time": 0.030304732732474804, "eta_seconds": 42944.48778137076, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.21612083568605306, "fast_rcnn/fg_cls_accuracy": 0.6929794666439465, "iteration": 1739, "loss_box_reg": 0.40073682740330696, "loss_cls": 0.2279769480228424, "loss_rpn_cls": 0.04691708669997752, "loss_rpn_loc": 0.0723101794719696, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8395268144086003, "total_loss": 0.7370367292314768}
{"data_time": 0.029918850399553776, "eta_seconds": 42928.313357962994, "fast_rcnn/cls_accuracy": 0.9072265625, "fast_rcnn/false_negative": 0.24184873949579833, "fast_rcnn/fg_cls_accuracy": 0.7388167388167388, "iteration": 1759, "loss_box_reg": 0.42072911746799946, "loss_cls": 0.24304838757961988, "loss_rpn_cls": 0.05288400128483772, "loss_rpn_loc": 0.08109190897084773, "lr": 0.02, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8479391254950315, "total_loss": 0.8088563818018883}
{"data_time": 0.031540743075311184, "eta_seconds": 42896.38819294679, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.21984206989247312, "fast_rcnn/fg_cls_accuracy": 0.7350383631713555, "iteration": 1779, "loss_box_reg": 0.3942631874233484, "loss_cls": 0.23052946757525206, "loss_rpn_cls": 0.04641964554321021, "loss_rpn_loc": 0.07198714837431908, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 196.75, "rpn/num_pos_anchors": 59.25, "time": 0.8442497281357646, "total_loss": 0.7438211098196916}
{"data_time": 0.034367821644991636, "eta_seconds": 42877.601467538625, "fast_rcnn/cls_accuracy": 0.9150390625, "fast_rcnn/false_negative": 0.2428886217948718, "fast_rcnn/fg_cls_accuracy": 0.7438210227272728, "iteration": 1799, "loss_box_reg": 0.40627673733979464, "loss_cls": 0.23048221319913864, "loss_rpn_cls": 0.049915861804038286, "loss_rpn_loc": 0.07084512081928551, "lr": 0.02, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.8436867001000792, "total_loss": 0.7689576401025988}
{"data_time": 0.030723429983481765, "eta_seconds": 42862.5589007854, "fast_rcnn/cls_accuracy": 0.91455078125, "fast_rcnn/false_negative": 0.21872024688926095, "fast_rcnn/fg_cls_accuracy": 0.7168434302855, "iteration": 1819, "loss_box_reg": 0.39955516904592514, "loss_cls": 0.22769497893750668, "loss_rpn_cls": 0.05454213626217097, "loss_rpn_loc": 0.07285594765562564, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8517254870384932, "total_loss": 0.7616874092491344}
{"data_time": 0.027090507559478283, "eta_seconds": 42860.01950253267, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.23059968575418993, "fast_rcnn/fg_cls_accuracy": 0.7635409392458101, "iteration": 1839, "loss_box_reg": 0.38225749135017395, "loss_cls": 0.21798711456358433, "loss_rpn_cls": 0.044874479062855244, "loss_rpn_loc": 0.06922687357291579, "lr": 0.02, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8430383324157447, "total_loss": 0.7189764628419653}
{"data_time": 0.025601461064070463, "eta_seconds": 42828.72960862401, "fast_rcnn/cls_accuracy": 0.9091796875, "fast_rcnn/false_negative": 0.228515625, "fast_rcnn/fg_cls_accuracy": 0.75390625, "iteration": 1859, "loss_box_reg": 0.39488160237669945, "loss_cls": 0.22537433449178934, "loss_rpn_cls": 0.04364145046565682, "loss_rpn_loc": 0.07576995773706585, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8420260224957019, "total_loss": 0.7485191025771201}
{"data_time": 0.029731101589277387, "eta_seconds": 42809.94583712891, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.21366002955041158, "fast_rcnn/fg_cls_accuracy": 0.773435171385991, "iteration": 1879, "loss_box_reg": 0.3955548908561468, "loss_cls": 0.21781320730224252, "loss_rpn_cls": 0.041136672953143716, "loss_rpn_loc": 0.06902938452549279, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8482681317254901, "total_loss": 0.7146977090742439}
{"data_time": 0.03222028771415353, "eta_seconds": 42820.055955735734, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.19787527095375723, "fast_rcnn/fg_cls_accuracy": 0.7749044759825328, "iteration": 1899, "loss_box_reg": 0.40033998154103756, "loss_cls": 0.22377894818782806, "loss_rpn_cls": 0.04104615852702409, "loss_rpn_loc": 0.07399145350791514, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8572015620302409, "total_loss": 0.7416067788144574}
{"data_time": 0.0287845847196877, "eta_seconds": 42803.692861505086, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.22588315217391303, "fast_rcnn/fg_cls_accuracy": 0.7527777777777778, "iteration": 1919, "loss_box_reg": 0.3972946237772703, "loss_cls": 0.2149122478440404, "loss_rpn_cls": 0.04536355345044285, "loss_rpn_loc": 0.07896513771265745, "lr": 0.02, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.8448892550077289, "total_loss": 0.7387540797935799}
{"data_time": 0.024863649858161807, "eta_seconds": 42786.20677808649, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.2252521756329114, "fast_rcnn/fg_cls_accuracy": 0.744140625, "iteration": 1939, "loss_box_reg": 0.40419114008545876, "loss_cls": 0.2267809696495533, "loss_rpn_cls": 0.04924904752988368, "loss_rpn_loc": 0.08009951212443411, "lr": 0.02, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.844452123856172, "total_loss": 0.7586697436636314}
{"data_time": 0.030604667030274868, "eta_seconds": 42762.98683909164, "fast_rcnn/cls_accuracy": 0.91064453125, "fast_rcnn/false_negative": 0.23350232712765956, "fast_rcnn/fg_cls_accuracy": 0.7549126637554585, "iteration": 1959, "loss_box_reg": 0.3926700260490179, "loss_cls": 0.2198909765575081, "loss_rpn_cls": 0.04223521490348503, "loss_rpn_loc": 0.06801754410844296, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8487508276011795, "total_loss": 0.7244915638293605}
{"data_time": 0.028632792411372066, "eta_seconds": 42742.3527547596, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.192, "fast_rcnn/fg_cls_accuracy": 0.77734375, "iteration": 1979, "loss_box_reg": 0.41987837664783, "loss_cls": 0.2236676481552422, "loss_rpn_cls": 0.03820673772133887, "loss_rpn_loc": 0.07123997423332185, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8433439608197659, "total_loss": 0.7495248954510316}
{"data_time": 0.03202097839675844, "eta_seconds": 42714.747444616165, "fast_rcnn/cls_accuracy": 0.91357421875, "fast_rcnn/false_negative": 0.24294248949579833, "fast_rcnn/fg_cls_accuracy": 0.7107464607464608, "iteration": 1999, "loss_box_reg": 0.39545656368136406, "loss_cls": 0.2164267748594284, "loss_rpn_cls": 0.041159203508868814, "loss_rpn_loc": 0.07391434302553535, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.841085662599653, "total_loss": 0.7195160849951208}
{"data_time": 0.023633894976228476, "eta_seconds": 42705.25130603649, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.1844758064516129, "fast_rcnn/fg_cls_accuracy": 0.7835161744022503, "iteration": 2019, "loss_box_reg": 0.3856231365352869, "loss_cls": 0.21151909604668617, "loss_rpn_cls": 0.04407506145071238, "loss_rpn_loc": 0.0685185412876308, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8424544425215572, "total_loss": 0.713023925665766}
{"data_time": 0.030648904386907816, "eta_seconds": 42673.32500058599, "fast_rcnn/cls_accuracy": 0.9111328125, "fast_rcnn/false_negative": 0.2210184182015168, "fast_rcnn/fg_cls_accuracy": 0.7208247422680412, "iteration": 2039, "loss_box_reg": 0.40285419300198555, "loss_cls": 0.23206990351900458, "loss_rpn_cls": 0.05604933900758624, "loss_rpn_loc": 0.07500394573435187, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8391765381675214, "total_loss": 0.7614204077981412}
{"data_time": 0.029319648630917072, "eta_seconds": 42656.73578747059, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.1911502849002849, "fast_rcnn/fg_cls_accuracy": 0.7820827872433377, "iteration": 2059, "loss_box_reg": 0.38009387627243996, "loss_cls": 0.2269885642454028, "loss_rpn_cls": 0.04262224875856191, "loss_rpn_loc": 0.07147721713408828, "lr": 0.02, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8425833776127547, "total_loss": 0.7196298646740615}
{"data_time": 0.030606716871261597, "eta_seconds": 42636.70354049164, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.20595422956495174, "fast_rcnn/fg_cls_accuracy": 0.7907948071866784, "iteration": 2079, "loss_box_reg": 0.41044093761593103, "loss_cls": 0.21850510640069842, "loss_rpn_cls": 0.04250568361021578, "loss_rpn_loc": 0.0740023460239172, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8366166646592319, "total_loss": 0.7483526152791455}
{"data_time": 0.030197528656572104, "eta_seconds": 42630.165461200755, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.154296875, "fast_rcnn/fg_cls_accuracy": 0.7762880067567568, "iteration": 2099, "loss_box_reg": 0.3745693378150463, "loss_cls": 0.2192575791850686, "loss_rpn_cls": 0.03485643403837457, "loss_rpn_loc": 0.06455579283647239, "lr": 0.02, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8555036745965481, "total_loss": 0.6958530874690041}
{"data_time": 0.033210736932232976, "eta_seconds": 42617.35185695067, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.19773972602739726, "fast_rcnn/fg_cls_accuracy": 0.7810359589041096, "iteration": 2119, "loss_box_reg": 0.38163937628269196, "loss_cls": 0.21185149531811476, "loss_rpn_cls": 0.037195201381109655, "loss_rpn_loc": 0.06371977634262294, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8382701284717768, "total_loss": 0.7035534207825549}
{"data_time": 0.03100624051876366, "eta_seconds": 42603.73528700508, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.20959578804347828, "fast_rcnn/fg_cls_accuracy": 0.767578125, "iteration": 2139, "loss_box_reg": 0.39655774272978306, "loss_cls": 0.22732978546991944, "loss_rpn_cls": 0.04555824922863394, "loss_rpn_loc": 0.07666166429407895, "lr": 0.02, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8433951444458216, "total_loss": 0.7491028564982116}
{"data_time": 0.03246595850214362, "eta_seconds": 42579.41627115151, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.22786458333333331, "fast_rcnn/fg_cls_accuracy": 0.7511400139272637, "iteration": 2159, "loss_box_reg": 0.383225005120039, "loss_cls": 0.2224968713708222, "loss_rpn_cls": 0.0363044849364087, "loss_rpn_loc": 0.06754086725413799, "lr": 0.02, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.8401347761973739, "total_loss": 0.7168721080524847}
{"data_time": 0.03397257812321186, "eta_seconds": 42562.49987446843, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.2022470656491275, "fast_rcnn/fg_cls_accuracy": 0.7501309390198279, "iteration": 2179, "loss_box_reg": 0.38044711109250784, "loss_cls": 0.20071837911382318, "loss_rpn_cls": 0.037426995346322656, "loss_rpn_loc": 0.06232002470642328, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8492573206312954, "total_loss": 0.6942009686026722}
{"data_time": 0.02922705141827464, "eta_seconds": 42553.20088733942, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.22134733158355205, "fast_rcnn/fg_cls_accuracy": 0.7303506540697675, "iteration": 2199, "loss_box_reg": 0.3789317784830928, "loss_cls": 0.21808058628812432, "loss_rpn_cls": 0.04772277444135398, "loss_rpn_loc": 0.07625368307344615, "lr": 0.02, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.8477423361036927, "total_loss": 0.7261016593547538}
{"data_time": 0.0335522978566587, "eta_seconds": 42528.66708110226, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.20779650950292397, "fast_rcnn/fg_cls_accuracy": 0.7536127167630058, "iteration": 2219, "loss_box_reg": 0.386107356287539, "loss_cls": 0.2096976567991078, "loss_rpn_cls": 0.04256206733407453, "loss_rpn_loc": 0.06804138608276844, "lr": 0.02, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.844477376434952, "total_loss": 0.7100552699994296}
{"data_time": 0.03385135252028704, "eta_seconds": 42508.726985380286, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.195703125, "fast_rcnn/fg_cls_accuracy": 0.7596240942028986, "iteration": 2239, "loss_box_reg": 0.37803563941270113, "loss_cls": 0.2140974486246705, "loss_rpn_cls": 0.039762231637723744, "loss_rpn_loc": 0.07206970686092973, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.852315217955038, "total_loss": 0.7138920898432843}
{"data_time": 0.03372817439958453, "eta_seconds": 42490.43668701011, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.20282608695652174, "fast_rcnn/fg_cls_accuracy": 0.7854761904761904, "iteration": 2259, "loss_box_reg": 0.3813410382717848, "loss_cls": 0.2091179909184575, "loss_rpn_cls": 0.05006439925637096, "loss_rpn_loc": 0.07365943514741957, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.845187739469111, "total_loss": 0.7292233121115714}
{"data_time": 0.026704900432378054, "eta_seconds": 42471.66768508032, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.20588235294117646, "fast_rcnn/fg_cls_accuracy": 0.7807084556310562, "iteration": 2279, "loss_box_reg": 0.367417661473155, "loss_cls": 0.2162522953003645, "loss_rpn_cls": 0.0478493447881192, "loss_rpn_loc": 0.06525697244796902, "lr": 0.02, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8461887689772993, "total_loss": 0.7159304037922993}
{"data_time": 0.037289337953552604, "eta_seconds": 42440.62103057909, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.20474261886503067, "fast_rcnn/fg_cls_accuracy": 0.750890159170083, "iteration": 2299, "loss_box_reg": 0.3869832484051585, "loss_cls": 0.2229923619888723, "loss_rpn_cls": 0.03690884681418538, "loss_rpn_loc": 0.07091623055748641, "lr": 0.02, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8366138958372176, "total_loss": 0.7162993197562173}
{"data_time": 0.03562219999730587, "eta_seconds": 42430.86535878363, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.20242086909871243, "fast_rcnn/fg_cls_accuracy": 0.76171875, "iteration": 2319, "loss_box_reg": 0.37557853013277054, "loss_cls": 0.2012573517858982, "loss_rpn_cls": 0.040574852377176285, "loss_rpn_loc": 0.07703483244404197, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8501735713798553, "total_loss": 0.691316100594122}
{"data_time": 0.02402670308947563, "eta_seconds": 42398.61527740909, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.1717229603293413, "fast_rcnn/fg_cls_accuracy": 0.7836381004366813, "iteration": 2339, "loss_box_reg": 0.38070341292768717, "loss_cls": 0.21025277068838477, "loss_rpn_cls": 0.04626902611926198, "loss_rpn_loc": 0.06880776083562523, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 198.5, "rpn/num_pos_anchors": 57.5, "time": 0.8463274789974093, "total_loss": 0.719584824400954}
{"data_time": 0.029615171486511827, "eta_seconds": 42379.44045439153, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.21293475501396292, "fast_rcnn/fg_cls_accuracy": 0.7608938276397516, "iteration": 2359, "loss_box_reg": 0.37720298394560814, "loss_cls": 0.21085055638104677, "loss_rpn_cls": 0.04513569123810157, "loss_rpn_loc": 0.06671969126909971, "lr": 0.02, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.843664925545454, "total_loss": 0.7016194646712393}
{"data_time": 0.02989884535782039, "eta_seconds": 42364.24360224721, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.16908482142857142, "fast_rcnn/fg_cls_accuracy": 0.7819010416666667, "iteration": 2379, "loss_box_reg": 0.4100675489753485, "loss_cls": 0.22043334413319826, "loss_rpn_cls": 0.04041189490817487, "loss_rpn_loc": 0.07676457136403769, "lr": 0.02, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8459917013533413, "total_loss": 0.760427660192363}
{"data_time": 0.03764733741991222, "eta_seconds": 42347.90024149185, "fast_rcnn/cls_accuracy": 0.9130859375, "fast_rcnn/false_negative": 0.19201460040983606, "fast_rcnn/fg_cls_accuracy": 0.7758169934640523, "iteration": 2399, "loss_box_reg": 0.3895586431026459, "loss_cls": 0.21599520416930318, "loss_rpn_cls": 0.03311563120223582, "loss_rpn_loc": 0.06722613808233291, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.842417815933004, "total_loss": 0.7061002228874713}
{"data_time": 0.029307219898328185, "eta_seconds": 42323.14357666229, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.21555671477424215, "fast_rcnn/fg_cls_accuracy": 0.7632373953868137, "iteration": 2419, "loss_box_reg": 0.3905360596254468, "loss_cls": 0.21521567832678556, "loss_rpn_cls": 0.03807582124136388, "loss_rpn_loc": 0.06765143352095038, "lr": 0.02, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8408218706026673, "total_loss": 0.7231442225165665}
{"data_time": 0.04037015908397734, "eta_seconds": 42313.529238684336, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2062925543597628, "fast_rcnn/fg_cls_accuracy": 0.7445725762773063, "iteration": 2439, "loss_box_reg": 0.3616169532760978, "loss_cls": 0.20106372749432921, "loss_rpn_cls": 0.03974221833050251, "loss_rpn_loc": 0.06276328739477322, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.85126764443703, "total_loss": 0.6635875202482566}
{"data_time": 0.025279723340645432, "eta_seconds": 42289.339823880466, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.177734375, "fast_rcnn/fg_cls_accuracy": 0.800390625, "iteration": 2459, "loss_box_reg": 0.390996721573174, "loss_cls": 0.2075191391631961, "loss_rpn_cls": 0.03824729612097144, "loss_rpn_loc": 0.07074093422852457, "lr": 0.02, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8434552105609328, "total_loss": 0.7002799399197102}
{"data_time": 0.029604546260088682, "eta_seconds": 42276.02801518794, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.22311545358975945, "fast_rcnn/fg_cls_accuracy": 0.7513420298723333, "iteration": 2479, "loss_box_reg": 0.3865987043827772, "loss_cls": 0.21210519690066576, "loss_rpn_cls": 0.0337595425080508, "loss_rpn_loc": 0.06580320734065026, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8497306865174323, "total_loss": 0.7157324275467545}
{"data_time": 0.029159325174987316, "eta_seconds": 42259.12470337283, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.20927716810468422, "fast_rcnn/fg_cls_accuracy": 0.7853345802672704, "iteration": 2499, "loss_box_reg": 0.3753168638795614, "loss_cls": 0.21229914156720042, "loss_rpn_cls": 0.03800604573916644, "loss_rpn_loc": 0.06438288185745478, "lr": 0.02, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8451608386822045, "total_loss": 0.6992869565729052}
{"data_time": 0.024489856557920575, "eta_seconds": 42231.06949239201, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.17697108477011494, "fast_rcnn/fg_cls_accuracy": 0.801333648989899, "iteration": 2519, "loss_box_reg": 0.3642296604812145, "loss_cls": 0.20849885791540146, "loss_rpn_cls": 0.03706235939171165, "loss_rpn_loc": 0.06742452434264123, "lr": 0.02, "roi_head/num_bg_samples": 385.0, "roi_head/num_fg_samples": 127.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.844039466464892, "total_loss": 0.6938428380526602}
{"data_time": 0.03025193908251822, "eta_seconds": 42217.373673529364, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.21398082479642763, "fast_rcnn/fg_cls_accuracy": 0.7808759973404256, "iteration": 2539, "loss_box_reg": 0.3781950194388628, "loss_cls": 0.20942075131461024, "loss_rpn_cls": 0.03809033427387476, "loss_rpn_loc": 0.06382057757582515, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8477931215893477, "total_loss": 0.6879297814448364}
{"data_time": 0.03152466844767332, "eta_seconds": 42200.473541957326, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.220703125, "fast_rcnn/fg_cls_accuracy": 0.7732229949421965, "iteration": 2559, "loss_box_reg": 0.3822431657463312, "loss_cls": 0.21713355975225568, "loss_rpn_cls": 0.04178820725064725, "loss_rpn_loc": 0.0701652190182358, "lr": 0.02, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.8452011065091938, "total_loss": 0.7156610907404684}
{"data_time": 0.025243237614631653, "eta_seconds": 42177.55533280154, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.19789997329059827, "fast_rcnn/fg_cls_accuracy": 0.7740885416666667, "iteration": 2579, "loss_box_reg": 0.39387795329093933, "loss_cls": 0.2000519186258316, "loss_rpn_cls": 0.0453178453608416, "loss_rpn_loc": 0.0755008258856833, "lr": 0.02, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8464654937852174, "total_loss": 0.7151082433992997}
{"data_time": 0.030206809984520078, "eta_seconds": 42163.474094953155, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.21826718695472858, "fast_rcnn/fg_cls_accuracy": 0.7277935606060606, "iteration": 2599, "loss_box_reg": 0.3818815015256405, "loss_cls": 0.22052436787635088, "loss_rpn_cls": 0.03990971192251891, "loss_rpn_loc": 0.06827095826156437, "lr": 0.02, "roi_head/num_bg_samples": 390.0, "roi_head/num_fg_samples": 122.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8470250915270299, "total_loss": 0.7238167953910306}
{"data_time": 0.036660573445260525, "eta_seconds": 42118.619339508936, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.18877028952067576, "fast_rcnn/fg_cls_accuracy": 0.78515625, "iteration": 2619, "loss_box_reg": 0.3806436453014612, "loss_cls": 0.2210974721238017, "loss_rpn_cls": 0.04065726883709431, "loss_rpn_loc": 0.06695533101446927, "lr": 0.02, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8405752305407077, "total_loss": 0.7136668786406517}
{"data_time": 0.04055125988088548, "eta_seconds": 42113.00467799534, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.18158686926605505, "fast_rcnn/fg_cls_accuracy": 0.79453125, "iteration": 2639, "loss_box_reg": 0.3792949002236128, "loss_cls": 0.2024219105951488, "loss_rpn_cls": 0.03567528759595007, "loss_rpn_loc": 0.06517464865464717, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.8462773854844272, "total_loss": 0.6968302628374659}
{"data_time": 0.03256329149007797, "eta_seconds": 42107.750936408294, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.1639484085708342, "fast_rcnn/fg_cls_accuracy": 0.7960427989130434, "iteration": 2659, "loss_box_reg": 0.3779578749090433, "loss_cls": 0.20566580910235643, "loss_rpn_cls": 0.03756922215688974, "loss_rpn_loc": 0.06786181917414069, "lr": 0.02, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8477782688569278, "total_loss": 0.7016089512035251}
{"data_time": 0.02663187519647181, "eta_seconds": 42079.22035383177, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.18461124625748504, "fast_rcnn/fg_cls_accuracy": 0.7927673969072164, "iteration": 2679, "loss_box_reg": 0.3726461613550782, "loss_cls": 0.19772819615900517, "loss_rpn_cls": 0.03555442774086259, "loss_rpn_loc": 0.06725669652223587, "lr": 0.02, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8404450323432684, "total_loss": 0.678832096979022}
{"data_time": 0.027813198510557413, "eta_seconds": 42076.169009612175, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.22281364468864467, "fast_rcnn/fg_cls_accuracy": 0.7709263392857143, "iteration": 2699, "loss_box_reg": 0.37909745052456856, "loss_cls": 0.19841113733127713, "loss_rpn_cls": 0.0394911109469831, "loss_rpn_loc": 0.06821603793650866, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8510470245964825, "total_loss": 0.6911972778616473}
{"data_time": 0.030618343502283096, "eta_seconds": 42051.98797776573, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.22817595108695654, "fast_rcnn/fg_cls_accuracy": 0.7602318548387097, "iteration": 2719, "loss_box_reg": 0.36457232013344765, "loss_cls": 0.19817393366247416, "loss_rpn_cls": 0.04165548080345616, "loss_rpn_loc": 0.06703007558826357, "lr": 0.02, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8420151746831834, "total_loss": 0.669680229621008}
{"data_time": 0.03281413717195392, "eta_seconds": 42045.18214943516, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.1797231479107921, "fast_rcnn/fg_cls_accuracy": 0.78881822386679, "iteration": 2739, "loss_box_reg": 0.399547066539526, "loss_cls": 0.21510489657521248, "loss_rpn_cls": 0.03736051416490227, "loss_rpn_loc": 0.0700402349466458, "lr": 0.02, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8496388404164463, "total_loss": 0.7147695601452142}
{"data_time": 0.0426074150018394, "eta_seconds": 42034.622297375, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.16663383056571912, "fast_rcnn/fg_cls_accuracy": 0.8016645103503185, "iteration": 2759, "loss_box_reg": 0.3776978440582752, "loss_cls": 0.21592078357934952, "loss_rpn_cls": 0.04083027003798634, "loss_rpn_loc": 0.07169008790515363, "lr": 0.02, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.8517663583625108, "total_loss": 0.7138345428393222}
{"data_time": 0.029436967568472028, "eta_seconds": 42019.14240969578, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.15327438578374425, "fast_rcnn/fg_cls_accuracy": 0.8244608010955152, "iteration": 2779, "loss_box_reg": 0.36998482421040535, "loss_cls": 0.20370808616280556, "loss_rpn_cls": 0.035790171241387725, "loss_rpn_loc": 0.06340151443146169, "lr": 0.02, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8458757870830595, "total_loss": 0.6750834137201309}
{"data_time": 0.03689791215583682, "eta_seconds": 42009.8000020436, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.21515326778484672, "fast_rcnn/fg_cls_accuracy": 0.7685494087837839, "iteration": 2799, "loss_box_reg": 0.3826793245971203, "loss_cls": 0.2157672494649887, "loss_rpn_cls": 0.03883129148744047, "loss_rpn_loc": 0.0659482020419091, "lr": 0.02, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8472198294475675, "total_loss": 0.6952422241447493}
{"data_time": 0.03153490135446191, "eta_seconds": 41992.067757528974, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.16588092672413793, "fast_rcnn/fg_cls_accuracy": 0.7971754330208167, "iteration": 2819, "loss_box_reg": 0.35529340989887714, "loss_cls": 0.20407193852588534, "loss_rpn_cls": 0.03841107210610062, "loss_rpn_loc": 0.07068396941758692, "lr": 0.02, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8465207563713193, "total_loss": 0.6885584633564577}
{"data_time": 0.03268443583510816, "eta_seconds": 41981.71354732127, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.17002177396162854, "fast_rcnn/fg_cls_accuracy": 0.8087413194444444, "iteration": 2839, "loss_box_reg": 0.3623725054785609, "loss_cls": 0.20242589758709073, "loss_rpn_cls": 0.040043151762802154, "loss_rpn_loc": 0.06687442003749311, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.848063146462664, "total_loss": 0.6735728594940156}
{"data_time": 0.03122662426903844, "eta_seconds": 41979.759369138395, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.2333386479591837, "fast_rcnn/fg_cls_accuracy": 0.7309254959898692, "iteration": 2859, "loss_box_reg": 0.3676065243780613, "loss_cls": 0.2088487925939262, "loss_rpn_cls": 0.03686162666417658, "loss_rpn_loc": 0.06725904461927712, "lr": 0.02, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8487494306173176, "total_loss": 0.6975027055013925}
{"data_time": 0.03088285680860281, "eta_seconds": 41951.263265788555, "fast_rcnn/cls_accuracy": 0.91796875, "fast_rcnn/false_negative": 0.19857368119266056, "fast_rcnn/fg_cls_accuracy": 0.7782396788990826, "iteration": 2879, "loss_box_reg": 0.38353969622403383, "loss_cls": 0.20729036070406437, "loss_rpn_cls": 0.03897052613319829, "loss_rpn_loc": 0.0728799500502646, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8441672951448709, "total_loss": 0.7121479595080018}
{"data_time": 0.04452803381718695, "eta_seconds": 41918.03342975513, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.224173144035533, "fast_rcnn/fg_cls_accuracy": 0.7531725888324874, "iteration": 2899, "loss_box_reg": 0.37923757266253233, "loss_cls": 0.202237818390131, "loss_rpn_cls": 0.03391612507402897, "loss_rpn_loc": 0.06457958836108446, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8453735380899161, "total_loss": 0.6867723745526746}
{"data_time": 0.03023290284909308, "eta_seconds": 41908.369930209126, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.1768476802147239, "fast_rcnn/fg_cls_accuracy": 0.7563357469512195, "iteration": 2919, "loss_box_reg": 0.387565391138196, "loss_cls": 0.21163367480039597, "loss_rpn_cls": 0.03944707103073597, "loss_rpn_loc": 0.06663864536676556, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8508012262172997, "total_loss": 0.7048027713317424}
{"data_time": 0.03764508152380586, "eta_seconds": 41897.176962179365, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.22297077922077924, "fast_rcnn/fg_cls_accuracy": 0.728515625, "iteration": 2939, "loss_box_reg": 0.3711297791451216, "loss_cls": 0.20288559515029192, "loss_rpn_cls": 0.03572460213035811, "loss_rpn_loc": 0.0686211024876684, "lr": 0.02, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8546640640124679, "total_loss": 0.6736477093654685}
{"data_time": 0.024765570648014545, "eta_seconds": 41882.126022266224, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.18179925444162437, "fast_rcnn/fg_cls_accuracy": 0.7578125, "iteration": 2959, "loss_box_reg": 0.3857374796643853, "loss_cls": 0.20730552542954683, "loss_rpn_cls": 0.03284936636919156, "loss_rpn_loc": 0.06194280367344618, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.848335969960317, "total_loss": 0.6976437947596423}
{"data_time": 0.03588455938734114, "eta_seconds": 41872.34724695538, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.20836542164035426, "fast_rcnn/fg_cls_accuracy": 0.7916345783596458, "iteration": 2979, "loss_box_reg": 0.3902101516723633, "loss_cls": 0.20562980882823467, "loss_rpn_cls": 0.039702944486634806, "loss_rpn_loc": 0.06570583023130894, "lr": 0.02, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8465925215277821, "total_loss": 0.6870581656694412}
{"data_time": 0.02787757501937449, "eta_seconds": 41861.68659053673, "fast_rcnn/cls_accuracy": 0.91015625, "fast_rcnn/false_negative": 0.1857311320754717, "fast_rcnn/fg_cls_accuracy": 0.7684627242152466, "iteration": 2999, "loss_box_reg": 0.38626669347286224, "loss_cls": 0.20621648849919438, "loss_rpn_cls": 0.03690094599733129, "loss_rpn_loc": 0.07273295056074858, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 195.75, "rpn/num_pos_anchors": 60.25, "time": 0.8444533173460513, "total_loss": 0.7082411045266781}
{"data_time": 0.02925459947437048, "eta_seconds": 41852.64860764425, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.17663517441860466, "fast_rcnn/fg_cls_accuracy": 0.7972835645886261, "iteration": 3019, "loss_box_reg": 0.3769582752138376, "loss_cls": 0.21490343939512968, "loss_rpn_cls": 0.03663013695040718, "loss_rpn_loc": 0.06597915303427726, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8495147281792015, "total_loss": 0.7141013302607462}
{"data_time": 0.029093946795910597, "eta_seconds": 41842.39241424389, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.206640625, "fast_rcnn/fg_cls_accuracy": 0.7396632566069906, "iteration": 3039, "loss_box_reg": 0.3774650041013956, "loss_cls": 0.21975950710475445, "loss_rpn_cls": 0.041948077210690826, "loss_rpn_loc": 0.06598562654107809, "lr": 0.02, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.8460741776507348, "total_loss": 0.704422632639762}
{"data_time": 0.032734300242736936, "eta_seconds": 41829.6531250095, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.18007479907694757, "fast_rcnn/fg_cls_accuracy": 0.7703276438802642, "iteration": 3059, "loss_box_reg": 0.3773892745375633, "loss_cls": 0.2081684647127986, "loss_rpn_cls": 0.03664234350435436, "loss_rpn_loc": 0.06796998938079923, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.8513535149395466, "total_loss": 0.6818527089781128}
{"data_time": 0.03235280513763428, "eta_seconds": 41817.29697625968, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.16375, "fast_rcnn/fg_cls_accuracy": 0.7786363636363636, "iteration": 3079, "loss_box_reg": 0.3892086036503315, "loss_cls": 0.20649757888168097, "loss_rpn_cls": 0.038896702928468585, "loss_rpn_loc": 0.07247040024958551, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8455606051720679, "total_loss": 0.7010771483182907}
{"data_time": 0.02838439983315766, "eta_seconds": 41800.374090451514, "fast_rcnn/cls_accuracy": 0.91650390625, "fast_rcnn/false_negative": 0.208984375, "fast_rcnn/fg_cls_accuracy": 0.7708940972222222, "iteration": 3099, "loss_box_reg": 0.3677169745787978, "loss_cls": 0.2069344283081591, "loss_rpn_cls": 0.0335072505986318, "loss_rpn_loc": 0.06209674780257046, "lr": 0.02, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8537675403058529, "total_loss": 0.6724988663336262}
{"data_time": 0.029312475118786097, "eta_seconds": 41780.49469164782, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.1739656690140845, "fast_rcnn/fg_cls_accuracy": 0.8182218309859155, "iteration": 3119, "loss_box_reg": 0.3763658329844475, "loss_cls": 0.20698958775028586, "loss_rpn_cls": 0.041028542967978865, "loss_rpn_loc": 0.06612040451727808, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8397347759455442, "total_loss": 0.6909296870580874}
{"data_time": 0.026799242477864027, "eta_seconds": 41770.08646379551, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.20806393353801697, "fast_rcnn/fg_cls_accuracy": 0.7470370370370369, "iteration": 3139, "loss_box_reg": 0.3778321910649538, "loss_cls": 0.2099443320184946, "loss_rpn_cls": 0.03835511137731373, "loss_rpn_loc": 0.0656436876161024, "lr": 0.02, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8440408036112785, "total_loss": 0.7032484404044226}
{"data_time": 0.03764502704143524, "eta_seconds": 41764.97629974433, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.1718631628787879, "fast_rcnn/fg_cls_accuracy": 0.8133308895405669, "iteration": 3159, "loss_box_reg": 0.3702544001862407, "loss_cls": 0.19378303876146674, "loss_rpn_cls": 0.032732180785387754, "loss_rpn_loc": 0.05449793755542487, "lr": 0.02, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8490809425711632, "total_loss": 0.6547737551154569}
{"data_time": 0.0278428066521883, "eta_seconds": 41750.045129810926, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.20978365715860547, "fast_rcnn/fg_cls_accuracy": 0.7730160124118146, "iteration": 3179, "loss_box_reg": 0.38220242969691753, "loss_cls": 0.20168998884037137, "loss_rpn_cls": 0.03426729899365455, "loss_rpn_loc": 0.06555983237922192, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8503444048110396, "total_loss": 0.6849996263626963}
{"data_time": 0.03598455898463726, "eta_seconds": 41731.1180671996, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.22103276635021096, "fast_rcnn/fg_cls_accuracy": 0.734375, "iteration": 3199, "loss_box_reg": 0.38816144689917564, "loss_cls": 0.20778979919850826, "loss_rpn_cls": 0.03693851549178362, "loss_rpn_loc": 0.07024640054441988, "lr": 0.02, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.8445625030435622, "total_loss": 0.7211821341479663}
{"data_time": 0.02954255137592554, "eta_seconds": 41709.708591206465, "fast_rcnn/cls_accuracy": 0.91259765625, "fast_rcnn/false_negative": 0.236328125, "fast_rcnn/fg_cls_accuracy": 0.7432095244884864, "iteration": 3219, "loss_box_reg": 0.38188239373266697, "loss_cls": 0.2089778631925583, "loss_rpn_cls": 0.03740630066022277, "loss_rpn_loc": 0.06967383180744946, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8392834924161434, "total_loss": 0.6991285544354469}
{"data_time": 0.030556301586329937, "eta_seconds": 41690.83347895555, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.173828125, "fast_rcnn/fg_cls_accuracy": 0.7762459150326797, "iteration": 3239, "loss_box_reg": 0.37533172592520714, "loss_cls": 0.20714262872934341, "loss_rpn_cls": 0.03890475712250918, "loss_rpn_loc": 0.06698734720703214, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8459118369501084, "total_loss": 0.6855397762265056}
{"data_time": 0.025123968487605453, "eta_seconds": 41673.906971788034, "fast_rcnn/cls_accuracy": 0.916015625, "fast_rcnn/false_negative": 0.23932035098522167, "fast_rcnn/fg_cls_accuracy": 0.7465595606337984, "iteration": 3259, "loss_box_reg": 0.3786411387845874, "loss_cls": 0.19896802306175232, "loss_rpn_cls": 0.03281286975834519, "loss_rpn_loc": 0.06696015398483723, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8468353983480483, "total_loss": 0.6736350970459171}
{"data_time": 0.02885707514360547, "eta_seconds": 41659.60214746208, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.1526501225490196, "fast_rcnn/fg_cls_accuracy": 0.800390625, "iteration": 3279, "loss_box_reg": 0.3473753370344639, "loss_cls": 0.19680373510345817, "loss_rpn_cls": 0.03585900738835335, "loss_rpn_loc": 0.06458063377067447, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8528563077561557, "total_loss": 0.6667290385230444}
{"data_time": 0.03173795691691339, "eta_seconds": 41648.465571091976, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.1898336038961039, "fast_rcnn/fg_cls_accuracy": 0.7792748917748917, "iteration": 3299, "loss_box_reg": 0.3693484999239445, "loss_cls": 0.20166234951466322, "loss_rpn_cls": 0.04202242428436875, "loss_rpn_loc": 0.06601741700433195, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8442368335090578, "total_loss": 0.6825875798240304}
{"data_time": 0.029805436497554183, "eta_seconds": 41631.53564463882, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.1836925960637301, "fast_rcnn/fg_cls_accuracy": 0.7961119186046511, "iteration": 3319, "loss_box_reg": 0.38402559608221054, "loss_cls": 0.20379344373941422, "loss_rpn_cls": 0.036746922065503895, "loss_rpn_loc": 0.07246858882717788, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8481790125370026, "total_loss": 0.6980754954274744}
{"data_time": 0.030374728376045823, "eta_seconds": 41614.60571818566, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.17317708333333331, "fast_rcnn/fg_cls_accuracy": 0.8268229166666667, "iteration": 3339, "loss_box_reg": 0.38229857571423054, "loss_cls": 0.19898872636258602, "loss_rpn_cls": 0.03636395884677768, "loss_rpn_loc": 0.07107436319347471, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8465443744789809, "total_loss": 0.6906741574639454}
{"data_time": 0.01840856345370412, "eta_seconds": 41600.431518716505, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.18485169491525422, "fast_rcnn/fg_cls_accuracy": 0.7771990740740741, "iteration": 3359, "loss_box_reg": 0.37167410738766193, "loss_cls": 0.1892947731539607, "loss_rpn_cls": 0.03050557943060994, "loss_rpn_loc": 0.06127973611000925, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.842315373942256, "total_loss": 0.6563995983160567}
{"data_time": 0.038976114708930254, "eta_seconds": 41582.20259136357, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.18399959415584416, "fast_rcnn/fg_cls_accuracy": 0.8033596837944663, "iteration": 3379, "loss_box_reg": 0.37629607785493135, "loss_cls": 0.211093595251441, "loss_rpn_cls": 0.037668232806026936, "loss_rpn_loc": 0.06610735773574561, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8433084851130843, "total_loss": 0.6874094879603945}
{"data_time": 0.03027726197615266, "eta_seconds": 41569.84860564396, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.18014039855072464, "fast_rcnn/fg_cls_accuracy": 0.8006114130434783, "iteration": 3399, "loss_box_reg": 0.3649169662967324, "loss_cls": 0.19685240741819143, "loss_rpn_cls": 0.04021221224684268, "loss_rpn_loc": 0.06184675311669707, "lr": 0.02, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8477473109960556, "total_loss": 0.6590692314784974}
{"data_time": 0.0336756301112473, "eta_seconds": 41556.262931687525, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.14306346104833914, "fast_rcnn/fg_cls_accuracy": 0.8046875, "iteration": 3419, "loss_box_reg": 0.37280308827757835, "loss_cls": 0.196254157461226, "loss_rpn_cls": 0.03313277964480221, "loss_rpn_loc": 0.06778667645994574, "lr": 0.02, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8471228652633727, "total_loss": 0.6820144847151823}
{"data_time": 0.023652929347008467, "eta_seconds": 41529.95608591987, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.20940576319062376, "fast_rcnn/fg_cls_accuracy": 0.7633294945219123, "iteration": 3439, "loss_box_reg": 0.3677034508436918, "loss_cls": 0.20901542901992798, "loss_rpn_cls": 0.035951659840065986, "loss_rpn_loc": 0.06499997107312083, "lr": 0.02, "roi_head/num_bg_samples": 385.75, "roi_head/num_fg_samples": 126.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.8415219304151833, "total_loss": 0.6864647846668959}
{"data_time": 0.03231381718069315, "eta_seconds": 41509.79133566818, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.17951552672955975, "fast_rcnn/fg_cls_accuracy": 0.7834201388888888, "iteration": 3459, "loss_box_reg": 0.3761831223964691, "loss_cls": 0.19603415858000517, "loss_rpn_cls": 0.04091367230284959, "loss_rpn_loc": 0.06996502308174968, "lr": 0.02, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8416765653528273, "total_loss": 0.6795997534063645}
{"data_time": 0.031847639475017786, "eta_seconds": 41494.080159129575, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.18199295343137256, "fast_rcnn/fg_cls_accuracy": 0.796875, "iteration": 3479, "loss_box_reg": 0.3703376594930887, "loss_cls": 0.19437601417303085, "loss_rpn_cls": 0.036567248695064336, "loss_rpn_loc": 0.06048625090625137, "lr": 0.02, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.8472352947574109, "total_loss": 0.6637812942499295}
{"data_time": 0.0372307060752064, "eta_seconds": 41474.85625074315, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.1848977580684898, "fast_rcnn/fg_cls_accuracy": 0.7981585769196389, "iteration": 3499, "loss_box_reg": 0.36530691757798195, "loss_cls": 0.20630369172431529, "loss_rpn_cls": 0.04110465303529054, "loss_rpn_loc": 0.05893661099253222, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8431702780071646, "total_loss": 0.6667817218694836}
{"data_time": 0.02826718776486814, "eta_seconds": 41456.471278211335, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.150390625, "fast_rcnn/fg_cls_accuracy": 0.8280826975141521, "iteration": 3519, "loss_box_reg": 0.37866693641990423, "loss_cls": 0.20708087366074324, "loss_rpn_cls": 0.033711139985825866, "loss_rpn_loc": 0.06478210573550314, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8394884194713086, "total_loss": 0.688079230254516}
{"data_time": 0.03454391984269023, "eta_seconds": 41439.54370577377, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.1749516039823009, "fast_rcnn/fg_cls_accuracy": 0.7837336033950617, "iteration": 3539, "loss_box_reg": 0.3710388271138072, "loss_cls": 0.19930831342935562, "loss_rpn_cls": 0.02993909624638036, "loss_rpn_loc": 0.06281071063131094, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8528768343385309, "total_loss": 0.6626181568717584}
{"data_time": 0.03258963208645582, "eta_seconds": 41422.01337389741, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.17016712725358601, "fast_rcnn/fg_cls_accuracy": 0.82421875, "iteration": 3559, "loss_box_reg": 0.36070319078862667, "loss_cls": 0.20496146799996495, "loss_rpn_cls": 0.034106198931112885, "loss_rpn_loc": 0.06718932383228093, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8425759945530444, "total_loss": 0.6711406690010335}
{"data_time": 0.033036728855222464, "eta_seconds": 41405.0860477807, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.21567239635995955, "fast_rcnn/fg_cls_accuracy": 0.7638140079529653, "iteration": 3579, "loss_box_reg": 0.3736157566308975, "loss_cls": 0.1988267102278769, "loss_rpn_cls": 0.03512243053410202, "loss_rpn_loc": 0.0627909426111728, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8456578506156802, "total_loss": 0.6771776585082989}
{"data_time": 0.028221758548170328, "eta_seconds": 41383.810427573975, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.15972049302788843, "fast_rcnn/fg_cls_accuracy": 0.7997796474358974, "iteration": 3599, "loss_box_reg": 0.3705189134925604, "loss_cls": 0.2067834548652172, "loss_rpn_cls": 0.04986877692863345, "loss_rpn_loc": 0.06713933148421347, "lr": 0.02, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8432721178978682, "total_loss": 0.6986599105293863}
{"data_time": 0.031151331961154938, "eta_seconds": 41375.53983042203, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.2446172248803828, "fast_rcnn/fg_cls_accuracy": 0.740234375, "iteration": 3619, "loss_box_reg": 0.36153411865234375, "loss_cls": 0.20018708752468228, "loss_rpn_cls": 0.04388983215903863, "loss_rpn_loc": 0.06339106993982568, "lr": 0.02, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.852699541952461, "total_loss": 0.669402492698282}
{"data_time": 0.039847556967288256, "eta_seconds": 41366.83278505225, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.18348598744708802, "fast_rcnn/fg_cls_accuracy": 0.7776123037728073, "iteration": 3639, "loss_box_reg": 0.3733627488836646, "loss_cls": 0.2109777946025133, "loss_rpn_cls": 0.04462925624102354, "loss_rpn_loc": 0.07256794295972213, "lr": 0.02, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8499954955186695, "total_loss": 0.703200654417742}
{"data_time": 0.02889382280409336, "eta_seconds": 41349.06876504747, "fast_rcnn/cls_accuracy": 0.91943359375, "fast_rcnn/false_negative": 0.1953125, "fast_rcnn/fg_cls_accuracy": 0.75140625, "iteration": 3659, "loss_box_reg": 0.38325120881199837, "loss_cls": 0.21211938839405775, "loss_rpn_cls": 0.04519639816135168, "loss_rpn_loc": 0.0736583286197856, "lr": 0.02, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8452596461866051, "total_loss": 0.716161985124927}
{"data_time": 0.026721168076619506, "eta_seconds": 41333.735752830515, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.1875, "fast_rcnn/fg_cls_accuracy": 0.765625, "iteration": 3679, "loss_box_reg": 0.3884005807340145, "loss_cls": 0.20839951559901237, "loss_rpn_cls": 0.03636141697643325, "loss_rpn_loc": 0.06724904931616038, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 196.0, "rpn/num_pos_anchors": 60.0, "time": 0.8451944766566157, "total_loss": 0.6975721174385399}
{"data_time": 0.03015975491143763, "eta_seconds": 41312.82550729718, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.1623641304347826, "fast_rcnn/fg_cls_accuracy": 0.7973391089108911, "iteration": 3699, "loss_box_reg": 0.36782890278846025, "loss_cls": 0.20239698607474566, "loss_rpn_cls": 0.03683694812934846, "loss_rpn_loc": 0.07051284564659, "lr": 0.02, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8449934765230864, "total_loss": 0.6830476682516746}
{"data_time": 0.03475626721046865, "eta_seconds": 41298.272423328366, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.20794172932330826, "fast_rcnn/fg_cls_accuracy": 0.7494441655310908, "iteration": 3719, "loss_box_reg": 0.35639246739447117, "loss_cls": 0.20207647467032075, "loss_rpn_cls": 0.0447302816901356, "loss_rpn_loc": 0.07033655163832009, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8436863773968071, "total_loss": 0.6786123551428318}
{"data_time": 0.02817967813462019, "eta_seconds": 41278.963229469024, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.18727964743589742, "fast_rcnn/fg_cls_accuracy": 0.7963963963963965, "iteration": 3739, "loss_box_reg": 0.3542823791503906, "loss_cls": 0.1916989511810243, "loss_rpn_cls": 0.03795350744621828, "loss_rpn_loc": 0.06871574663091451, "lr": 0.02, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.842157626291737, "total_loss": 0.6460656992276199}
{"data_time": 0.026752542704343796, "eta_seconds": 41256.000552984886, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.1750455437219731, "fast_rcnn/fg_cls_accuracy": 0.8180240127296398, "iteration": 3759, "loss_box_reg": 0.38365715742111206, "loss_cls": 0.2018967247568071, "loss_rpn_cls": 0.038243255810812116, "loss_rpn_loc": 0.06702786032110453, "lr": 0.02, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8445901756640524, "total_loss": 0.6858219020068645}
{"data_time": 0.03876255662180483, "eta_seconds": 41237.8619087867, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.18922738693467336, "fast_rcnn/fg_cls_accuracy": 0.77734375, "iteration": 3779, "loss_box_reg": 0.3844598727300763, "loss_cls": 0.20505373878404498, "loss_rpn_cls": 0.031087173148989677, "loss_rpn_loc": 0.06255170051008463, "lr": 0.02, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 201.25, "rpn/num_pos_anchors": 54.75, "time": 0.8444183953106403, "total_loss": 0.6979001458385028}
{"data_time": 0.028643562458455563, "eta_seconds": 41219.517637173645, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.20810746173469388, "fast_rcnn/fg_cls_accuracy": 0.7792045454545455, "iteration": 3799, "loss_box_reg": 0.3689639391377568, "loss_cls": 0.21667927410453558, "loss_rpn_cls": 0.04068913252558559, "loss_rpn_loc": 0.06921507115475833, "lr": 0.02, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.8455910144839436, "total_loss": 0.7009222117485479}
{"data_time": 0.028875359101220965, "eta_seconds": 41202.59005144145, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.17382509898433465, "fast_rcnn/fg_cls_accuracy": 0.8203125, "iteration": 3819, "loss_box_reg": 0.3662526896223426, "loss_cls": 0.19839660776779056, "loss_rpn_cls": 0.03457224788144231, "loss_rpn_loc": 0.0654277759604156, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8461427332367748, "total_loss": 0.6688632472651079}
{"data_time": 0.02738821762613952, "eta_seconds": 41183.30536330375, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.16522439397248306, "fast_rcnn/fg_cls_accuracy": 0.7948246239626555, "iteration": 3839, "loss_box_reg": 0.36760272085666656, "loss_cls": 0.19843627512454987, "loss_rpn_cls": 0.035140357533236966, "loss_rpn_loc": 0.06450729677453637, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.843138879397884, "total_loss": 0.6839742466108873}
{"data_time": 0.02332441578619182, "eta_seconds": 41156.33449023822, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.2050007735148515, "fast_rcnn/fg_cls_accuracy": 0.7498460117031106, "iteration": 3859, "loss_box_reg": 0.3613325385376811, "loss_cls": 0.19725638860836625, "loss_rpn_cls": 0.039698547683656216, "loss_rpn_loc": 0.061655158177018166, "lr": 0.02, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8442194759845734, "total_loss": 0.6562349474988878}
{"data_time": 0.02566668135114014, "eta_seconds": 41139.41200324567, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.20703125, "fast_rcnn/fg_cls_accuracy": 0.7635458424932109, "iteration": 3879, "loss_box_reg": 0.37228195648640394, "loss_cls": 0.2063443697988987, "loss_rpn_cls": 0.03889582777628675, "loss_rpn_loc": 0.06902156630530953, "lr": 0.02, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.844767092494294, "total_loss": 0.6892918706289493}
{"data_time": 0.028923205099999905, "eta_seconds": 41118.97750996216, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.17578125, "fast_rcnn/fg_cls_accuracy": 0.791015625, "iteration": 3899, "loss_box_reg": 0.38717065658420324, "loss_cls": 0.20873777009546757, "loss_rpn_cls": 0.03953435807488859, "loss_rpn_loc": 0.06609403342008591, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8413333592470735, "total_loss": 0.6891019372269511}
{"data_time": 0.03144358564168215, "eta_seconds": 41094.748325791676, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.21909648245575897, "fast_rcnn/fg_cls_accuracy": 0.7746738818807339, "iteration": 3919, "loss_box_reg": 0.3645248427055776, "loss_cls": 0.19885778753086925, "loss_rpn_cls": 0.03889977186918259, "loss_rpn_loc": 0.0688332284335047, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8447541298810393, "total_loss": 0.6714107755688019}
{"data_time": 0.03754149400629103, "eta_seconds": 41075.86726008123, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.18647143121301774, "fast_rcnn/fg_cls_accuracy": 0.7763901115023475, "iteration": 3939, "loss_box_reg": 0.3683599103242159, "loss_cls": 0.19885223219171166, "loss_rpn_cls": 0.03322456777095795, "loss_rpn_loc": 0.06267196882981807, "lr": 0.02, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8466880288906395, "total_loss": 0.6711992737837136}
{"data_time": 0.03663729038089514, "eta_seconds": 41050.910397951724, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.17257195026519434, "fast_rcnn/fg_cls_accuracy": 0.7877005347593583, "iteration": 3959, "loss_box_reg": 0.36940533854067326, "loss_cls": 0.19494615867733955, "loss_rpn_cls": 0.03285347728524357, "loss_rpn_loc": 0.06131908326642588, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.8443381055258214, "total_loss": 0.6504779809620231}
{"data_time": 0.03332782443612814, "eta_seconds": 41042.032810823526, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.22060943958473517, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 3979, "loss_box_reg": 0.36339699290692806, "loss_cls": 0.19268334237858653, "loss_rpn_cls": 0.03503294492838904, "loss_rpn_loc": 0.06291334936395288, "lr": 0.02, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8482856939081103, "total_loss": 0.6623017756501213}
{"data_time": 0.031259998213499784, "eta_seconds": 41030.053319195984, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.18774634009009009, "fast_rcnn/fg_cls_accuracy": 0.7561881188118812, "iteration": 3999, "loss_box_reg": 0.3555312938988209, "loss_cls": 0.19572900421917439, "loss_rpn_cls": 0.03367229289142415, "loss_rpn_loc": 0.058613976230844855, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.8505113760475069, "total_loss": 0.6497479202225804}
{"data_time": 0.03248510789126158, "eta_seconds": 41010.15816024179, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.21527186761229314, "fast_rcnn/fg_cls_accuracy": 0.7692805815508021, "iteration": 4019, "loss_box_reg": 0.3519772198051214, "loss_cls": 0.18811862356960773, "loss_rpn_cls": 0.032116901595145464, "loss_rpn_loc": 0.060633022570982575, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.8515716812107712, "total_loss": 0.6377685734769329}
{"data_time": 0.03563409764319658, "eta_seconds": 40995.28219557111, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.21062638274336282, "fast_rcnn/fg_cls_accuracy": 0.7607807071326385, "iteration": 4039, "loss_box_reg": 0.3761850520968437, "loss_cls": 0.2043331596069038, "loss_rpn_cls": 0.033130778872873634, "loss_rpn_loc": 0.06761762197129428, "lr": 0.02, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.8473219850566238, "total_loss": 0.6726518337382004}
{"data_time": 0.03300683107227087, "eta_seconds": 40978.363319693366, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.1640625, "fast_rcnn/fg_cls_accuracy": 0.8153409090909092, "iteration": 4059, "loss_box_reg": 0.36452353838831186, "loss_cls": 0.19680423336103559, "loss_rpn_cls": 0.034561994136311114, "loss_rpn_loc": 0.06520147330593318, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8486223628278822, "total_loss": 0.6636979384347796}
{"data_time": 0.03401913773268461, "eta_seconds": 40951.4025396544, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.1643605672690763, "fast_rcnn/fg_cls_accuracy": 0.831640625, "iteration": 4079, "loss_box_reg": 0.37015425506979227, "loss_cls": 0.20144308358430862, "loss_rpn_cls": 0.03773573786020279, "loss_rpn_loc": 0.061049425043165684, "lr": 0.02, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8401893873233348, "total_loss": 0.6734890279476531}
{"data_time": 0.03429971681907773, "eta_seconds": 40914.052742453525, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.20332635309278352, "fast_rcnn/fg_cls_accuracy": 0.7803308823529411, "iteration": 4099, "loss_box_reg": 0.36480430141091347, "loss_cls": 0.19624610943719745, "loss_rpn_cls": 0.0346537652076222, "loss_rpn_loc": 0.06501553719863296, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8403303795494139, "total_loss": 0.6625901867519133}
{"data_time": 0.02667146036401391, "eta_seconds": 40902.77932257112, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.1671470805617147, "fast_rcnn/fg_cls_accuracy": 0.78515625, "iteration": 4119, "loss_box_reg": 0.3683717716485262, "loss_cls": 0.19808281445875764, "loss_rpn_cls": 0.030999493726994842, "loss_rpn_loc": 0.06292925414163619, "lr": 0.02, "roi_head/num_bg_samples": 386.5, "roi_head/num_fg_samples": 125.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8443028912879527, "total_loss": 0.6625879039056599}
{"data_time": 0.0332012043800205, "eta_seconds": 40883.50922266557, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.189452867501648, "fast_rcnn/fg_cls_accuracy": 0.7890905688622754, "iteration": 4139, "loss_box_reg": 0.36744600161910057, "loss_cls": 0.19827498449012637, "loss_rpn_cls": 0.02865296445088461, "loss_rpn_loc": 0.061716856667771935, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8394096186384559, "total_loss": 0.672556807345245}
{"data_time": 0.03145687351934612, "eta_seconds": 40869.069562641904, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.22083225723140495, "fast_rcnn/fg_cls_accuracy": 0.7476643909450233, "iteration": 4159, "loss_box_reg": 0.3739791428670287, "loss_cls": 0.20295756543055177, "loss_rpn_cls": 0.031654464663006365, "loss_rpn_loc": 0.06229684129357338, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8568753986619413, "total_loss": 0.6843222147435881}
{"data_time": 0.029451495967805386, "eta_seconds": 40852.05348475557, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.2022759388515394, "fast_rcnn/fg_cls_accuracy": 0.750605182745347, "iteration": 4179, "loss_box_reg": 0.36157610127702355, "loss_cls": 0.19231726229190826, "loss_rpn_cls": 0.034574482473544776, "loss_rpn_loc": 0.06330529844854027, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8519067014567554, "total_loss": 0.6696962018031627}
{"data_time": 0.030299058416858315, "eta_seconds": 40835.252248508856, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.1683644595359366, "fast_rcnn/fg_cls_accuracy": 0.798884096024006, "iteration": 4199, "loss_box_reg": 0.350907102227211, "loss_cls": 0.1838889946229756, "loss_rpn_cls": 0.034329807036556304, "loss_rpn_loc": 0.06368530262261629, "lr": 0.02, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.8446267736144364, "total_loss": 0.6330581029178575}
{"data_time": 0.026140656555071473, "eta_seconds": 40818.77852843772, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.1937423406862745, "fast_rcnn/fg_cls_accuracy": 0.7927212952488687, "iteration": 4219, "loss_box_reg": 0.37613200303167105, "loss_cls": 0.20026023872196674, "loss_rpn_cls": 0.03438804601319134, "loss_rpn_loc": 0.060993925551883876, "lr": 0.02, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8423031666316092, "total_loss": 0.6752054451499134}
{"data_time": 0.03433016547933221, "eta_seconds": 40815.68007198069, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.20835946318826037, "fast_rcnn/fg_cls_accuracy": 0.7641200739792289, "iteration": 4239, "loss_box_reg": 0.35633590444922447, "loss_cls": 0.19608864141628146, "loss_rpn_cls": 0.037032057414762676, "loss_rpn_loc": 0.06581948464736342, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8546005329117179, "total_loss": 0.6490506322006695}
{"data_time": 0.028812320670112967, "eta_seconds": 40784.41903433483, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.2104134499914222, "fast_rcnn/fg_cls_accuracy": 0.7673222570960698, "iteration": 4259, "loss_box_reg": 0.35425691679120064, "loss_cls": 0.19692284148186445, "loss_rpn_cls": 0.03463680169079453, "loss_rpn_loc": 0.06672131980303675, "lr": 0.02, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8397260257042944, "total_loss": 0.6541084015043452}
{"data_time": 0.028580212499946356, "eta_seconds": 40756.23152815155, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.16015625, "fast_rcnn/fg_cls_accuracy": 0.82925763413242, "iteration": 4279, "loss_box_reg": 0.3524789954535663, "loss_cls": 0.19252200284972787, "loss_rpn_cls": 0.03262248117243871, "loss_rpn_loc": 0.058889233972877264, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8437591441906989, "total_loss": 0.6641108801122755}
{"data_time": 0.030318767065182328, "eta_seconds": 40745.545076095965, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.16711699933176444, "fast_rcnn/fg_cls_accuracy": 0.8108843537414966, "iteration": 4299, "loss_box_reg": 0.35254568234086037, "loss_cls": 0.19509338773787022, "loss_rpn_cls": 0.03216213849373162, "loss_rpn_loc": 0.06398195889778435, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8465164750814438, "total_loss": 0.6455647872644477}
{"data_time": 0.030653131660073996, "eta_seconds": 40733.87888829247, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.16625155666251556, "fast_rcnn/fg_cls_accuracy": 0.8125490196078431, "iteration": 4319, "loss_box_reg": 0.3496796693652868, "loss_cls": 0.18420752882957458, "loss_rpn_cls": 0.031618997862096876, "loss_rpn_loc": 0.06300019565969706, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8528287140652537, "total_loss": 0.6259333895286545}
{"data_time": 0.028590231202542782, "eta_seconds": 40707.65836935444, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.1838804472477064, "fast_rcnn/fg_cls_accuracy": 0.8076261467889908, "iteration": 4339, "loss_box_reg": 0.3658022368326783, "loss_cls": 0.18920383509248495, "loss_rpn_cls": 0.03298033820465207, "loss_rpn_loc": 0.06460676778806373, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.839467013021931, "total_loss": 0.6522914484376088}
{"data_time": 0.04057103209197521, "eta_seconds": 40699.87597130891, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.16151842948717948, "fast_rcnn/fg_cls_accuracy": 0.7854848130841121, "iteration": 4359, "loss_box_reg": 0.3630587747320533, "loss_cls": 0.19351460505276918, "loss_rpn_cls": 0.03262397862272337, "loss_rpn_loc": 0.06572725425940007, "lr": 0.02, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8493790493812412, "total_loss": 0.6636725395801477}
{"data_time": 0.031174979638308287, "eta_seconds": 40677.919018418994, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.1685833884115444, "fast_rcnn/fg_cls_accuracy": 0.7928996711987915, "iteration": 4379, "loss_box_reg": 0.36628071684390306, "loss_cls": 0.18990093190222979, "loss_rpn_cls": 0.032834169222041965, "loss_rpn_loc": 0.0675756165292114, "lr": 0.02, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8426334194373339, "total_loss": 0.6548859655740671}
{"data_time": 0.028599658515304327, "eta_seconds": 40654.80792052462, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.1846590909090909, "fast_rcnn/fg_cls_accuracy": 0.7766500170765027, "iteration": 4399, "loss_box_reg": 0.36835722997784615, "loss_cls": 0.19549662014469504, "loss_rpn_cls": 0.03807686362415552, "loss_rpn_loc": 0.06701050931587815, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.839123697951436, "total_loss": 0.6743366519222036}
{"data_time": 0.03933296259492636, "eta_seconds": 40637.90398592013, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2108833388911315, "fast_rcnn/fg_cls_accuracy": 0.7667823330334576, "iteration": 4419, "loss_box_reg": 0.3568774126470089, "loss_cls": 0.1975003513507545, "loss_rpn_cls": 0.032848006347194314, "loss_rpn_loc": 0.06284975842572749, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.8464587132912129, "total_loss": 0.6522822490660474}
{"data_time": 0.028970506507903337, "eta_seconds": 40618.05957973469, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.181640625, "fast_rcnn/fg_cls_accuracy": 0.7944435586734694, "iteration": 4439, "loss_box_reg": 0.36372947692871094, "loss_cls": 0.18331068893894553, "loss_rpn_cls": 0.03473726622178219, "loss_rpn_loc": 0.06625591975171119, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8409921885468066, "total_loss": 0.641162317013368}
{"data_time": 0.02991707273758948, "eta_seconds": 40609.39714306919, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.19895833333333335, "fast_rcnn/fg_cls_accuracy": 0.779296875, "iteration": 4459, "loss_box_reg": 0.3395365308970213, "loss_cls": 0.17769327736459672, "loss_rpn_cls": 0.026943118107737973, "loss_rpn_loc": 0.06074109545443207, "lr": 0.02, "roi_head/num_bg_samples": 387.25, "roi_head/num_fg_samples": 124.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8451375025324523, "total_loss": 0.6088466737419367}
{"data_time": 0.030951011460274458, "eta_seconds": 40583.38047083421, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1309261658031088, "fast_rcnn/fg_cls_accuracy": 0.8550518134715026, "iteration": 4479, "loss_box_reg": 0.3796666022390127, "loss_cls": 0.19925749208778143, "loss_rpn_cls": 0.03352859732694924, "loss_rpn_loc": 0.06360579468309879, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8459848114289343, "total_loss": 0.6630366866593249}
{"data_time": 0.02799305389635265, "eta_seconds": 40560.10168717615, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.1704993206521739, "fast_rcnn/fg_cls_accuracy": 0.7990379648760331, "iteration": 4499, "loss_box_reg": 0.3634385671466589, "loss_cls": 0.1827030023559928, "loss_rpn_cls": 0.032129037543199956, "loss_rpn_loc": 0.0597042771987617, "lr": 0.02, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8377446536906064, "total_loss": 0.6491046203300357}
{"data_time": 0.025553483050316572, "eta_seconds": 40549.57577666221, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.16871448863636362, "fast_rcnn/fg_cls_accuracy": 0.7913219915717185, "iteration": 4519, "loss_box_reg": 0.3697756612673402, "loss_cls": 0.19565238012000918, "loss_rpn_cls": 0.030705323035363108, "loss_rpn_loc": 0.06044433411443606, "lr": 0.02, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.844889277825132, "total_loss": 0.6577533722156659}
{"data_time": 0.03300875145941973, "eta_seconds": 40519.06375848572, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.1512716656584519, "fast_rcnn/fg_cls_accuracy": 0.7962213010204082, "iteration": 4539, "loss_box_reg": 0.35678583290427923, "loss_cls": 0.18288444867357612, "loss_rpn_cls": 0.02705774942296557, "loss_rpn_loc": 0.0595954938326031, "lr": 0.02, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8415817059576511, "total_loss": 0.6300236487295479}
{"data_time": 0.030172532889992, "eta_seconds": 40504.836868214654, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.16536458333333331, "fast_rcnn/fg_cls_accuracy": 0.82421875, "iteration": 4559, "loss_box_reg": 0.36333080008625984, "loss_cls": 0.1926645333878696, "loss_rpn_cls": 0.03378599538700655, "loss_rpn_loc": 0.05972599005326629, "lr": 0.02, "roi_head/num_bg_samples": 385.25, "roi_head/num_fg_samples": 126.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8445100882090628, "total_loss": 0.6461364625138231}
{"data_time": 0.03204233758151531, "eta_seconds": 40490.531131991185, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.17743200836820083, "fast_rcnn/fg_cls_accuracy": 0.8225679916317992, "iteration": 4579, "loss_box_reg": 0.3678167453035712, "loss_cls": 0.1900831707753241, "loss_rpn_cls": 0.031721854174975306, "loss_rpn_loc": 0.060073286294937134, "lr": 0.02, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8471526617649943, "total_loss": 0.6547412525396794}
{"data_time": 0.032469235360622406, "eta_seconds": 40474.57962983195, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.2084656526826007, "fast_rcnn/fg_cls_accuracy": 0.7607502753865611, "iteration": 4599, "loss_box_reg": 0.35683894250541925, "loss_cls": 0.19676348380744457, "loss_rpn_cls": 0.033702441898640245, "loss_rpn_loc": 0.06221362832002342, "lr": 0.02, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8443190522957593, "total_loss": 0.6725612581067253}
{"data_time": 0.030352564062923193, "eta_seconds": 40456.73339727614, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.16121847587719298, "fast_rcnn/fg_cls_accuracy": 0.829015899122807, "iteration": 4619, "loss_box_reg": 0.35419111885130405, "loss_cls": 0.19282723683863878, "loss_rpn_cls": 0.03712505393195897, "loss_rpn_loc": 0.06481396674644202, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8460104416590184, "total_loss": 0.6537348048586864}
{"data_time": 0.035915368935093284, "eta_seconds": 40432.403493128484, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.1730423620025674, "fast_rcnn/fg_cls_accuracy": 0.7852033132530121, "iteration": 4639, "loss_box_reg": 0.38800501078367233, "loss_cls": 0.20587116479873657, "loss_rpn_cls": 0.04143507411936298, "loss_rpn_loc": 0.07027530483901501, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8505377941764891, "total_loss": 0.6891318325069733}
{"data_time": 0.029870914528146386, "eta_seconds": 40422.935662561096, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.16376911212446352, "fast_rcnn/fg_cls_accuracy": 0.8090423145933014, "iteration": 4659, "loss_box_reg": 0.36336217541247606, "loss_cls": 0.18977971374988556, "loss_rpn_cls": 0.04029970656847581, "loss_rpn_loc": 0.06568183423951268, "lr": 0.02, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8494423802476376, "total_loss": 0.6845270190387964}
{"data_time": 0.04655711376108229, "eta_seconds": 40400.78705603606, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.13849431818181818, "fast_rcnn/fg_cls_accuracy": 0.8323206018518519, "iteration": 4679, "loss_box_reg": 0.35749651910737157, "loss_cls": 0.19257702073082328, "loss_rpn_cls": 0.033770707552321255, "loss_rpn_loc": 0.061945743567775935, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.842507159570232, "total_loss": 0.649979468784295}
{"data_time": 0.0251196154858917, "eta_seconds": 40386.552369319135, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.20310912093495936, "fast_rcnn/fg_cls_accuracy": 0.7756076388888888, "iteration": 4699, "loss_box_reg": 0.34835189767181873, "loss_cls": 0.19166362285614014, "loss_rpn_cls": 0.0289948750869371, "loss_rpn_loc": 0.06108846445567906, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8468604020308703, "total_loss": 0.63861921033822}
{"data_time": 0.028506706934422255, "eta_seconds": 40364.820444728946, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.1877227930383728, "fast_rcnn/fg_cls_accuracy": 0.7994480411686586, "iteration": 4719, "loss_box_reg": 0.35705740191042423, "loss_cls": 0.1997104841284454, "loss_rpn_cls": 0.037344673299230635, "loss_rpn_loc": 0.06136012531351298, "lr": 0.02, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8424120279960334, "total_loss": 0.6655958720948547}
{"data_time": 0.03150380705483258, "eta_seconds": 40352.75679820613, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.17291718132411066, "fast_rcnn/fg_cls_accuracy": 0.808623619371283, "iteration": 4739, "loss_box_reg": 0.3555285409092903, "loss_cls": 0.1823010127991438, "loss_rpn_cls": 0.03169594134669751, "loss_rpn_loc": 0.06147670350037515, "lr": 0.02, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.8475282634608448, "total_loss": 0.6368620383436792}
{"data_time": 0.04028651909902692, "eta_seconds": 40339.38552656118, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.1432848588537211, "fast_rcnn/fg_cls_accuracy": 0.8043417366946779, "iteration": 4759, "loss_box_reg": 0.3543732101097703, "loss_cls": 0.20161732006818056, "loss_rpn_cls": 0.031984133762307465, "loss_rpn_loc": 0.060916248068679124, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.8461730252020061, "total_loss": 0.6519168130762409}
{"data_time": 0.029391310177743435, "eta_seconds": 40321.92971811304, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.17925033467202142, "fast_rcnn/fg_cls_accuracy": 0.795368139223561, "iteration": 4779, "loss_box_reg": 0.36443348601460457, "loss_cls": 0.20105620939284563, "loss_rpn_cls": 0.032912630413193256, "loss_rpn_loc": 0.060775988502427936, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8432935439050198, "total_loss": 0.6710233550402336}
{"data_time": 0.032334734220057726, "eta_seconds": 40299.407025364926, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.17747395833333335, "fast_rcnn/fg_cls_accuracy": 0.7861559139784946, "iteration": 4799, "loss_box_reg": 0.3408221649006009, "loss_cls": 0.19151783781126142, "loss_rpn_cls": 0.03544715390307829, "loss_rpn_loc": 0.06302495347335935, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8425124560017139, "total_loss": 0.6502160400850698}
{"data_time": 0.0315766807179898, "eta_seconds": 40277.42885247525, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.15088521564020807, "fast_rcnn/fg_cls_accuracy": 0.8260354121179039, "iteration": 4819, "loss_box_reg": 0.37176912650465965, "loss_cls": 0.1907399883493781, "loss_rpn_cls": 0.029487065330613405, "loss_rpn_loc": 0.058382040821015835, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.838496207492426, "total_loss": 0.6538474782719277}
{"data_time": 0.028757554478943348, "eta_seconds": 40260.53431215417, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.19063145661157024, "fast_rcnn/fg_cls_accuracy": 0.7582741211667914, "iteration": 4839, "loss_box_reg": 0.356908886693418, "loss_cls": 0.19549071928486228, "loss_rpn_cls": 0.03621651523280889, "loss_rpn_loc": 0.061645370558835566, "lr": 0.02, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8367603910155594, "total_loss": 0.6610009126015939}
{"data_time": 0.03195416904054582, "eta_seconds": 40249.3021169547, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.15627977892128836, "fast_rcnn/fg_cls_accuracy": 0.8204603238324635, "iteration": 4859, "loss_box_reg": 0.34197005722671747, "loss_cls": 0.17825488513335586, "loss_rpn_cls": 0.03245363163296133, "loss_rpn_loc": 0.055922474595718086, "lr": 0.02, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.8486537374556065, "total_loss": 0.6129180736024864}
{"data_time": 0.02547063259407878, "eta_seconds": 40237.173700104, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.17145608965939935, "fast_rcnn/fg_cls_accuracy": 0.805419840644427, "iteration": 4879, "loss_box_reg": 0.35749656707048416, "loss_cls": 0.1909831971861422, "loss_rpn_cls": 0.029885929659940302, "loss_rpn_loc": 0.06338702491484582, "lr": 0.02, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8489664015360177, "total_loss": 0.6631001938367262}
{"data_time": 0.029059269931167364, "eta_seconds": 40228.711503625615, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.16796875, "fast_rcnn/fg_cls_accuracy": 0.813445060483871, "iteration": 4899, "loss_box_reg": 0.3580753868445754, "loss_cls": 0.18932826211676002, "loss_rpn_cls": 0.031487710773944855, "loss_rpn_loc": 0.06299663137178868, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.8484019888564944, "total_loss": 0.6548496800241992}
{"data_time": 0.028614579467102885, "eta_seconds": 40208.13596807793, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.20703125, "fast_rcnn/fg_cls_accuracy": 0.7757594280702687, "iteration": 4919, "loss_box_reg": 0.3640154656022787, "loss_cls": 0.18831064738333225, "loss_rpn_cls": 0.03349442302715033, "loss_rpn_loc": 0.06044306163676083, "lr": 0.02, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8426342525053769, "total_loss": 0.6400529912207276}
{"data_time": 0.030350872548297048, "eta_seconds": 40189.106047749054, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.15058876811594202, "fast_rcnn/fg_cls_accuracy": 0.8363160648874934, "iteration": 4939, "loss_box_reg": 0.34862852841615677, "loss_cls": 0.18841418344527483, "loss_rpn_cls": 0.0361658675246872, "loss_rpn_loc": 0.061248278827406466, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8443760010413826, "total_loss": 0.6437786509050056}
{"data_time": 0.03475489281117916, "eta_seconds": 40179.845570277655, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.188188674132948, "fast_rcnn/fg_cls_accuracy": 0.7941038995726496, "iteration": 4959, "loss_box_reg": 0.3594602672383189, "loss_cls": 0.19055064534768462, "loss_rpn_cls": 0.0307370214140974, "loss_rpn_loc": 0.061528107966296375, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8505178005434573, "total_loss": 0.6519112411770038}
{"data_time": 0.02925091120414436, "eta_seconds": 40153.618949335534, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.15164357311320753, "fast_rcnn/fg_cls_accuracy": 0.837890625, "iteration": 4979, "loss_box_reg": 0.36897803470492363, "loss_cls": 0.20125217363238335, "loss_rpn_cls": 0.03327884082682431, "loss_rpn_loc": 0.06471356749534607, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8413927394431084, "total_loss": 0.6673506717197597}
{"data_time": 0.03323289845138788, "eta_seconds": 40135.780179514084, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.15331296992481203, "fast_rcnn/fg_cls_accuracy": 0.8293429025236778, "iteration": 4999, "loss_box_reg": 0.3603293504565954, "loss_cls": 0.18805093597620726, "loss_rpn_cls": 0.0290285634691827, "loss_rpn_loc": 0.05532618286088109, "lr": 0.02, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.8500619626138359, "total_loss": 0.6324442650657147}
{"data_time": 0.047012400114908814, "eta_seconds": 40119.82031803625, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.1619087837837838, "fast_rcnn/fg_cls_accuracy": 0.8167703919491525, "iteration": 5019, "loss_box_reg": 0.3520029941573739, "loss_cls": 0.18792569637298584, "loss_rpn_cls": 0.033280635660048574, "loss_rpn_loc": 0.06556191411800683, "lr": 0.02, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8505198932252824, "total_loss": 0.6497677491279319}
{"data_time": 0.04715911252424121, "eta_seconds": 40106.73044242337, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.1610658042744657, "fast_rcnn/fg_cls_accuracy": 0.816030943627451, "iteration": 5039, "loss_box_reg": 0.3718905132263899, "loss_cls": 0.20193453319370747, "loss_rpn_cls": 0.03144237844389863, "loss_rpn_loc": 0.06490643927827477, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8529080371372402, "total_loss": 0.6714688606443815}
{"data_time": 0.05410800571553409, "eta_seconds": 40098.79350869707, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.15804675873325758, "fast_rcnn/fg_cls_accuracy": 0.8054315476190477, "iteration": 5059, "loss_box_reg": 0.3465424319729209, "loss_cls": 0.18640552880242467, "loss_rpn_cls": 0.028722152346745133, "loss_rpn_loc": 0.05731788882985711, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9128454548772424, "total_loss": 0.6183266456355341}
{"data_time": 0.048674848629161716, "eta_seconds": 40103.06042044074, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.1772945985099338, "fast_rcnn/fg_cls_accuracy": 0.7632230126817198, "iteration": 5079, "loss_box_reg": 0.34322090074419975, "loss_cls": 0.1941023408435285, "loss_rpn_cls": 0.030382172320969403, "loss_rpn_loc": 0.060166219249367714, "lr": 0.02, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9095087859313935, "total_loss": 0.621914358343929}
{"data_time": 0.060470722150057554, "eta_seconds": 40111.874561425764, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.18359375, "fast_rcnn/fg_cls_accuracy": 0.810546875, "iteration": 5099, "loss_box_reg": 0.34591187071055174, "loss_cls": 0.17997641442343593, "loss_rpn_cls": 0.02517200366128236, "loss_rpn_loc": 0.059983146376907825, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.8992667864076793, "total_loss": 0.6159266505856067}
{"data_time": 0.056784369982779026, "eta_seconds": 40113.45099244709, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.18821413821585903, "fast_rcnn/fg_cls_accuracy": 0.7976006669960474, "iteration": 5119, "loss_box_reg": 0.37178161554038525, "loss_cls": 0.19587370939552784, "loss_rpn_cls": 0.03017079271376133, "loss_rpn_loc": 0.06371646584011614, "lr": 0.02, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9063654043711722, "total_loss": 0.667102264764253}
{"data_time": 0.04331161850132048, "eta_seconds": 40107.14995108126, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.15127068922924902, "fast_rcnn/fg_cls_accuracy": 0.8288426763110308, "iteration": 5139, "loss_box_reg": 0.3741643652319908, "loss_cls": 0.18441505916416645, "loss_rpn_cls": 0.0314039516961202, "loss_rpn_loc": 0.06543946405872703, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.9063675296492875, "total_loss": 0.6464227868709713}
{"data_time": 0.055481817573308945, "eta_seconds": 40108.77399010467, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.21503623188405796, "fast_rcnn/fg_cls_accuracy": 0.7777777777777778, "iteration": 5159, "loss_box_reg": 0.3462392305955291, "loss_cls": 0.18395058065652847, "loss_rpn_cls": 0.028618606214877218, "loss_rpn_loc": 0.05920562369283289, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8996168738231063, "total_loss": 0.6230626590549946}
{"data_time": 0.05315329204313457, "eta_seconds": 40105.25769104296, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.2276445342085332, "fast_rcnn/fg_cls_accuracy": 0.7632123161764706, "iteration": 5179, "loss_box_reg": 0.3626477597281337, "loss_cls": 0.19256122363731265, "loss_rpn_cls": 0.035665412549860775, "loss_rpn_loc": 0.06384458323009312, "lr": 0.02, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9046738718170673, "total_loss": 0.6590405701426789}
{"data_time": 0.05610231636092067, "eta_seconds": 40120.66499037598, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.16421875, "fast_rcnn/fg_cls_accuracy": 0.7924136513157894, "iteration": 5199, "loss_box_reg": 0.3590300949290395, "loss_cls": 0.193752218503505, "loss_rpn_cls": 0.030719646369107068, "loss_rpn_loc": 0.06367022090125829, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.9064944472629577, "total_loss": 0.6461609711113852}
{"data_time": 0.05193988187238574, "eta_seconds": 40127.50193889113, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.169921875, "fast_rcnn/fg_cls_accuracy": 0.78515625, "iteration": 5219, "loss_box_reg": 0.35774857830256224, "loss_cls": 0.1895804489031434, "loss_rpn_cls": 0.03501902520656586, "loss_rpn_loc": 0.0597908633062616, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8980106350500137, "total_loss": 0.6574968880740926}
{"data_time": 0.05712208547629416, "eta_seconds": 40121.325123841176, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.17031531025179858, "fast_rcnn/fg_cls_accuracy": 0.810290404040404, "iteration": 5239, "loss_box_reg": 0.34353109169751406, "loss_cls": 0.1817809296771884, "loss_rpn_cls": 0.035115393286105245, "loss_rpn_loc": 0.06035938020795584, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.9036071714945138, "total_loss": 0.635681216197554}
{"data_time": 0.049841973930597305, "eta_seconds": 40145.80663325591, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.17754579741379312, "fast_rcnn/fg_cls_accuracy": 0.7749175077639752, "iteration": 5259, "loss_box_reg": 0.34146362263709307, "loss_cls": 0.1891093016602099, "loss_rpn_cls": 0.03253349586157128, "loss_rpn_loc": 0.06385175522882491, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8918466055765748, "total_loss": 0.620336989464704}
{"data_time": 0.053044638596475124, "eta_seconds": 40152.4255284511, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.18987352858744394, "fast_rcnn/fg_cls_accuracy": 0.7891095632530121, "iteration": 5279, "loss_box_reg": 0.34741953574121, "loss_cls": 0.1832738178782165, "loss_rpn_cls": 0.03170838236110285, "loss_rpn_loc": 0.0614983489504084, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.8866758760996163, "total_loss": 0.62265331618255}
{"data_time": 0.04732536943629384, "eta_seconds": 40154.62661582092, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.15267930188164713, "fast_rcnn/fg_cls_accuracy": 0.8097587719298245, "iteration": 5299, "loss_box_reg": 0.36941154301166534, "loss_cls": 0.19084058376029134, "loss_rpn_cls": 0.02952736383304, "loss_rpn_loc": 0.06355243176221848, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.9034653909038752, "total_loss": 0.6698547206615331}
{"data_time": 0.05140402028337121, "eta_seconds": 40154.05221197172, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.17429952246706173, "fast_rcnn/fg_cls_accuracy": 0.7924467165898618, "iteration": 5319, "loss_box_reg": 0.34921800903975964, "loss_cls": 0.18203327571973205, "loss_rpn_cls": 0.033056686632335186, "loss_rpn_loc": 0.058939644950442016, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.9124375102110207, "total_loss": 0.6310399663052522}
{"data_time": 0.0475586554966867, "eta_seconds": 40177.98014565674, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.19120762711864409, "fast_rcnn/fg_cls_accuracy": 0.7984375, "iteration": 5339, "loss_box_reg": 0.3611332457512617, "loss_cls": 0.18984452867880464, "loss_rpn_cls": 0.03074886492686346, "loss_rpn_loc": 0.06196574633941054, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.9078515891451389, "total_loss": 0.6565798635419924}
{"data_time": 0.0412311318796128, "eta_seconds": 40202.51741193491, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.166015625, "fast_rcnn/fg_cls_accuracy": 0.8135533707865168, "iteration": 5359, "loss_box_reg": 0.35467148572206497, "loss_cls": 0.17908432986587286, "loss_rpn_cls": 0.029057794832624495, "loss_rpn_loc": 0.06416438054293394, "lr": 0.02, "roi_head/num_bg_samples": 386.25, "roi_head/num_fg_samples": 125.75, "rpn/num_neg_anchors": 192.75, "rpn/num_pos_anchors": 63.25, "time": 0.9091535867191851, "total_loss": 0.6362556125677656}
{"data_time": 0.05376021354459226, "eta_seconds": 40218.24153044424, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.2113185975609756, "fast_rcnn/fg_cls_accuracy": 0.7746111266816144, "iteration": 5379, "loss_box_reg": 0.34933604300022125, "loss_cls": 0.1814572517760098, "loss_rpn_cls": 0.029781750723486766, "loss_rpn_loc": 0.05924516741652042, "lr": 0.02, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9050600880291313, "total_loss": 0.631686330656521}
{"data_time": 0.050908070988953114, "eta_seconds": 40252.49550545355, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.17146458102664375, "fast_rcnn/fg_cls_accuracy": 0.7963673595814977, "iteration": 5399, "loss_box_reg": 0.3567294143140316, "loss_cls": 0.20140906516462564, "loss_rpn_cls": 0.03042171406559646, "loss_rpn_loc": 0.06188312568701804, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9074379957746714, "total_loss": 0.6680820943438448}
{"data_time": 0.06460676388815045, "eta_seconds": 40300.20656944555, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.208984375, "fast_rcnn/fg_cls_accuracy": 0.7867222691441442, "iteration": 5419, "loss_box_reg": 0.3590090135112405, "loss_cls": 0.19461101153865457, "loss_rpn_cls": 0.03490174625767395, "loss_rpn_loc": 0.0661134225083515, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.9059132188558578, "total_loss": 0.6667050586256664}
{"data_time": 0.05252309120260179, "eta_seconds": 40367.754103567684, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.1307821327683616, "fast_rcnn/fg_cls_accuracy": 0.8401238794820718, "iteration": 5439, "loss_box_reg": 0.35880112648010254, "loss_cls": 0.18660970497876406, "loss_rpn_cls": 0.03289587190374732, "loss_rpn_loc": 0.06501577491872013, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.898497142130509, "total_loss": 0.63934724079445}
{"data_time": 0.04977660998702049, "eta_seconds": 40397.881256137975, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.20540540540540542, "fast_rcnn/fg_cls_accuracy": 0.765625, "iteration": 5459, "loss_box_reg": 0.3526801513507962, "loss_cls": 0.18442404456436634, "loss_rpn_cls": 0.033345029631163925, "loss_rpn_loc": 0.06403643684461713, "lr": 0.02, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8969217869453132, "total_loss": 0.6356162916054018}
{"data_time": 0.05015392531640828, "eta_seconds": 40448.67946377769, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.19889437779346036, "fast_rcnn/fg_cls_accuracy": 0.7818787475016655, "iteration": 5479, "loss_box_reg": 0.35971778631210327, "loss_cls": 0.18810885027050972, "loss_rpn_cls": 0.03286366706015542, "loss_rpn_loc": 0.06010913965292275, "lr": 0.02, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 198.0, "rpn/num_pos_anchors": 58.0, "time": 0.89177843532525, "total_loss": 0.6404708058398683}
{"data_time": 0.05577275436371565, "eta_seconds": 40513.38923075865, "fast_rcnn/cls_accuracy": 0.91845703125, "fast_rcnn/false_negative": 0.21172458022388058, "fast_rcnn/fg_cls_accuracy": 0.7601217196132597, "iteration": 5499, "loss_box_reg": 0.3663810836151242, "loss_cls": 0.19655257649719715, "loss_rpn_cls": 0.03422639395284932, "loss_rpn_loc": 0.05974730500020087, "lr": 0.02, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8890580208972096, "total_loss": 0.6689592943293974}
{"data_time": 0.04941485868766904, "eta_seconds": 40587.57175109512, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.16735872901245713, "fast_rcnn/fg_cls_accuracy": 0.8138392857142858, "iteration": 5519, "loss_box_reg": 0.3604468982666731, "loss_cls": 0.18987422017380595, "loss_rpn_cls": 0.03208065347280353, "loss_rpn_loc": 0.060914855799637735, "lr": 0.02, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.9010109130758792, "total_loss": 0.6366878785775043}
{"data_time": 0.042229292914271355, "eta_seconds": 40673.23892170354, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.16527674051945895, "fast_rcnn/fg_cls_accuracy": 0.8178111293859649, "iteration": 5539, "loss_box_reg": 0.3471520198509097, "loss_cls": 0.19021389726549387, "loss_rpn_cls": 0.033385759976226836, "loss_rpn_loc": 0.05906700436025858, "lr": 0.02, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.894250713987276, "total_loss": 0.629411774512846}
{"data_time": 0.05818819045089185, "eta_seconds": 40737.637711796444, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.1729403409090909, "fast_rcnn/fg_cls_accuracy": 0.8219349457881568, "iteration": 5559, "loss_box_reg": 0.35225026309490204, "loss_cls": 0.1772218900732696, "loss_rpn_cls": 0.02965001860866323, "loss_rpn_loc": 0.059522346942685544, "lr": 0.02, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9055708753876388, "total_loss": 0.6273586033494212}
{"data_time": 0.033931175246834755, "eta_seconds": 40867.792875112966, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.18653350515463918, "fast_rcnn/fg_cls_accuracy": 0.8057345360824743, "iteration": 5579, "loss_box_reg": 0.3553151823580265, "loss_cls": 0.18519677314907312, "loss_rpn_cls": 0.0317654978716746, "loss_rpn_loc": 0.06091993197333068, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.893124848138541, "total_loss": 0.641132096759975}
{"data_time": 0.05015000142157078, "eta_seconds": 40998.30289543001, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.18822673174073123, "fast_rcnn/fg_cls_accuracy": 0.7986243516411423, "iteration": 5599, "loss_box_reg": 0.3545209430158138, "loss_cls": 0.19408889627084136, "loss_rpn_cls": 0.03498937250697054, "loss_rpn_loc": 0.06938307441305369, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8908138226252049, "total_loss": 0.6420117196685169}
{"data_time": 0.05195778049528599, "eta_seconds": 41069.74412651081, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.18268230070075625, "fast_rcnn/fg_cls_accuracy": 0.806323902027027, "iteration": 5619, "loss_box_reg": 0.35181933268904686, "loss_cls": 0.19887925358489156, "loss_rpn_cls": 0.03749408741714433, "loss_rpn_loc": 0.06403572938870639, "lr": 0.02, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8930818850640208, "total_loss": 0.6568818791420199}
{"data_time": 0.046389824943616986, "eta_seconds": 41131.51902228873, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.16268717634754215, "fast_rcnn/fg_cls_accuracy": 0.810186887254902, "iteration": 5639, "loss_box_reg": 0.3611537916585803, "loss_cls": 0.17888686480000615, "loss_rpn_cls": 0.03157460689544678, "loss_rpn_loc": 0.06290245684795082, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8930516771506518, "total_loss": 0.6395857654861175}
{"data_time": 0.05280701001174748, "eta_seconds": 41260.750659781974, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.17170388214583526, "fast_rcnn/fg_cls_accuracy": 0.809006605691057, "iteration": 5659, "loss_box_reg": 0.3599638883024454, "loss_cls": 0.1838041339069605, "loss_rpn_cls": 0.02685363488853909, "loss_rpn_loc": 0.057888662442564964, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9075947268866003, "total_loss": 0.6365444684925023}
{"data_time": 0.04677972407080233, "eta_seconds": 41340.21165934671, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.1778180500181225, "fast_rcnn/fg_cls_accuracy": 0.7849511020289008, "iteration": 5679, "loss_box_reg": 0.35819370765239, "loss_cls": 0.20508616790175438, "loss_rpn_cls": 0.029107293637935072, "loss_rpn_loc": 0.061425522551871836, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.889289336046204, "total_loss": 0.6491067737806588}
{"data_time": 0.05835220543667674, "eta_seconds": 41380.0906968934, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.13553067396313365, "fast_rcnn/fg_cls_accuracy": 0.833984375, "iteration": 5699, "loss_box_reg": 0.3462404441088438, "loss_cls": 0.17234811931848526, "loss_rpn_cls": 0.03037872409913689, "loss_rpn_loc": 0.06031679455190897, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8993660544510931, "total_loss": 0.6126516686636023}
{"data_time": 0.057822123635560274, "eta_seconds": 41427.16086312267, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.15585666967780787, "fast_rcnn/fg_cls_accuracy": 0.7945886404028436, "iteration": 5719, "loss_box_reg": 0.35301750618964434, "loss_cls": 0.19195865700021386, "loss_rpn_cls": 0.032068806554889306, "loss_rpn_loc": 0.060972427134402096, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.9087110860273242, "total_loss": 0.6481207878096029}
{"data_time": 0.055067000444978476, "eta_seconds": 41484.48308419087, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.1767795138888889, "fast_rcnn/fg_cls_accuracy": 0.7922502334267041, "iteration": 5739, "loss_box_reg": 0.33697246108204126, "loss_cls": 0.18382571917027235, "loss_rpn_cls": 0.030170466983690858, "loss_rpn_loc": 0.06178340903716162, "lr": 0.02, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9106661796104163, "total_loss": 0.6129579724511132}
{"data_time": 0.06219285889528692, "eta_seconds": 41523.97395322705, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.17728365384615385, "fast_rcnn/fg_cls_accuracy": 0.7957001698317122, "iteration": 5759, "loss_box_reg": 0.35429463908076286, "loss_cls": 0.1845928872935474, "loss_rpn_cls": 0.030889734014635906, "loss_rpn_loc": 0.06027809629449621, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9028215401340276, "total_loss": 0.6347574269457255}
{"data_time": 0.0453696227632463, "eta_seconds": 41563.40179890767, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.16890102615028135, "fast_rcnn/fg_cls_accuracy": 0.8138635023584906, "iteration": 5779, "loss_box_reg": 0.34537320863455534, "loss_cls": 0.17815617192536592, "loss_rpn_cls": 0.0278265671513509, "loss_rpn_loc": 0.05917019350454211, "lr": 0.02, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.8936337453778833, "total_loss": 0.6253403859736864}
{"data_time": 0.048800383461639285, "eta_seconds": 41611.54608093132, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2008751977848101, "fast_rcnn/fg_cls_accuracy": 0.7579113924050633, "iteration": 5799, "loss_box_reg": 0.357866533100605, "loss_cls": 0.19011422200128436, "loss_rpn_cls": 0.029245851561427116, "loss_rpn_loc": 0.06330029503442347, "lr": 0.02, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9048279349226505, "total_loss": 0.6274006853927858}
{"data_time": 0.07400424429215491, "eta_seconds": 41664.945595406694, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.18821330184966548, "fast_rcnn/fg_cls_accuracy": 0.7890625, "iteration": 5819, "loss_box_reg": 0.3666034312918782, "loss_cls": 0.19680000795051455, "loss_rpn_cls": 0.03507369657745585, "loss_rpn_loc": 0.059777825023047626, "lr": 0.02, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.9129742186050862, "total_loss": 0.6706431864295155}
{"data_time": 0.05155154992826283, "eta_seconds": 41693.37507819431, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.15024594907407407, "fast_rcnn/fg_cls_accuracy": 0.8335807801322717, "iteration": 5839, "loss_box_reg": 0.36525482684373856, "loss_cls": 0.1893306295387447, "loss_rpn_cls": 0.028940241667442024, "loss_rpn_loc": 0.05826333654113114, "lr": 0.02, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9088469645939767, "total_loss": 0.6562636478338391}
{"data_time": 0.052829202031716704, "eta_seconds": 41727.29851752729, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.16501204298418973, "fast_rcnn/fg_cls_accuracy": 0.8121916118421053, "iteration": 5859, "loss_box_reg": 0.35467651672661304, "loss_cls": 0.189970837906003, "loss_rpn_cls": 0.030316550575662404, "loss_rpn_loc": 0.05989848100580275, "lr": 0.02, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.9047344874124974, "total_loss": 0.6348497164435685}
{"data_time": 0.05204485822468996, "eta_seconds": 41735.17430569045, "fast_rcnn/cls_accuracy": 0.921875, "fast_rcnn/false_negative": 0.197265625, "fast_rcnn/fg_cls_accuracy": 0.7917835202991452, "iteration": 5879, "loss_box_reg": 0.3596861595287919, "loss_cls": 0.18977348506450653, "loss_rpn_cls": 0.029115736135281622, "loss_rpn_loc": 0.06602921755984426, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8947276906110346, "total_loss": 0.6635448093875311}
{"data_time": 0.045925235375761986, "eta_seconds": 41762.17927532829, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.17775237615207373, "fast_rcnn/fg_cls_accuracy": 0.7976769149754932, "iteration": 5899, "loss_box_reg": 0.34585132263600826, "loss_cls": 0.1817428688518703, "loss_rpn_cls": 0.03452741028741002, "loss_rpn_loc": 0.06024123448878527, "lr": 0.02, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9031098729465157, "total_loss": 0.6268449506023899}
{"data_time": 0.05976121872663498, "eta_seconds": 41803.20522991405, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.1528299600048479, "fast_rcnn/fg_cls_accuracy": 0.7903200780245601, "iteration": 5919, "loss_box_reg": 0.34458979498595, "loss_cls": 0.18262333795428276, "loss_rpn_cls": 0.029799451760482043, "loss_rpn_loc": 0.05895050649996847, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.9114176498260349, "total_loss": 0.6112111212569289}
{"data_time": 0.04210246098227799, "eta_seconds": 41829.43518432765, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.18722826086956523, "fast_rcnn/fg_cls_accuracy": 0.7900536380597014, "iteration": 5939, "loss_box_reg": 0.3600482549518347, "loss_cls": 0.19134422997012734, "loss_rpn_cls": 0.029595537984278053, "loss_rpn_loc": 0.06229613593313843, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.911269981879741, "total_loss": 0.639329175290186}
{"data_time": 0.05385785736143589, "eta_seconds": 41869.24987782049, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.19140625, "fast_rcnn/fg_cls_accuracy": 0.7939091435185186, "iteration": 5959, "loss_box_reg": 0.3557114899158478, "loss_cls": 0.18407727451995015, "loss_rpn_cls": 0.03716317901853472, "loss_rpn_loc": 0.06707928131800145, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.9043488116003573, "total_loss": 0.6517388281063177}
{"data_time": 0.04623084934428334, "eta_seconds": 41898.28105247556, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.173828125, "fast_rcnn/fg_cls_accuracy": 0.80234375, "iteration": 5979, "loss_box_reg": 0.3652857784181833, "loss_cls": 0.18813599552959204, "loss_rpn_cls": 0.035013835586141795, "loss_rpn_loc": 0.06329300813376904, "lr": 0.02, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.9069030941464007, "total_loss": 0.6578414577234071}
{"data_time": 0.045137077337130904, "eta_seconds": 41909.45251941378, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.17324322593043368, "fast_rcnn/fg_cls_accuracy": 0.8130234901442156, "iteration": 5999, "loss_box_reg": 0.333344133105129, "loss_cls": 0.18186811544001102, "loss_rpn_cls": 0.028076396556571126, "loss_rpn_loc": 0.057897479040548205, "lr": 0.02, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.8936546528711915, "total_loss": 0.6131246077129617}
{"data_time": 0.051592033356428146, "eta_seconds": 41920.00139938807, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.18359375, "fast_rcnn/fg_cls_accuracy": 0.8055707603503185, "iteration": 6019, "loss_box_reg": 0.33941764291375875, "loss_cls": 0.18262289185076952, "loss_rpn_cls": 0.028611385088879615, "loss_rpn_loc": 0.05779129290021956, "lr": 0.02, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.9033589984755963, "total_loss": 0.6040530203754315}
{"data_time": 0.04757896950468421, "eta_seconds": 41928.82748642913, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.1667953667953668, "fast_rcnn/fg_cls_accuracy": 0.819779426922284, "iteration": 6039, "loss_box_reg": 0.3507153866812587, "loss_cls": 0.1947594559751451, "loss_rpn_cls": 0.025444741593673825, "loss_rpn_loc": 0.05713420652318746, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9035262772813439, "total_loss": 0.6315037736203521}
{"data_time": 0.0504815517924726, "eta_seconds": 41898.490851399256, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.18107358870967744, "fast_rcnn/fg_cls_accuracy": 0.7702414772727273, "iteration": 6059, "loss_box_reg": 0.36484785098582506, "loss_cls": 0.20214769057929516, "loss_rpn_cls": 0.030547603964805603, "loss_rpn_loc": 0.06598385120742023, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8939897033851594, "total_loss": 0.6723671965009999}
{"data_time": 0.05711311078630388, "eta_seconds": 41880.44710089802, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.13838797814207648, "fast_rcnn/fg_cls_accuracy": 0.813854670201154, "iteration": 6079, "loss_box_reg": 0.3450551861897111, "loss_cls": 0.1816945648752153, "loss_rpn_cls": 0.026236507575958967, "loss_rpn_loc": 0.06044814712367952, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9046722515486181, "total_loss": 0.6250191113504115}
{"data_time": 0.05001092795282602, "eta_seconds": 41866.04538667691, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.23082386363636365, "fast_rcnn/fg_cls_accuracy": 0.7630051512733077, "iteration": 6099, "loss_box_reg": 0.3611799255013466, "loss_cls": 0.19840254401788116, "loss_rpn_cls": 0.03331284818705171, "loss_rpn_loc": 0.06328749179374427, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.9042539056390524, "total_loss": 0.6597039860207587}
{"data_time": 0.05196530022658408, "eta_seconds": 41831.33317818027, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.16574165723981898, "fast_rcnn/fg_cls_accuracy": 0.8283989677601811, "iteration": 6119, "loss_box_reg": 0.3502960205078125, "loss_cls": 0.18430380476638675, "loss_rpn_cls": 0.03056360746268183, "loss_rpn_loc": 0.05892653681803495, "lr": 0.02, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.8981683577876538, "total_loss": 0.6360943858744577}
{"data_time": 0.05648316093720496, "eta_seconds": 41813.2950448161, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.17110233516483517, "fast_rcnn/fg_cls_accuracy": 0.8034426510989011, "iteration": 6139, "loss_box_reg": 0.34159953333437443, "loss_cls": 0.18115604249760509, "loss_rpn_cls": 0.028043460508342832, "loss_rpn_loc": 0.05899398145265877, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9040954990778118, "total_loss": 0.6172525103320368}
{"data_time": 0.05507594393566251, "eta_seconds": 41795.25691145193, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.1608109287709497, "fast_rcnn/fg_cls_accuracy": 0.80859375, "iteration": 6159, "loss_box_reg": 0.3491238122805953, "loss_cls": 0.17573420144617558, "loss_rpn_cls": 0.03355463017942384, "loss_rpn_loc": 0.06393870420288295, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8994881170801818, "total_loss": 0.6330317703541368}
{"data_time": 0.04430807055905461, "eta_seconds": 41774.734702528454, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.1755271849593496, "fast_rcnn/fg_cls_accuracy": 0.8068946900406504, "iteration": 6179, "loss_box_reg": 0.3502675388008356, "loss_cls": 0.1977883386425674, "loss_rpn_cls": 0.03144214701023884, "loss_rpn_loc": 0.0602912160102278, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.9009352696593851, "total_loss": 0.6446155207231641}
{"data_time": 0.04479570081457496, "eta_seconds": 41756.13415586902, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.1450689524291498, "fast_rcnn/fg_cls_accuracy": 0.8032831139448786, "iteration": 6199, "loss_box_reg": 0.3510837871581316, "loss_cls": 0.1884684576652944, "loss_rpn_cls": 0.027078553452156484, "loss_rpn_loc": 0.05930862936656922, "lr": 0.02, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9032705766148865, "total_loss": 0.628331540065119}
{"data_time": 0.04902400798164308, "eta_seconds": 41733.34463687288, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.1955580357142857, "fast_rcnn/fg_cls_accuracy": 0.7849107142857144, "iteration": 6219, "loss_box_reg": 0.3468415327370167, "loss_cls": 0.18178050220012665, "loss_rpn_cls": 0.02957345434697345, "loss_rpn_loc": 0.058687703451141715, "lr": 0.02, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.8857033727690578, "total_loss": 0.612111477938015}
{"data_time": 0.051012995885685086, "eta_seconds": 41706.932055505924, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.16731770833333331, "fast_rcnn/fg_cls_accuracy": 0.8017707186123348, "iteration": 6239, "loss_box_reg": 0.34233360178768635, "loss_cls": 0.1698528635315597, "loss_rpn_cls": 0.026790875708684325, "loss_rpn_loc": 0.05720635352190584, "lr": 0.02, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8913587625138462, "total_loss": 0.5929703880101442}
{"data_time": 0.055365074425935745, "eta_seconds": 41687.71449755295, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.16086415120087336, "fast_rcnn/fg_cls_accuracy": 0.7931157594086021, "iteration": 6259, "loss_box_reg": 0.36145121045410633, "loss_cls": 0.19177850568667054, "loss_rpn_cls": 0.0249581664102152, "loss_rpn_loc": 0.058327842387370765, "lr": 0.02, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.8948180701117963, "total_loss": 0.645721337525174}
{"data_time": 0.047732108272612095, "eta_seconds": 41667.15192909376, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.15550860401181144, "fast_rcnn/fg_cls_accuracy": 0.8239746523499384, "iteration": 6279, "loss_box_reg": 0.34824129473418, "loss_cls": 0.18778511509299278, "loss_rpn_cls": 0.028993718267884105, "loss_rpn_loc": 0.05877143738325685, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8893354593310505, "total_loss": 0.626305264304392}
{"data_time": 0.0404348976444453, "eta_seconds": 41648.25831800094, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.18052796758302875, "fast_rcnn/fg_cls_accuracy": 0.8073991127955553, "iteration": 6299, "loss_box_reg": 0.35762670543044806, "loss_cls": 0.18532746704295278, "loss_rpn_cls": 0.03187341196462512, "loss_rpn_loc": 0.059040163876488805, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8972323411144316, "total_loss": 0.6378360200324096}
{"data_time": 0.04177393554709852, "eta_seconds": 41631.82491574064, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.17933321220930232, "fast_rcnn/fg_cls_accuracy": 0.7948603683897801, "iteration": 6319, "loss_box_reg": 0.3714829199016094, "loss_cls": 0.19310202589258552, "loss_rpn_cls": 0.030667583749163896, "loss_rpn_loc": 0.05918531981296837, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9038110643159598, "total_loss": 0.6503308116807602}
{"data_time": 0.047609452391043305, "eta_seconds": 41607.94943733327, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.16746794871794873, "fast_rcnn/fg_cls_accuracy": 0.7981124478969306, "iteration": 6339, "loss_box_reg": 0.37755439057946205, "loss_cls": 0.1882081776857376, "loss_rpn_cls": 0.02904808841412887, "loss_rpn_loc": 0.061838661786168814, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8961933099199086, "total_loss": 0.6572358958655968}
{"data_time": 0.046464299550279975, "eta_seconds": 41583.87663624552, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.140625, "fast_rcnn/fg_cls_accuracy": 0.816015625, "iteration": 6359, "loss_box_reg": 0.34054589457809925, "loss_cls": 0.1779472935013473, "loss_rpn_cls": 0.030560564540792257, "loss_rpn_loc": 0.059006020543165505, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 196.5, "rpn/num_pos_anchors": 59.5, "time": 0.9036836624145508, "total_loss": 0.5995492154033855}
{"data_time": 0.048243094235658646, "eta_seconds": 41551.92342029768, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.1796875, "fast_rcnn/fg_cls_accuracy": 0.796875, "iteration": 6379, "loss_box_reg": 0.3515456821769476, "loss_cls": 0.18792925029993057, "loss_rpn_cls": 0.028798975923564285, "loss_rpn_loc": 0.0575405394192785, "lr": 0.02, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8958409435581416, "total_loss": 0.62246111582499}
{"data_time": 0.041888189036399126, "eta_seconds": 41521.16827512835, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.16097861842105263, "fast_rcnn/fg_cls_accuracy": 0.8257759784075573, "iteration": 6399, "loss_box_reg": 0.36162293050438166, "loss_cls": 0.18175175320357084, "loss_rpn_cls": 0.0247019607340917, "loss_rpn_loc": 0.054561013472266495, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.898232698906213, "total_loss": 0.6241031434619799}
{"data_time": 0.03155036107636988, "eta_seconds": 41468.57650281768, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.17776679841897233, "fast_rcnn/fg_cls_accuracy": 0.8065217391304348, "iteration": 6419, "loss_box_reg": 0.3452921472489834, "loss_cls": 0.18983988463878632, "loss_rpn_cls": 0.0286835411679931, "loss_rpn_loc": 0.0564740882255137, "lr": 0.02, "roi_head/num_bg_samples": 420.75, "roi_head/num_fg_samples": 91.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8509591973852366, "total_loss": 0.6283664894290268}
{"data_time": 0.0236601026263088, "eta_seconds": 41409.06016843906, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.16258680555555555, "fast_rcnn/fg_cls_accuracy": 0.818359375, "iteration": 6439, "loss_box_reg": 0.3591292332857847, "loss_cls": 0.18497935496270657, "loss_rpn_cls": 0.03134186688112095, "loss_rpn_loc": 0.05885169445537031, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8452049985062331, "total_loss": 0.6389574359636754}
{"data_time": 0.023891713470220566, "eta_seconds": 41354.74446364422, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.17190701844262296, "fast_rcnn/fg_cls_accuracy": 0.787109375, "iteration": 6459, "loss_box_reg": 0.3473094152286649, "loss_cls": 0.18496801611036062, "loss_rpn_cls": 0.027127339388243854, "loss_rpn_loc": 0.0607228334993124, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.8400998604483902, "total_loss": 0.634476080944296}
{"data_time": 0.028211691416800022, "eta_seconds": 41295.31808656873, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.15225883152173914, "fast_rcnn/fg_cls_accuracy": 0.8412010063559322, "iteration": 6479, "loss_box_reg": 0.3440961390733719, "loss_cls": 0.18219312094151974, "loss_rpn_cls": 0.028641188982874155, "loss_rpn_loc": 0.062024120590649545, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8497159380931407, "total_loss": 0.622989593539387}
{"data_time": 0.0235650974791497, "eta_seconds": 41238.78625699342, "fast_rcnn/cls_accuracy": 0.91552734375, "fast_rcnn/false_negative": 0.15455812101910826, "fast_rcnn/fg_cls_accuracy": 0.806640625, "iteration": 6499, "loss_box_reg": 0.343408914282918, "loss_cls": 0.1765781231224537, "loss_rpn_cls": 0.029911479505244642, "loss_rpn_loc": 0.05968296644277871, "lr": 0.02, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8446841279510409, "total_loss": 0.6135181579156779}
{"data_time": 0.02567043504677713, "eta_seconds": 41198.21119775972, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.2087307224025974, "fast_rcnn/fg_cls_accuracy": 0.7813099118098159, "iteration": 6519, "loss_box_reg": 0.34252367354929447, "loss_cls": 0.19239037577062845, "loss_rpn_cls": 0.03268643707269803, "loss_rpn_loc": 0.054035059874877334, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8412158663850278, "total_loss": 0.6251029706327245}
{"data_time": 0.029415929224342108, "eta_seconds": 41147.37114366889, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.14175021045381495, "fast_rcnn/fg_cls_accuracy": 0.8294771634615384, "iteration": 6539, "loss_box_reg": 0.3704052660614252, "loss_cls": 0.194572604727, "loss_rpn_cls": 0.04034715361194685, "loss_rpn_loc": 0.06130015314556658, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8378056359943002, "total_loss": 0.6692583856056444}
{"data_time": 0.02309654513373971, "eta_seconds": 41079.55351477349, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.16379224898404202, "fast_rcnn/fg_cls_accuracy": 0.8297532284874056, "iteration": 6559, "loss_box_reg": 0.35481629287824035, "loss_cls": 0.18598262779414654, "loss_rpn_cls": 0.03341399802593514, "loss_rpn_loc": 0.06017649476416409, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.8456978539470583, "total_loss": 0.635715605225414}
{"data_time": 0.02692752960138023, "eta_seconds": 41022.798959979555, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.17960175304878048, "fast_rcnn/fg_cls_accuracy": 0.8039394946808511, "iteration": 6579, "loss_box_reg": 0.3429037341848016, "loss_cls": 0.17711199400946498, "loss_rpn_cls": 0.029673303244635463, "loss_rpn_loc": 0.056474839337170124, "lr": 0.02, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8445425317622721, "total_loss": 0.604192650062032}
{"data_time": 0.034464017720893025, "eta_seconds": 40955.72190442332, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1824585736185123, "fast_rcnn/fg_cls_accuracy": 0.795, "iteration": 6599, "loss_box_reg": 0.3564285431057215, "loss_cls": 0.19073454150930047, "loss_rpn_cls": 0.030961806915001944, "loss_rpn_loc": 0.06278063450008631, "lr": 0.02, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8407609146088362, "total_loss": 0.6454188742791303}
{"data_time": 0.02397436648607254, "eta_seconds": 40905.60609312449, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.17468834688346885, "fast_rcnn/fg_cls_accuracy": 0.8022222222222222, "iteration": 6619, "loss_box_reg": 0.35354868695139885, "loss_cls": 0.18745311349630356, "loss_rpn_cls": 0.02601027936907485, "loss_rpn_loc": 0.058365640812553465, "lr": 0.02, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.8432316770777106, "total_loss": 0.6249995771213435}
{"data_time": 0.02888605697080493, "eta_seconds": 40820.15635796939, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.17075225984372605, "fast_rcnn/fg_cls_accuracy": 0.8174649532710281, "iteration": 6639, "loss_box_reg": 0.3543167617172003, "loss_cls": 0.18017922062426805, "loss_rpn_cls": 0.030414718901738524, "loss_rpn_loc": 0.0569958871928975, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8418934119399637, "total_loss": 0.6230203364393674}
{"data_time": 0.031662303023040295, "eta_seconds": 40712.49138966459, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.16458333333333333, "fast_rcnn/fg_cls_accuracy": 0.8173076923076923, "iteration": 6659, "loss_box_reg": 0.3548237606883049, "loss_cls": 0.1885506259277463, "loss_rpn_cls": 0.03049537242623046, "loss_rpn_loc": 0.05943209247197956, "lr": 0.02, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8447565769311041, "total_loss": 0.6240685573720839}
{"data_time": 0.03003451065160334, "eta_seconds": 40650.63265225617, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.193359375, "fast_rcnn/fg_cls_accuracy": 0.7845627747923791, "iteration": 6679, "loss_box_reg": 0.34700206760317087, "loss_cls": 0.17356563499197364, "loss_rpn_cls": 0.02990482814493589, "loss_rpn_loc": 0.060753131518140435, "lr": 0.02, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8459673034958541, "total_loss": 0.6048139932681806}
{"data_time": 0.030213956953957677, "eta_seconds": 40572.737223516684, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.16430499325236167, "fast_rcnn/fg_cls_accuracy": 0.8229166666666667, "iteration": 6699, "loss_box_reg": 0.36101427488029003, "loss_cls": 0.1816825675778091, "loss_rpn_cls": 0.031107083545066416, "loss_rpn_loc": 0.061847168020904064, "lr": 0.02, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8457283249590546, "total_loss": 0.6416246083099395}
{"data_time": 0.029368660878390074, "eta_seconds": 40489.29650050565, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.14768813775510203, "fast_rcnn/fg_cls_accuracy": 0.8428392163212435, "iteration": 6719, "loss_box_reg": 0.351386989466846, "loss_cls": 0.18549268785864115, "loss_rpn_cls": 0.032020389568060637, "loss_rpn_loc": 0.06174649891909212, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.836667075753212, "total_loss": 0.6393436578218825}
{"data_time": 0.024851661873981357, "eta_seconds": 40381.9340209919, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.20487253289473684, "fast_rcnn/fg_cls_accuracy": 0.7498344809322034, "iteration": 6739, "loss_box_reg": 0.31528161000460386, "loss_cls": 0.1843277527950704, "loss_rpn_cls": 0.030662770295748487, "loss_rpn_loc": 0.05519373423885554, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8450683010742068, "total_loss": 0.5922234790632501}
{"data_time": 0.03262687707319856, "eta_seconds": 40268.2811331579, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.1482428779372011, "fast_rcnn/fg_cls_accuracy": 0.8468864468864469, "iteration": 6759, "loss_box_reg": 0.3404444735497236, "loss_cls": 0.18106438359245658, "loss_rpn_cls": 0.03309326204180252, "loss_rpn_loc": 0.06480530934641138, "lr": 0.02, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.8372972968500108, "total_loss": 0.6145318173803389}
{"data_time": 0.036888796370476484, "eta_seconds": 40182.06426427676, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.16633357558139533, "fast_rcnn/fg_cls_accuracy": 0.8048504601226993, "iteration": 6779, "loss_box_reg": 0.33114411728456616, "loss_cls": 0.18819333659484982, "loss_rpn_cls": 0.031465824926272035, "loss_rpn_loc": 0.061754423077218235, "lr": 0.02, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.8598186217714101, "total_loss": 0.5983674492017599}
{"data_time": 0.022165398579090834, "eta_seconds": 40095.22670946969, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.18013545755406757, "fast_rcnn/fg_cls_accuracy": 0.8020299692622951, "iteration": 6799, "loss_box_reg": 0.34932400844991207, "loss_cls": 0.18222870118916035, "loss_rpn_cls": 0.03128810744965449, "loss_rpn_loc": 0.0633231740212068, "lr": 0.02, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8557575091253966, "total_loss": 0.6230071893660352}
{"data_time": 0.02856358070857823, "eta_seconds": 39933.15187475248, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.13803150614754098, "fast_rcnn/fg_cls_accuracy": 0.8445449905778895, "iteration": 6819, "loss_box_reg": 0.35920531302690506, "loss_cls": 0.18509128270670772, "loss_rpn_cls": 0.02711796321091242, "loss_rpn_loc": 0.05662742885760963, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8360030753538013, "total_loss": 0.6207374813966453}
{"data_time": 0.035750407027080655, "eta_seconds": 39674.82846809691, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.16399846311475408, "fast_rcnn/fg_cls_accuracy": 0.8125, "iteration": 6839, "loss_box_reg": 0.351817162707448, "loss_cls": 0.17951252637431026, "loss_rpn_cls": 0.026724608906079084, "loss_rpn_loc": 0.05899567692540586, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8392702124547213, "total_loss": 0.6255625166813843}
{"data_time": 0.027475399896502495, "eta_seconds": 39540.81729973736, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.17625584112149534, "fast_rcnn/fg_cls_accuracy": 0.7784381907380452, "iteration": 6859, "loss_box_reg": 0.35792084597051144, "loss_cls": 0.19261350575834513, "loss_rpn_cls": 0.028741715708747506, "loss_rpn_loc": 0.06180245114956051, "lr": 0.02, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8394051294308156, "total_loss": 0.6324271600751672}
{"data_time": 0.022452769335359335, "eta_seconds": 39425.95025354787, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.19161189169631548, "fast_rcnn/fg_cls_accuracy": 0.7990586180124224, "iteration": 6879, "loss_box_reg": 0.3396716732531786, "loss_cls": 0.18206204427406192, "loss_rpn_cls": 0.028885515668662265, "loss_rpn_loc": 0.061639753403142095, "lr": 0.02, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8471044325269759, "total_loss": 0.6203021331457421}
{"data_time": 0.029148783069103956, "eta_seconds": 39328.74670578516, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.173828125, "fast_rcnn/fg_cls_accuracy": 0.8131465517241379, "iteration": 6899, "loss_box_reg": 0.3409501863643527, "loss_cls": 0.17869577067904174, "loss_rpn_cls": 0.030815800419077277, "loss_rpn_loc": 0.06032050703652203, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8396519087255001, "total_loss": 0.5926774167601252}
{"data_time": 0.028619346441701055, "eta_seconds": 39234.271306455834, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.1826388888888889, "fast_rcnn/fg_cls_accuracy": 0.7996457122093024, "iteration": 6919, "loss_box_reg": 0.3565257862210274, "loss_cls": 0.19323524553328753, "loss_rpn_cls": 0.02965771351591684, "loss_rpn_loc": 0.06238424405455589, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8405329121742398, "total_loss": 0.6419682980631478}
{"data_time": 0.022792866453528404, "eta_seconds": 39107.269790295046, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.158203125, "fast_rcnn/fg_cls_accuracy": 0.8228856646825398, "iteration": 6939, "loss_box_reg": 0.3354670777916908, "loss_cls": 0.17787116719409823, "loss_rpn_cls": 0.025844637129921466, "loss_rpn_loc": 0.05019316799007356, "lr": 0.02, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8439150925260037, "total_loss": 0.589860354695702}
{"data_time": 0.028931634966284037, "eta_seconds": 39015.505370853934, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.16470841535433073, "fast_rcnn/fg_cls_accuracy": 0.8215581938976377, "iteration": 6959, "loss_box_reg": 0.3446817137300968, "loss_cls": 0.17225697776302695, "loss_rpn_cls": 0.028782946930732578, "loss_rpn_loc": 0.054218513425439596, "lr": 0.02, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8451363656204194, "total_loss": 0.612715581752127}
{"data_time": 0.025732882553711534, "eta_seconds": 38910.79028203129, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.177734375, "fast_rcnn/fg_cls_accuracy": 0.8090001806358382, "iteration": 6979, "loss_box_reg": 0.3488196264952421, "loss_cls": 0.18164683505892754, "loss_rpn_cls": 0.030050292843952775, "loss_rpn_loc": 0.058210639050230384, "lr": 0.02, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.841777041554451, "total_loss": 0.6380684416508302}
{"data_time": 0.02816543262451887, "eta_seconds": 38809.66876499145, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.15564652738565782, "fast_rcnn/fg_cls_accuracy": 0.8398396982555398, "iteration": 6999, "loss_box_reg": 0.3555623134598136, "loss_cls": 0.1845752908848226, "loss_rpn_cls": 0.028698319336399436, "loss_rpn_loc": 0.05853396560996771, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8471106996294111, "total_loss": 0.6339489238744136}
{"data_time": 0.024978347355499864, "eta_seconds": 38732.9669462482, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.18795072115384615, "fast_rcnn/fg_cls_accuracy": 0.7971254006410257, "iteration": 7019, "loss_box_reg": 0.350433717481792, "loss_cls": 0.1848595393821597, "loss_rpn_cls": 0.03120337869040668, "loss_rpn_loc": 0.06208817777223885, "lr": 0.02, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8389005395583808, "total_loss": 0.6264733458519913}
{"data_time": 0.028164570219814777, "eta_seconds": 38674.11208515754, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.1667387288235525, "fast_rcnn/fg_cls_accuracy": 0.8036552649228705, "iteration": 7039, "loss_box_reg": 0.3435261659324169, "loss_cls": 0.17541876528412104, "loss_rpn_cls": 0.029327522381208837, "loss_rpn_loc": 0.055105270352214575, "lr": 0.02, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8410943488124758, "total_loss": 0.6097552176215686}
{"data_time": 0.029659107560291886, "eta_seconds": 38643.697582768975, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.1534262048192771, "fast_rcnn/fg_cls_accuracy": 0.8046875, "iteration": 7059, "loss_box_reg": 0.3448280729353428, "loss_cls": 0.17820328287780285, "loss_rpn_cls": 0.02660372678656131, "loss_rpn_loc": 0.055174152133986354, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8525808090344071, "total_loss": 0.6087108404608443}
{"data_time": 0.028987220721319318, "eta_seconds": 38580.711569673615, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.16029211956521738, "fast_rcnn/fg_cls_accuracy": 0.802734375, "iteration": 7079, "loss_box_reg": 0.36017601750791073, "loss_cls": 0.17663807701319456, "loss_rpn_cls": 0.025422957260161638, "loss_rpn_loc": 0.05538097594399005, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8383636770304292, "total_loss": 0.6226521834614687}
{"data_time": 0.031788203632459044, "eta_seconds": 38528.81621642993, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.13484873670212766, "fast_rcnn/fg_cls_accuracy": 0.8352915846456692, "iteration": 7099, "loss_box_reg": 0.34712168853729963, "loss_cls": 0.185797322075814, "loss_rpn_cls": 0.023542357404949144, "loss_rpn_loc": 0.060384061420336366, "lr": 0.02, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.8407551308628172, "total_loss": 0.6251100130612031}
{"data_time": 0.024974398547783494, "eta_seconds": 38471.895871795015, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.14205004035512508, "fast_rcnn/fg_cls_accuracy": 0.8254223331916701, "iteration": 7119, "loss_box_reg": 0.365632020868361, "loss_cls": 0.1874468415044248, "loss_rpn_cls": 0.028320725832600147, "loss_rpn_loc": 0.05723586236126721, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8353779802564532, "total_loss": 0.6343555507482961}
{"data_time": 0.034034800715744495, "eta_seconds": 38427.21654144325, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.13998463114754098, "fast_rcnn/fg_cls_accuracy": 0.8462419181034483, "iteration": 7139, "loss_box_reg": 0.34175802674144506, "loss_cls": 0.1753982943482697, "loss_rpn_cls": 0.02894455986097455, "loss_rpn_loc": 0.05752506328281015, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.8408661012072116, "total_loss": 0.6135851565049961}
{"data_time": 0.02220440050587058, "eta_seconds": 38382.70550536155, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.15138067061143984, "fast_rcnn/fg_cls_accuracy": 0.8287140376984127, "iteration": 7159, "loss_box_reg": 0.34907275158911943, "loss_cls": 0.17765199672430754, "loss_rpn_cls": 0.02738338167546317, "loss_rpn_loc": 0.05947763426229358, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8399652475491166, "total_loss": 0.6173148345260415}
{"data_time": 0.025364958215504885, "eta_seconds": 38341.53270367929, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.13671875, "fast_rcnn/fg_cls_accuracy": 0.8340919701213818, "iteration": 7179, "loss_box_reg": 0.3524624053388834, "loss_cls": 0.1801849640905857, "loss_rpn_cls": 0.02568789746146649, "loss_rpn_loc": 0.05811782041564584, "lr": 0.02, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8377489135600626, "total_loss": 0.6087530087388586}
{"data_time": 0.027203660691156983, "eta_seconds": 38300.2113361361, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.16829810049019608, "fast_rcnn/fg_cls_accuracy": 0.8166083342447774, "iteration": 7199, "loss_box_reg": 0.3707450572401285, "loss_cls": 0.18713537836447358, "loss_rpn_cls": 0.034031757386401296, "loss_rpn_loc": 0.05779833369888365, "lr": 0.02, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8339908826164901, "total_loss": 0.6594342024764046}
{"data_time": 0.02215854753740132, "eta_seconds": 38262.507433222374, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.17299700797872342, "fast_rcnn/fg_cls_accuracy": 0.798828125, "iteration": 7219, "loss_box_reg": 0.3360481960698962, "loss_cls": 0.18011569092050195, "loss_rpn_cls": 0.029684229171834886, "loss_rpn_loc": 0.06380840810015798, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.8382383503485471, "total_loss": 0.617013292532647}
{"data_time": 0.02982246852479875, "eta_seconds": 38226.643513455056, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.13626163563829788, "fast_rcnn/fg_cls_accuracy": 0.8598321143617021, "iteration": 7239, "loss_box_reg": 0.3475505216047168, "loss_cls": 0.17867899825796485, "loss_rpn_cls": 0.029703430278459564, "loss_rpn_loc": 0.06179327855352312, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8363385586999357, "total_loss": 0.6240787390852347}
{"data_time": 0.029581446666270494, "eta_seconds": 38192.958289132686, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.13592899714952061, "fast_rcnn/fg_cls_accuracy": 0.8360292575503356, "iteration": 7259, "loss_box_reg": 0.3458461966365576, "loss_cls": 0.18080137530341744, "loss_rpn_cls": 0.03127612452954054, "loss_rpn_loc": 0.06196368939708918, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.8439804662484676, "total_loss": 0.6220655970973894}
{"data_time": 0.0331429410725832, "eta_seconds": 38155.49991199747, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.157323707460733, "fast_rcnn/fg_cls_accuracy": 0.793653921955065, "iteration": 7279, "loss_box_reg": 0.3428079476580024, "loss_cls": 0.17309471918269992, "loss_rpn_cls": 0.03255388542311266, "loss_rpn_loc": 0.058391815051436424, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.839050656883046, "total_loss": 0.6151975821121596}
{"data_time": 0.024628556100651622, "eta_seconds": 38124.46945261443, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.169921875, "fast_rcnn/fg_cls_accuracy": 0.806640625, "iteration": 7299, "loss_box_reg": 0.3571162819862366, "loss_cls": 0.18904803274199367, "loss_rpn_cls": 0.03355320997070521, "loss_rpn_loc": 0.06112280336674303, "lr": 0.02, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8361917529255152, "total_loss": 0.6460084026912227}
{"data_time": 0.02607331331819296, "eta_seconds": 38087.66095461813, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.1952291913507109, "fast_rcnn/fg_cls_accuracy": 0.7799762228260869, "iteration": 7319, "loss_box_reg": 0.34593392815440893, "loss_cls": 0.18636217853054404, "loss_rpn_cls": 0.03425704129040241, "loss_rpn_loc": 0.05813571566250175, "lr": 0.02, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.8354831642936915, "total_loss": 0.6188021765556186}
{"data_time": 0.034900919534265995, "eta_seconds": 38053.46917399485, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.14968749294884814, "fast_rcnn/fg_cls_accuracy": 0.8218253968253968, "iteration": 7339, "loss_box_reg": 0.35051104612648487, "loss_cls": 0.18587723327800632, "loss_rpn_cls": 0.02977376780472696, "loss_rpn_loc": 0.05994090193416923, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.8455435263458639, "total_loss": 0.6315388349757995}
{"data_time": 0.029507861007004976, "eta_seconds": 38007.31526927068, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.19048985485781988, "fast_rcnn/fg_cls_accuracy": 0.798828125, "iteration": 7359, "loss_box_reg": 0.33375537768006325, "loss_cls": 0.1946440488100052, "loss_rpn_cls": 0.03138446612865664, "loss_rpn_loc": 0.059263431117869914, "lr": 0.02, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.8381635255645961, "total_loss": 0.6128330915234983}
{"data_time": 0.033242252888157964, "eta_seconds": 37988.131347598275, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.1555006126378435, "fast_rcnn/fg_cls_accuracy": 0.8147687815656566, "iteration": 7379, "loss_box_reg": 0.3527663676068187, "loss_cls": 0.1812213659286499, "loss_rpn_cls": 0.029150061774998903, "loss_rpn_loc": 0.05859036697074771, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8455360929947346, "total_loss": 0.6417335406586062}
{"data_time": 0.028581368969753385, "eta_seconds": 37948.34399742843, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.14137372802960224, "fast_rcnn/fg_cls_accuracy": 0.8012170712809917, "iteration": 7399, "loss_box_reg": 0.34549072571098804, "loss_cls": 0.18225630815140903, "loss_rpn_cls": 0.03419583791401237, "loss_rpn_loc": 0.059613111428916454, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8374592228792608, "total_loss": 0.6159232937498018}
{"data_time": 0.02792193158529699, "eta_seconds": 37929.586701518856, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.1543154761904762, "fast_rcnn/fg_cls_accuracy": 0.796875, "iteration": 7419, "loss_box_reg": 0.3516741534695029, "loss_cls": 0.17977957194671035, "loss_rpn_cls": 0.028414497268386185, "loss_rpn_loc": 0.05989972548559308, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8417709802743047, "total_loss": 0.6191791721794289}
{"data_time": 0.027061599539592862, "eta_seconds": 37911.81840662146, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.17494991987179487, "fast_rcnn/fg_cls_accuracy": 0.8038036040145986, "iteration": 7439, "loss_box_reg": 0.3355744769796729, "loss_cls": 0.18695362098515034, "loss_rpn_cls": 0.02543296106159687, "loss_rpn_loc": 0.06358295667450875, "lr": 0.02, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8422618347685784, "total_loss": 0.5994172318605706}
{"data_time": 0.028767355484887958, "eta_seconds": 37893.06758806808, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.1448135198135198, "fast_rcnn/fg_cls_accuracy": 0.8357194729743749, "iteration": 7459, "loss_box_reg": 0.36480189207941294, "loss_cls": 0.18617767933756113, "loss_rpn_cls": 0.029907396412454545, "loss_rpn_loc": 0.05988069670274854, "lr": 0.02, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8392470558173954, "total_loss": 0.6340276146802353}
{"data_time": 0.02084960788488388, "eta_seconds": 37870.59966279147, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.157578125, "fast_rcnn/fg_cls_accuracy": 0.8313008130081301, "iteration": 7479, "loss_box_reg": 0.3292900212109089, "loss_cls": 0.17096776887774467, "loss_rpn_cls": 0.03201057109981775, "loss_rpn_loc": 0.06132238416466862, "lr": 0.02, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8379098349250853, "total_loss": 0.5961545450845733}
{"data_time": 0.024120560148730874, "eta_seconds": 37848.87487698672, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.14453125, "fast_rcnn/fg_cls_accuracy": 0.8196614583333333, "iteration": 7499, "loss_box_reg": 0.3454336216673255, "loss_cls": 0.17584955506026745, "loss_rpn_cls": 0.02502875676145777, "loss_rpn_loc": 0.0633353505982086, "lr": 0.02, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8396305644419044, "total_loss": 0.6072283246321604}
{"data_time": 0.024586378131061792, "eta_seconds": 37834.934272044105, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.1538966150616636, "fast_rcnn/fg_cls_accuracy": 0.8139660022012963, "iteration": 7519, "loss_box_reg": 0.3508640192449093, "loss_cls": 0.1831634440459311, "loss_rpn_cls": 0.027004793577361852, "loss_rpn_loc": 0.05517222569324076, "lr": 0.02, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 230.25, "rpn/num_pos_anchors": 25.75, "time": 0.8483278062194586, "total_loss": 0.6256178439361975}
{"data_time": 0.027599498396739364, "eta_seconds": 37818.11164281308, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.1562129438931536, "fast_rcnn/fg_cls_accuracy": 0.8350751590958965, "iteration": 7539, "loss_box_reg": 0.34617108292877674, "loss_cls": 0.17487155459821224, "loss_rpn_cls": 0.028299493103986606, "loss_rpn_loc": 0.05590192379895598, "lr": 0.02, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.83961211447604, "total_loss": 0.6126051519240718}
{"data_time": 0.031117727514356375, "eta_seconds": 37791.03543970152, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.14631177325581396, "fast_rcnn/fg_cls_accuracy": 0.8322061567164178, "iteration": 7559, "loss_box_reg": 0.3170402115210891, "loss_cls": 0.16071390267461538, "loss_rpn_cls": 0.026534671953413635, "loss_rpn_loc": 0.056222648825496435, "lr": 0.02, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.8378916529472917, "total_loss": 0.5467982782283798}
{"data_time": 0.02355740196071565, "eta_seconds": 37768.89585231338, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.173828125, "fast_rcnn/fg_cls_accuracy": 0.7940746289954338, "iteration": 7579, "loss_box_reg": 0.3424114193767309, "loss_cls": 0.17561608646064997, "loss_rpn_cls": 0.028101154137402773, "loss_rpn_loc": 0.055462531512603164, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8389187816064805, "total_loss": 0.589736496360274}
{"data_time": 0.0282719440292567, "eta_seconds": 37757.39930749289, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.14476117103235747, "fast_rcnn/fg_cls_accuracy": 0.8231534090909092, "iteration": 7599, "loss_box_reg": 0.3432495519518852, "loss_cls": 0.1769953197799623, "loss_rpn_cls": 0.025477967865299433, "loss_rpn_loc": 0.05676434235647321, "lr": 0.02, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8490354500245303, "total_loss": 0.6132694303523749}
{"data_time": 0.030604940373450518, "eta_seconds": 37745.418593155686, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.17556835011848343, "fast_rcnn/fg_cls_accuracy": 0.8225260416666667, "iteration": 7619, "loss_box_reg": 0.3568860199302435, "loss_cls": 0.1864573280327022, "loss_rpn_cls": 0.027315687097143382, "loss_rpn_loc": 0.061586652183905244, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8424498625099659, "total_loss": 0.6411736475711223}
{"data_time": 0.032840955536812544, "eta_seconds": 37726.31807830185, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.138671875, "fast_rcnn/fg_cls_accuracy": 0.8358431461352658, "iteration": 7639, "loss_box_reg": 0.3511431720107794, "loss_cls": 0.1761752301827073, "loss_rpn_cls": 0.02789966223645024, "loss_rpn_loc": 0.06170879432465881, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8429265539161861, "total_loss": 0.620137914607767}
{"data_time": 0.02761057554744184, "eta_seconds": 37705.49317890918, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.15443252399774138, "fast_rcnn/fg_cls_accuracy": 0.7965064388626801, "iteration": 7659, "loss_box_reg": 0.35004704631865025, "loss_cls": 0.18112008087337017, "loss_rpn_cls": 0.02807348471833393, "loss_rpn_loc": 0.059466401988174766, "lr": 0.02, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8439366784878075, "total_loss": 0.6363817519159056}
{"data_time": 0.030057860538363457, "eta_seconds": 37681.98796753981, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.14447517942583732, "fast_rcnn/fg_cls_accuracy": 0.8429276315789473, "iteration": 7679, "loss_box_reg": 0.3404756188392639, "loss_cls": 0.17421476123854518, "loss_rpn_cls": 0.028772862802725285, "loss_rpn_loc": 0.05597239366034046, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8364080481696874, "total_loss": 0.6063845908502117}
{"data_time": 0.02460617246106267, "eta_seconds": 37662.60260385461, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.1429613189600507, "fast_rcnn/fg_cls_accuracy": 0.841796875, "iteration": 7699, "loss_box_reg": 0.3532535545527935, "loss_cls": 0.18491347506642342, "loss_rpn_cls": 0.026944634097162634, "loss_rpn_loc": 0.06186302728019655, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 191.0, "rpn/num_pos_anchors": 65.0, "time": 0.836792963091284, "total_loss": 0.6324978235352319}
{"data_time": 0.03222401789389551, "eta_seconds": 37643.62456952641, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.15682870370370372, "fast_rcnn/fg_cls_accuracy": 0.8205148157370519, "iteration": 7719, "loss_box_reg": 0.3439425779506564, "loss_cls": 0.18112887861207128, "loss_rpn_cls": 0.025889314914820716, "loss_rpn_loc": 0.059701071586459875, "lr": 0.02, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8353795288130641, "total_loss": 0.6247111090342514}
{"data_time": 0.021383728133514524, "eta_seconds": 37619.466210264014, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.14526823387582882, "fast_rcnn/fg_cls_accuracy": 0.818359375, "iteration": 7739, "loss_box_reg": 0.3403113130480051, "loss_cls": 0.18626077566295862, "loss_rpn_cls": 0.029149212583433837, "loss_rpn_loc": 0.060891183791682124, "lr": 0.02, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8377930119168013, "total_loss": 0.6165130691369995}
{"data_time": 0.029558098409324884, "eta_seconds": 37609.99992999667, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.14706643211920528, "fast_rcnn/fg_cls_accuracy": 0.8382387066831682, "iteration": 7759, "loss_box_reg": 0.348394513130188, "loss_cls": 0.1838936097919941, "loss_rpn_cls": 0.031009241414722055, "loss_rpn_loc": 0.058357518282718956, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8436945446301252, "total_loss": 0.6260805965866894}
{"data_time": 0.028979770140722394, "eta_seconds": 37579.72240506462, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.15824496695865992, "fast_rcnn/fg_cls_accuracy": 0.8316764132553607, "iteration": 7779, "loss_box_reg": 0.34978829603642225, "loss_cls": 0.17767153307795525, "loss_rpn_cls": 0.02699378435499966, "loss_rpn_loc": 0.05626346077769995, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8375460638199002, "total_loss": 0.6158272581524216}
{"data_time": 0.033141063060611486, "eta_seconds": 37560.27521026507, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1420701427684668, "fast_rcnn/fg_cls_accuracy": 0.8014047828638498, "iteration": 7799, "loss_box_reg": 0.3384880106896162, "loss_cls": 0.17398320697247982, "loss_rpn_cls": 0.03139460040256381, "loss_rpn_loc": 0.05488563096150756, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8450199801009148, "total_loss": 0.6018908082623966}
{"data_time": 0.019396942807361484, "eta_seconds": 37541.08423522371, "fast_rcnn/cls_accuracy": 0.9208984375, "fast_rcnn/false_negative": 0.18949298469387754, "fast_rcnn/fg_cls_accuracy": 0.7834821428571428, "iteration": 7819, "loss_box_reg": 0.3334946455433965, "loss_cls": 0.18371751625090837, "loss_rpn_cls": 0.0274329399690032, "loss_rpn_loc": 0.05397517548408359, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8367285982239991, "total_loss": 0.6133222427743021}
{"data_time": 0.03099337127059698, "eta_seconds": 37529.83863638551, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.201171875, "fast_rcnn/fg_cls_accuracy": 0.7937816722972972, "iteration": 7839, "loss_box_reg": 0.3392364103347063, "loss_cls": 0.18540143547579646, "loss_rpn_cls": 0.027996572956908494, "loss_rpn_loc": 0.054312394466251135, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8479240883607417, "total_loss": 0.6053413102345075}
{"data_time": 0.030018321005627513, "eta_seconds": 37515.1469550482, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.12636769540258083, "fast_rcnn/fg_cls_accuracy": 0.8551101321585903, "iteration": 7859, "loss_box_reg": 0.3395012430846691, "loss_cls": 0.18089228868484497, "loss_rpn_cls": 0.028722234215820208, "loss_rpn_loc": 0.05688466958235949, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.8428537722211331, "total_loss": 0.6118723025138024}
{"data_time": 0.02550524240359664, "eta_seconds": 37494.09034450282, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.16121847587719298, "fast_rcnn/fg_cls_accuracy": 0.7963267543859649, "iteration": 7879, "loss_box_reg": 0.35671719536185265, "loss_cls": 0.18558732303790748, "loss_rpn_cls": 0.0293264240026474, "loss_rpn_loc": 0.057967264438048005, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8387902439571917, "total_loss": 0.6352603467967128}
{"data_time": 0.03241767594590783, "eta_seconds": 37472.68874914013, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.12930668148535565, "fast_rcnn/fg_cls_accuracy": 0.8179291797400269, "iteration": 7899, "loss_box_reg": 0.348032858222723, "loss_cls": 0.178373696282506, "loss_rpn_cls": 0.03330912422097754, "loss_rpn_loc": 0.060494192235637456, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.837496642023325, "total_loss": 0.6306129059521481}
{"data_time": 0.02596170688048005, "eta_seconds": 37454.55471275863, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.158203125, "fast_rcnn/fg_cls_accuracy": 0.8194304435483871, "iteration": 7919, "loss_box_reg": 0.35342608764767647, "loss_cls": 0.19167727790772915, "loss_rpn_cls": 0.03375300928018987, "loss_rpn_loc": 0.06046980165410787, "lr": 0.02, "roi_head/num_bg_samples": 386.25, "roi_head/num_fg_samples": 125.75, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.835596889955923, "total_loss": 0.6361768334754743}
{"data_time": 0.0288356626406312, "eta_seconds": 37439.08171006106, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1716602585078534, "fast_rcnn/fg_cls_accuracy": 0.8211510143979057, "iteration": 7939, "loss_box_reg": 0.3492230363190174, "loss_cls": 0.18326011393219233, "loss_rpn_cls": 0.02811325335642323, "loss_rpn_loc": 0.0581184133188799, "lr": 0.02, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8423373964615166, "total_loss": 0.6351352108176798}
{"data_time": 0.03373944340273738, "eta_seconds": 37419.26300630858, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.16521686963825064, "fast_rcnn/fg_cls_accuracy": 0.7979349874371859, "iteration": 7959, "loss_box_reg": 0.3476922558620572, "loss_cls": 0.17812518822029233, "loss_rpn_cls": 0.030307866749353707, "loss_rpn_loc": 0.06232651195023209, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 200.0, "rpn/num_pos_anchors": 56.0, "time": 0.8399066161364317, "total_loss": 0.6086310517857783}
{"data_time": 0.028659937204793096, "eta_seconds": 37402.46084066061, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.1581153279292557, "fast_rcnn/fg_cls_accuracy": 0.8274213075060532, "iteration": 7979, "loss_box_reg": 0.34519655257463455, "loss_cls": 0.17897093947976828, "loss_rpn_cls": 0.03213630511891097, "loss_rpn_loc": 0.057128347689285874, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8499678920488805, "total_loss": 0.6143389766220935}
{"data_time": 0.028469698503613472, "eta_seconds": 37383.410958494525, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.18192934782608694, "fast_rcnn/fg_cls_accuracy": 0.8147865853658536, "iteration": 7999, "loss_box_reg": 0.34222298953682184, "loss_cls": 0.16634814953431487, "loss_rpn_cls": 0.027080930944066495, "loss_rpn_loc": 0.05451305606402457, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8445548529271036, "total_loss": 0.594284831546247}
{"data_time": 0.02709211758337915, "eta_seconds": 37366.60980303353, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.1598418558016589, "fast_rcnn/fg_cls_accuracy": 0.8119840801886793, "iteration": 8019, "loss_box_reg": 0.33744112867861986, "loss_cls": 0.1757492320612073, "loss_rpn_cls": 0.03488798043690622, "loss_rpn_loc": 0.05879721697419882, "lr": 0.02, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8366472527850419, "total_loss": 0.620604427123908}
{"data_time": 0.028872624970972538, "eta_seconds": 37350.82186920103, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.1619969040247678, "fast_rcnn/fg_cls_accuracy": 0.8291795665634676, "iteration": 8039, "loss_box_reg": 0.3355023106560111, "loss_cls": 0.17521548620425165, "loss_rpn_cls": 0.03030173573642969, "loss_rpn_loc": 0.05976851028390229, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.842079121619463, "total_loss": 0.6020650116843171}
{"data_time": 0.02627379004843533, "eta_seconds": 37327.67709761625, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.1906111300785251, "fast_rcnn/fg_cls_accuracy": 0.7944226264296541, "iteration": 8059, "loss_box_reg": 0.3460416905581951, "loss_cls": 0.19894263427704573, "loss_rpn_cls": 0.03643299697432667, "loss_rpn_loc": 0.05878271348774433, "lr": 0.02, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8335520871914923, "total_loss": 0.6494623321341351}
{"data_time": 0.02455303631722927, "eta_seconds": 37310.6382485982, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.17578125, "fast_rcnn/fg_cls_accuracy": 0.8216145833333333, "iteration": 8079, "loss_box_reg": 0.34565550554543734, "loss_cls": 0.17339633405208588, "loss_rpn_cls": 0.02742620080243796, "loss_rpn_loc": 0.05753016471862793, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8380030679982156, "total_loss": 0.6049071188317612}
{"data_time": 0.029860295122489333, "eta_seconds": 37295.799854564015, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.16588050314465408, "fast_rcnn/fg_cls_accuracy": 0.7990821900406504, "iteration": 8099, "loss_box_reg": 0.32434896286576986, "loss_cls": 0.15688619576394558, "loss_rpn_cls": 0.029473410570062697, "loss_rpn_loc": 0.05840520351193845, "lr": 0.02, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8461854888591915, "total_loss": 0.5810383420757717}
{"data_time": 0.02214204054325819, "eta_seconds": 37282.604025728535, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1559493670886076, "fast_rcnn/fg_cls_accuracy": 0.8078015185742972, "iteration": 8119, "loss_box_reg": 0.341277570463717, "loss_cls": 0.18068126635625958, "loss_rpn_cls": 0.025384197535458952, "loss_rpn_loc": 0.059486506041139364, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8417965520638973, "total_loss": 0.5953198056085967}
{"data_time": 0.03242324758321047, "eta_seconds": 37266.437924249796, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.17299700797872342, "fast_rcnn/fg_cls_accuracy": 0.7979138962765957, "iteration": 8139, "loss_box_reg": 0.33640633057802916, "loss_cls": 0.17120812507346272, "loss_rpn_cls": 0.024982671515317634, "loss_rpn_loc": 0.055114476825110614, "lr": 0.02, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 0.8433794162701815, "total_loss": 0.5952562589372974}
{"data_time": 0.026252520037814975, "eta_seconds": 37250.496405032696, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.17186234817813767, "fast_rcnn/fg_cls_accuracy": 0.821001031991744, "iteration": 8159, "loss_box_reg": 0.3590077953413129, "loss_cls": 0.18989707436412573, "loss_rpn_cls": 0.025164220947772264, "loss_rpn_loc": 0.058636018191464245, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8434535479173064, "total_loss": 0.6494819913059473}
{"data_time": 0.03216783329844475, "eta_seconds": 37234.07012520218, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.17898510755653613, "fast_rcnn/fg_cls_accuracy": 0.8008262414277452, "iteration": 8179, "loss_box_reg": 0.3626300022006035, "loss_cls": 0.18611909821629524, "loss_rpn_cls": 0.03389524354133755, "loss_rpn_loc": 0.06203292135614902, "lr": 0.02, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8397316676564515, "total_loss": 0.6516339016379789}
{"data_time": 0.03543859766796231, "eta_seconds": 37219.68846441829, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.1640625, "fast_rcnn/fg_cls_accuracy": 0.7926940639269406, "iteration": 8199, "loss_box_reg": 0.31846517138183117, "loss_cls": 0.17271854961290956, "loss_rpn_cls": 0.029372154385782778, "loss_rpn_loc": 0.05946068710181862, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8376212019938976, "total_loss": 0.5848491581855342}
{"data_time": 0.02978645544499159, "eta_seconds": 37206.74744755053, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.18221322791164657, "fast_rcnn/fg_cls_accuracy": 0.7995134320175439, "iteration": 8219, "loss_box_reg": 0.33861279860138893, "loss_cls": 0.179054394364357, "loss_rpn_cls": 0.024183376459404826, "loss_rpn_loc": 0.05792092124465853, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.844430111348629, "total_loss": 0.6145996750419727}
{"data_time": 0.023168472573161125, "eta_seconds": 37192.844691768056, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.18407264545162327, "fast_rcnn/fg_cls_accuracy": 0.7845335144927537, "iteration": 8239, "loss_box_reg": 0.3535288805142045, "loss_cls": 0.18532181531190872, "loss_rpn_cls": 0.028890640911413357, "loss_rpn_loc": 0.05901610269211233, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8406239666510373, "total_loss": 0.6164547160151415}
{"data_time": 0.030012018512934446, "eta_seconds": 37173.13777527795, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.16912242686890575, "fast_rcnn/fg_cls_accuracy": 0.789570757880617, "iteration": 8259, "loss_box_reg": 0.35933840554207563, "loss_cls": 0.18347280705347657, "loss_rpn_cls": 0.03462151996791363, "loss_rpn_loc": 0.06032312533352524, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.8404929738026112, "total_loss": 0.6540472414926626}
{"data_time": 0.03197796898894012, "eta_seconds": 37157.978734771954, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.12287994123931624, "fast_rcnn/fg_cls_accuracy": 0.8089094449853944, "iteration": 8279, "loss_box_reg": 0.3418064992874861, "loss_cls": 0.1845983606763184, "loss_rpn_cls": 0.03395750548224896, "loss_rpn_loc": 0.059948895359411836, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8425318840891123, "total_loss": 0.6372809763997793}
{"data_time": 0.022763157496228814, "eta_seconds": 37139.528103005374, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.1326314155629139, "fast_rcnn/fg_cls_accuracy": 0.8493559966216216, "iteration": 8299, "loss_box_reg": 0.3376706950366497, "loss_cls": 0.17120773112401366, "loss_rpn_cls": 0.027442307444289327, "loss_rpn_loc": 0.056596072972752154, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8351133421529084, "total_loss": 0.5994401052594185}
{"data_time": 0.025198021437972784, "eta_seconds": 37131.82933347509, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.15997503221649484, "fast_rcnn/fg_cls_accuracy": 0.8231122236128494, "iteration": 8319, "loss_box_reg": 0.345826696138829, "loss_cls": 0.18144582025706768, "loss_rpn_cls": 0.030220172688132152, "loss_rpn_loc": 0.059898473671637475, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8499932594131678, "total_loss": 0.6251233189250343}
{"data_time": 0.029330461518839, "eta_seconds": 37114.04732459993, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.1657047193877551, "fast_rcnn/fg_cls_accuracy": 0.7969543582704186, "iteration": 8339, "loss_box_reg": 0.3432064987719059, "loss_cls": 0.1834202161990106, "loss_rpn_cls": 0.028396730951499194, "loss_rpn_loc": 0.05846674845088273, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8429107514675707, "total_loss": 0.5985674801922869}
{"data_time": 0.02945348317734897, "eta_seconds": 37112.60487370379, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.153591028394178, "fast_rcnn/fg_cls_accuracy": 0.781940648184303, "iteration": 8359, "loss_box_reg": 0.34721761755645275, "loss_cls": 0.1852893978357315, "loss_rpn_cls": 0.03269581648055464, "loss_rpn_loc": 0.06153539149090648, "lr": 0.02, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8444660163950175, "total_loss": 0.6272349210921675}
{"data_time": 0.030336872907355428, "eta_seconds": 37083.76987899793, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.13749489077614788, "fast_rcnn/fg_cls_accuracy": 0.8432233146067416, "iteration": 8379, "loss_box_reg": 0.32846336998045444, "loss_cls": 0.17225485434755683, "loss_rpn_cls": 0.03229813009966165, "loss_rpn_loc": 0.06228245026431978, "lr": 0.02, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8377050654962659, "total_loss": 0.612609499017708}
{"data_time": 0.028196242870762944, "eta_seconds": 37068.492551225936, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.18519385809386812, "fast_rcnn/fg_cls_accuracy": 0.7784307833710407, "iteration": 8399, "loss_box_reg": 0.36440106853842735, "loss_cls": 0.2058494659140706, "loss_rpn_cls": 0.0316272308700718, "loss_rpn_loc": 0.06765502039343119, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.838819028576836, "total_loss": 0.6781963569519576}
{"data_time": 0.025591270765289664, "eta_seconds": 37050.55864867754, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.14110482072396638, "fast_rcnn/fg_cls_accuracy": 0.8497773857526882, "iteration": 8419, "loss_box_reg": 0.35955186001956463, "loss_cls": 0.18191620707511902, "loss_rpn_cls": 0.03063449915498495, "loss_rpn_loc": 0.06421424815198407, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8365273929666728, "total_loss": 0.6424023393192329}
{"data_time": 0.021480839233845472, "eta_seconds": 37033.7484317366, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.14933612089201878, "fast_rcnn/fg_cls_accuracy": 0.8177203507152746, "iteration": 8439, "loss_box_reg": 0.34046135656535625, "loss_cls": 0.18000425212085247, "loss_rpn_cls": 0.029443503939546645, "loss_rpn_loc": 0.060705547337420285, "lr": 0.02, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8426717545371503, "total_loss": 0.6103447258064989}
{"data_time": 0.030745371943339705, "eta_seconds": 37038.436590173515, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.16796875, "fast_rcnn/fg_cls_accuracy": 0.8159528839382881, "iteration": 8459, "loss_box_reg": 0.3300860784947872, "loss_cls": 0.1824188344180584, "loss_rpn_cls": 0.030733791063539684, "loss_rpn_loc": 0.05779674323275685, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8449922415893525, "total_loss": 0.6011728742159903}
{"data_time": 0.026312186615541577, "eta_seconds": 37023.72168086679, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.17705305232558138, "fast_rcnn/fg_cls_accuracy": 0.8229469476744187, "iteration": 8479, "loss_box_reg": 0.3512740954756737, "loss_cls": 0.18453766824677587, "loss_rpn_cls": 0.027564255404286087, "loss_rpn_loc": 0.06249338679481298, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.8439390053972602, "total_loss": 0.6238812872907147}
{"data_time": 0.02506846422329545, "eta_seconds": 37014.41524039116, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.1662464985994398, "fast_rcnn/fg_cls_accuracy": 0.80859375, "iteration": 8499, "loss_box_reg": 0.340783653780818, "loss_cls": 0.18220910290256143, "loss_rpn_cls": 0.02832790437969379, "loss_rpn_loc": 0.058368055848404765, "lr": 0.02, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8445474365726113, "total_loss": 0.5984556684270501}
{"data_time": 0.02617459441535175, "eta_seconds": 36991.06245076493, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.14112790044910178, "fast_rcnn/fg_cls_accuracy": 0.8234394242610837, "iteration": 8519, "loss_box_reg": 0.33720818627625704, "loss_cls": 0.1743437685072422, "loss_rpn_cls": 0.027039936452638358, "loss_rpn_loc": 0.05717752268537879, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8362209794577211, "total_loss": 0.6095817715104204}
{"data_time": 0.027482402976602316, "eta_seconds": 36971.80437125382, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.17508453085376163, "fast_rcnn/fg_cls_accuracy": 0.7983498086734694, "iteration": 8539, "loss_box_reg": 0.34616101905703545, "loss_cls": 0.18324195872992277, "loss_rpn_cls": 0.03559891053009778, "loss_rpn_loc": 0.06221777433529496, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.8366383607499301, "total_loss": 0.6264677149010822}
{"data_time": 0.031095920596271753, "eta_seconds": 36956.305784571916, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.1614734738372093, "fast_rcnn/fg_cls_accuracy": 0.8151295319264069, "iteration": 8559, "loss_box_reg": 0.3413129635155201, "loss_cls": 0.17999668652191758, "loss_rpn_cls": 0.031496099079959095, "loss_rpn_loc": 0.0631147186504677, "lr": 0.02, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.841798227513209, "total_loss": 0.6115241861552931}
{"data_time": 0.023363355547189713, "eta_seconds": 36944.9485997851, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.1501681170886076, "fast_rcnn/fg_cls_accuracy": 0.8408890845070423, "iteration": 8579, "loss_box_reg": 0.3422361919656396, "loss_cls": 0.18200113391503692, "loss_rpn_cls": 0.0269860802218318, "loss_rpn_loc": 0.05879606120288372, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8454558877274394, "total_loss": 0.6171432389237452}
{"data_time": 0.02798049501143396, "eta_seconds": 36924.25203413959, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.16630434782608694, "fast_rcnn/fg_cls_accuracy": 0.7721637228260869, "iteration": 8599, "loss_box_reg": 0.34656213968992233, "loss_cls": 0.17592162685468793, "loss_rpn_cls": 0.02900475269416347, "loss_rpn_loc": 0.05803182325325906, "lr": 0.02, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8430773813743144, "total_loss": 0.6177149549475871}
{"data_time": 0.027704624459147453, "eta_seconds": 36907.43043461605, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.13978794642857142, "fast_rcnn/fg_cls_accuracy": 0.8484933035714286, "iteration": 8619, "loss_box_reg": 0.3570738937705755, "loss_cls": 0.18585770204663277, "loss_rpn_cls": 0.029683370841667056, "loss_rpn_loc": 0.06100260093808174, "lr": 0.02, "roi_head/num_bg_samples": 386.75, "roi_head/num_fg_samples": 125.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8505863868631423, "total_loss": 0.6322729759849608}
{"data_time": 0.0288774895016104, "eta_seconds": 36892.16931821243, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.13695839723926378, "fast_rcnn/fg_cls_accuracy": 0.8479471409574468, "iteration": 8639, "loss_box_reg": 0.3514660857617855, "loss_cls": 0.18240114627406, "loss_rpn_cls": 0.027256396773736924, "loss_rpn_loc": 0.062435641535557806, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.842919449089095, "total_loss": 0.604048351815436}
{"data_time": 0.028181862086057663, "eta_seconds": 36879.820425762795, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.1677126024590164, "fast_rcnn/fg_cls_accuracy": 0.80078125, "iteration": 8659, "loss_box_reg": 0.35296336095780134, "loss_cls": 0.18415580922737718, "loss_rpn_cls": 0.026733153325039893, "loss_rpn_loc": 0.06030869437381625, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.8459038119763136, "total_loss": 0.6273312877165154}
{"data_time": 0.0294235663022846, "eta_seconds": 36873.718261533184, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.17526926577669905, "fast_rcnn/fg_cls_accuracy": 0.8062044902912622, "iteration": 8679, "loss_box_reg": 0.3312771050259471, "loss_cls": 0.1848690938204527, "loss_rpn_cls": 0.02567478857235983, "loss_rpn_loc": 0.05855360720306635, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8482545921579003, "total_loss": 0.6055156895308755}
{"data_time": 0.029124442022293806, "eta_seconds": 36864.80823598639, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.18212994602089833, "fast_rcnn/fg_cls_accuracy": 0.7951710905020787, "iteration": 8699, "loss_box_reg": 0.3389937672764063, "loss_cls": 0.1765051973052323, "loss_rpn_cls": 0.028230784053448588, "loss_rpn_loc": 0.060257856850512326, "lr": 0.02, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8479173644445837, "total_loss": 0.604998582857661}
{"data_time": 0.04068899992853403, "eta_seconds": 36852.41910341382, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.15399721790360854, "fast_rcnn/fg_cls_accuracy": 0.8284730816831682, "iteration": 8719, "loss_box_reg": 0.34370058216154575, "loss_cls": 0.19681105017662048, "loss_rpn_cls": 0.031942314526531845, "loss_rpn_loc": 0.06123739713802934, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.837242275243625, "total_loss": 0.6306161691609304}
{"data_time": 0.027309438912197948, "eta_seconds": 36837.01111672749, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.15590277777777778, "fast_rcnn/fg_cls_accuracy": 0.8143584388461036, "iteration": 8739, "loss_box_reg": 0.33828960359096527, "loss_cls": 0.1790109178982675, "loss_rpn_cls": 0.031075811944901943, "loss_rpn_loc": 0.05821866460610181, "lr": 0.02, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8406726496759802, "total_loss": 0.6160962102585472}
{"data_time": 0.029487707186490297, "eta_seconds": 36813.76555831358, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.1439684851694915, "fast_rcnn/fg_cls_accuracy": 0.8254518289170507, "iteration": 8759, "loss_box_reg": 0.3443963136523962, "loss_cls": 0.17846873495727777, "loss_rpn_cls": 0.02945139561779797, "loss_rpn_loc": 0.060387596604414284, "lr": 0.02, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8401617002673447, "total_loss": 0.6113989236182533}
{"data_time": 0.02417931519448757, "eta_seconds": 36797.476790154586, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.17799120795107035, "fast_rcnn/fg_cls_accuracy": 0.8087301587301587, "iteration": 8779, "loss_box_reg": 0.3330627717077732, "loss_cls": 0.17400826467201114, "loss_rpn_cls": 0.028294741176068783, "loss_rpn_loc": 0.05826393701136112, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8350463188253343, "total_loss": 0.5897856563096866}
{"data_time": 0.03576075192540884, "eta_seconds": 36793.71839066525, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.1764359287709497, "fast_rcnn/fg_cls_accuracy": 0.781472411418076, "iteration": 8799, "loss_box_reg": 0.34201496839523315, "loss_cls": 0.17671496979892254, "loss_rpn_cls": 0.02756417606724426, "loss_rpn_loc": 0.05710048379842192, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8501448584720492, "total_loss": 0.6052430122508667}
{"data_time": 0.029331768630072474, "eta_seconds": 36781.772434566636, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.10715713714514194, "fast_rcnn/fg_cls_accuracy": 0.8545636432926829, "iteration": 8819, "loss_box_reg": 0.3464749315753579, "loss_cls": 0.173984240507707, "loss_rpn_cls": 0.02804857777664438, "loss_rpn_loc": 0.06134970998391509, "lr": 0.02, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8460643361322582, "total_loss": 0.6104818625026383}
{"data_time": 0.03318361681886017, "eta_seconds": 36760.95952000143, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.1505904796511628, "fast_rcnn/fg_cls_accuracy": 0.8046975639080525, "iteration": 8839, "loss_box_reg": 0.3438539644703269, "loss_cls": 0.1709453370422125, "loss_rpn_cls": 0.02557680127210915, "loss_rpn_loc": 0.05498829158023, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8483316800557077, "total_loss": 0.593965587002458}
{"data_time": 0.018022621981799603, "eta_seconds": 36744.319286982995, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.16015625, "fast_rcnn/fg_cls_accuracy": 0.8060435998908297, "iteration": 8859, "loss_box_reg": 0.34153239615261555, "loss_cls": 0.18005958711728454, "loss_rpn_cls": 0.025642859400250018, "loss_rpn_loc": 0.05946249305270612, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8449762822128832, "total_loss": 0.6121648286061827}
{"data_time": 0.02507538697682321, "eta_seconds": 36727.28098811256, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.15659149035108116, "fast_rcnn/fg_cls_accuracy": 0.8131613756613756, "iteration": 8879, "loss_box_reg": 0.33467236533761024, "loss_cls": 0.16305564483627677, "loss_rpn_cls": 0.03004230954684317, "loss_rpn_loc": 0.05790502461604774, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.835680004907772, "total_loss": 0.5905331127287354}
{"data_time": 0.02711503393948078, "eta_seconds": 36714.408093210775, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.15777049180327868, "fast_rcnn/fg_cls_accuracy": 0.8161033163265305, "iteration": 8899, "loss_box_reg": 0.3514666697010398, "loss_cls": 0.175955128390342, "loss_rpn_cls": 0.028571898874361068, "loss_rpn_loc": 0.05775533732958138, "lr": 0.02, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8420725660398602, "total_loss": 0.6223696755478159}
{"data_time": 0.02907458390109241, "eta_seconds": 36701.38307858189, "fast_rcnn/cls_accuracy": 0.9189453125, "fast_rcnn/false_negative": 0.16796875, "fast_rcnn/fg_cls_accuracy": 0.7927506977671451, "iteration": 8919, "loss_box_reg": 0.35735624469816685, "loss_cls": 0.1872456567361951, "loss_rpn_cls": 0.030290701426565647, "loss_rpn_loc": 0.061160844285041094, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8467771224677563, "total_loss": 0.6338551384105813}
{"data_time": 0.030616123927757144, "eta_seconds": 36688.72960473271, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.14672402223926378, "fast_rcnn/fg_cls_accuracy": 0.8406869023224044, "iteration": 8939, "loss_box_reg": 0.3332095807418227, "loss_cls": 0.16971998335793614, "loss_rpn_cls": 0.023692315531661734, "loss_rpn_loc": 0.057235695188865066, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8501994605176151, "total_loss": 0.5923351506935433}
{"data_time": 0.03103325655683875, "eta_seconds": 36680.51125938073, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.15573642928286852, "fast_rcnn/fg_cls_accuracy": 0.8277680837563453, "iteration": 8959, "loss_box_reg": 0.3511029276996851, "loss_cls": 0.17634620936587453, "loss_rpn_cls": 0.025957460748031735, "loss_rpn_loc": 0.05801950138993561, "lr": 0.02, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8451690720394254, "total_loss": 0.6275582978269085}
{"data_time": 0.021108226850628853, "eta_seconds": 36649.281396801816, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.1812516208506224, "fast_rcnn/fg_cls_accuracy": 0.7884088010204082, "iteration": 8979, "loss_box_reg": 0.35615644324570894, "loss_cls": 0.18773022573441267, "loss_rpn_cls": 0.025760648539289832, "loss_rpn_loc": 0.05610298039391637, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.832161424215883, "total_loss": 0.6246573581593111}
{"data_time": 0.024567645974457264, "eta_seconds": 36630.085764917545, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.12890625, "fast_rcnn/fg_cls_accuracy": 0.8484512405778895, "iteration": 8999, "loss_box_reg": 0.32941668201237917, "loss_cls": 0.16803095117211342, "loss_rpn_cls": 0.025151124806143343, "loss_rpn_loc": 0.055568692507222295, "lr": 0.02, "roi_head/num_bg_samples": 385.75, "roi_head/num_fg_samples": 126.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8420929920393974, "total_loss": 0.5700361002236605}
{"data_time": 0.031038116198033094, "eta_seconds": 36613.9691252145, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.1212842987804878, "fast_rcnn/fg_cls_accuracy": 0.8709032012195121, "iteration": 9019, "loss_box_reg": 0.349206168204546, "loss_cls": 0.1783152101561427, "loss_rpn_cls": 0.02711867308244109, "loss_rpn_loc": 0.05784797249361873, "lr": 0.02, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8386764167807996, "total_loss": 0.6262393920915201}
{"data_time": 0.025840358808636665, "eta_seconds": 36594.40808289265, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.15794553499836667, "fast_rcnn/fg_cls_accuracy": 0.7813625257201646, "iteration": 9039, "loss_box_reg": 0.3530261227861047, "loss_cls": 0.18829211546108127, "loss_rpn_cls": 0.029413292068056762, "loss_rpn_loc": 0.055870982352644205, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.836914929561317, "total_loss": 0.6109630615101196}
{"data_time": 0.030112766195088625, "eta_seconds": 36579.29957447201, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.16025641025641024, "fast_rcnn/fg_cls_accuracy": 0.8044171220400729, "iteration": 9059, "loss_box_reg": 0.3405788950622082, "loss_cls": 0.17222047178074718, "loss_rpn_cls": 0.0270204312982969, "loss_rpn_loc": 0.05359710962511599, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8392020731698722, "total_loss": 0.6161628749687225}
{"data_time": 0.023568833013996482, "eta_seconds": 36562.72163854819, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.1583308995327103, "fast_rcnn/fg_cls_accuracy": 0.814453125, "iteration": 9079, "loss_box_reg": 0.34103012830018997, "loss_cls": 0.17299914360046387, "loss_rpn_cls": 0.027224178076721728, "loss_rpn_loc": 0.062321440200321376, "lr": 0.02, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.837010424816981, "total_loss": 0.5933196393889375}
{"data_time": 0.030248299008235335, "eta_seconds": 36530.45611767727, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1116144469895288, "fast_rcnn/fg_cls_accuracy": 0.8359375, "iteration": 9099, "loss_box_reg": 0.34271569177508354, "loss_cls": 0.17778202891349792, "loss_rpn_cls": 0.027989873895421624, "loss_rpn_loc": 0.05622956878505647, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8360613873228431, "total_loss": 0.5990982173243538}
{"data_time": 0.03141679964028299, "eta_seconds": 36525.20979677932, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.15092329545454547, "fast_rcnn/fg_cls_accuracy": 0.8058139534883721, "iteration": 9119, "loss_box_reg": 0.33813429437577724, "loss_cls": 0.17364870849996805, "loss_rpn_cls": 0.02738230797694996, "loss_rpn_loc": 0.05680805107112974, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8446079085115343, "total_loss": 0.6054138327599503}
{"data_time": 0.03026575851254165, "eta_seconds": 36508.37053083489, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1351337532722513, "fast_rcnn/fg_cls_accuracy": 0.8187567334626158, "iteration": 9139, "loss_box_reg": 0.3399613257497549, "loss_cls": 0.17471626261249185, "loss_rpn_cls": 0.028146236189058982, "loss_rpn_loc": 0.056386892101727426, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8438122016377747, "total_loss": 0.607397176354425}
{"data_time": 0.026147044962272048, "eta_seconds": 36476.713081115624, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.15272108843537413, "fast_rcnn/fg_cls_accuracy": 0.8125518528761062, "iteration": 9159, "loss_box_reg": 0.34175925329327583, "loss_cls": 0.16987201757729053, "loss_rpn_cls": 0.02365676825866103, "loss_rpn_loc": 0.05671274004271254, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8374405279755592, "total_loss": 0.5958295441232622}
{"data_time": 0.029273055028170347, "eta_seconds": 36452.11401115637, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.13307291666666665, "fast_rcnn/fg_cls_accuracy": 0.8551900584795322, "iteration": 9179, "loss_box_reg": 0.3418805543333292, "loss_cls": 0.17559123504906893, "loss_rpn_cls": 0.025333038298413157, "loss_rpn_loc": 0.05570381600409746, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.834170785965398, "total_loss": 0.6065610540972557}
{"data_time": 0.029500827891752124, "eta_seconds": 36435.285168788396, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.15063996010638298, "fast_rcnn/fg_cls_accuracy": 0.8299426249103514, "iteration": 9199, "loss_box_reg": 0.34587560407817364, "loss_cls": 0.17767011048272252, "loss_rpn_cls": 0.02265333163086325, "loss_rpn_loc": 0.05551019019912928, "lr": 0.02, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8383163320831954, "total_loss": 0.6023019400890917}
{"data_time": 0.03225741605274379, "eta_seconds": 36418.45632642042, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.1116495253164557, "fast_rcnn/fg_cls_accuracy": 0.8369431515957446, "iteration": 9219, "loss_box_reg": 0.32672532834112644, "loss_cls": 0.17099634418264031, "loss_rpn_cls": 0.02649976371321827, "loss_rpn_loc": 0.056905260658822954, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8427018891088665, "total_loss": 0.5897383511764929}
{"data_time": 0.02273382805287838, "eta_seconds": 36403.333108549705, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.15625, "fast_rcnn/fg_cls_accuracy": 0.798828125, "iteration": 9239, "loss_box_reg": 0.3390425369143486, "loss_cls": 0.17971278401091695, "loss_rpn_cls": 0.027511902000696864, "loss_rpn_loc": 0.05417847790522501, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8430698015727103, "total_loss": 0.6072413809306454}
{"data_time": 0.028746683383360505, "eta_seconds": 36383.089979939396, "fast_rcnn/cls_accuracy": 0.92138671875, "fast_rcnn/false_negative": 0.1870659722222222, "fast_rcnn/fg_cls_accuracy": 0.7925882711038961, "iteration": 9259, "loss_box_reg": 0.3434146996587515, "loss_cls": 0.1804939121939242, "loss_rpn_cls": 0.027650233707390726, "loss_rpn_loc": 0.061889073345810175, "lr": 0.02, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8393279460724443, "total_loss": 0.6214924671803601}
{"data_time": 0.020471251104027033, "eta_seconds": 36366.26192786847, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.12032214506172839, "fast_rcnn/fg_cls_accuracy": 0.8538692772633745, "iteration": 9279, "loss_box_reg": 0.3279906651005149, "loss_cls": 0.16352877859026194, "loss_rpn_cls": 0.0294230796280317, "loss_rpn_loc": 0.05355168262030929, "lr": 0.02, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8430831681471318, "total_loss": 0.5748196423228364}
{"data_time": 0.030392776476219296, "eta_seconds": 36358.886085168226, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.15621090587975567, "fast_rcnn/fg_cls_accuracy": 0.8109872993050563, "iteration": 9299, "loss_box_reg": 0.3443029085174203, "loss_cls": 0.17101828241720796, "loss_rpn_cls": 0.025209177925717086, "loss_rpn_loc": 0.058297313284128904, "lr": 0.02, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8483962162863463, "total_loss": 0.6209819455689285}
{"data_time": 0.024328544503077865, "eta_seconds": 36337.087311724434, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.13990012886597938, "fast_rcnn/fg_cls_accuracy": 0.8427083333333334, "iteration": 9319, "loss_box_reg": 0.33449515141546726, "loss_cls": 0.17242323560640216, "loss_rpn_cls": 0.027719879406504333, "loss_rpn_loc": 0.05853306199423969, "lr": 0.02, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8422194549348205, "total_loss": 0.5864288114826195}
{"data_time": 0.03742537763901055, "eta_seconds": 36317.85833863146, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.11872033227848101, "fast_rcnn/fg_cls_accuracy": 0.8618697478991597, "iteration": 9339, "loss_box_reg": 0.34465278033167124, "loss_cls": 0.16717309830710292, "loss_rpn_cls": 0.02686898165848106, "loss_rpn_loc": 0.05822851019911468, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8395664121489972, "total_loss": 0.6008022777969018}
{"data_time": 0.02988906973041594, "eta_seconds": 36298.30556279863, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.15581424302788843, "fast_rcnn/fg_cls_accuracy": 0.8359375, "iteration": 9359, "loss_box_reg": 0.34272768814116716, "loss_cls": 0.17501362692564726, "loss_rpn_cls": 0.023535111511591822, "loss_rpn_loc": 0.05691745411604643, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8408861614298075, "total_loss": 0.5945989886531606}
{"data_time": 0.03138490696437657, "eta_seconds": 36284.20030629798, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.15723497267759562, "fast_rcnn/fg_cls_accuracy": 0.8251038251366121, "iteration": 9379, "loss_box_reg": 0.3473878549411893, "loss_cls": 0.1746083910111338, "loss_rpn_cls": 0.026515802834182978, "loss_rpn_loc": 0.0554557372815907, "lr": 0.02, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.8388433884829283, "total_loss": 0.6161962977203075}
{"data_time": 0.02293801913037896, "eta_seconds": 36274.7239452058, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.162109375, "fast_rcnn/fg_cls_accuracy": 0.8173292457805907, "iteration": 9399, "loss_box_reg": 0.3498750673606992, "loss_cls": 0.16514468239620328, "loss_rpn_cls": 0.029553755652159452, "loss_rpn_loc": 0.05984126380644739, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8434525048360229, "total_loss": 0.6081040379067417}
{"data_time": 0.031533465487882495, "eta_seconds": 36258.30235961499, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.14465359063587474, "fast_rcnn/fg_cls_accuracy": 0.841941784879439, "iteration": 9419, "loss_box_reg": 0.3340374119579792, "loss_cls": 0.17677300656214356, "loss_rpn_cls": 0.028577209275681525, "loss_rpn_loc": 0.05599170632194728, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.841263385489583, "total_loss": 0.6037018641945906}
{"data_time": 0.027498907642439008, "eta_seconds": 36241.39386472711, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.1517113482561166, "fast_rcnn/fg_cls_accuracy": 0.8266381624738988, "iteration": 9439, "loss_box_reg": 0.34595829993486404, "loss_cls": 0.16840893402695656, "loss_rpn_cls": 0.02790372003801167, "loss_rpn_loc": 0.05348205054178834, "lr": 0.02, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8387390929274261, "total_loss": 0.6012038396147545}
{"data_time": 0.030600691912695765, "eta_seconds": 36208.60907286918, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.12390350877192982, "fast_rcnn/fg_cls_accuracy": 0.8326521730903862, "iteration": 9459, "loss_box_reg": 0.338589278049767, "loss_cls": 0.17749119317159057, "loss_rpn_cls": 0.029416068107821047, "loss_rpn_loc": 0.059899402782320976, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8390946330036968, "total_loss": 0.6050059406989021}
{"data_time": 0.029719423037022352, "eta_seconds": 36189.66907565715, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.13893995098039216, "fast_rcnn/fg_cls_accuracy": 0.8205100070224719, "iteration": 9479, "loss_box_reg": 0.341968834400177, "loss_cls": 0.1826644646935165, "loss_rpn_cls": 0.029753456416074187, "loss_rpn_loc": 0.06094385258620605, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8419105554930866, "total_loss": 0.6111059814575128}
{"data_time": 0.02715819701552391, "eta_seconds": 36170.888592818286, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.14813372171792438, "fast_rcnn/fg_cls_accuracy": 0.7783116703539823, "iteration": 9499, "loss_box_reg": 0.3415580131113529, "loss_cls": 0.17891216091811657, "loss_rpn_cls": 0.029242802411317825, "loss_rpn_loc": 0.05936854239553213, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8417418794706464, "total_loss": 0.614943711203523}
{"data_time": 0.030493872007355094, "eta_seconds": 36158.13356011687, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.189453125, "fast_rcnn/fg_cls_accuracy": 0.7730823863636364, "iteration": 9519, "loss_box_reg": 0.34954154305160046, "loss_cls": 0.1835433440282941, "loss_rpn_cls": 0.027288817684166133, "loss_rpn_loc": 0.05492861371021718, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8450775800738484, "total_loss": 0.6207832504296675}
{"data_time": 0.029635347425937653, "eta_seconds": 36144.40742628742, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.140625, "fast_rcnn/fg_cls_accuracy": 0.84070364663585, "iteration": 9539, "loss_box_reg": 0.3406556695699692, "loss_cls": 0.1720301299355924, "loss_rpn_cls": 0.027293327177176252, "loss_rpn_loc": 0.05276803043670952, "lr": 0.02, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8366689139511436, "total_loss": 0.5926260881824419}
{"data_time": 0.026318315183743834, "eta_seconds": 36130.66919887555, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.14154891006682002, "fast_rcnn/fg_cls_accuracy": 0.814118842051803, "iteration": 9559, "loss_box_reg": 0.33755352813750505, "loss_cls": 0.17748492397367954, "loss_rpn_cls": 0.02669788181083277, "loss_rpn_loc": 0.05734108277829364, "lr": 0.02, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8463145850691944, "total_loss": 0.5986831708578393}
{"data_time": 0.025787664344534278, "eta_seconds": 36113.2002749329, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.18840491420448777, "fast_rcnn/fg_cls_accuracy": 0.7902367714723926, "iteration": 9579, "loss_box_reg": 0.34170841984450817, "loss_cls": 0.1779106087051332, "loss_rpn_cls": 0.02750492875929922, "loss_rpn_loc": 0.06177759589627385, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8413767868187279, "total_loss": 0.6094327181926928}
{"data_time": 0.022548908833414316, "eta_seconds": 36088.723949112464, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.15611137833360056, "fast_rcnn/fg_cls_accuracy": 0.822265625, "iteration": 9599, "loss_box_reg": 0.33206088468432426, "loss_cls": 0.17069754051044583, "loss_rpn_cls": 0.026724420313257724, "loss_rpn_loc": 0.05401792103657499, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8398311405908316, "total_loss": 0.587029376096325}
{"data_time": 0.018407080555334687, "eta_seconds": 36069.369253905956, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.15152801358234297, "fast_rcnn/fg_cls_accuracy": 0.8202935694315006, "iteration": 9619, "loss_box_reg": 0.3493772642686963, "loss_cls": 0.17286311881616712, "loss_rpn_cls": 0.024141462345141917, "loss_rpn_loc": 0.05775376525707543, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8367588052060455, "total_loss": 0.6114749740518164}
{"data_time": 0.021723926533013582, "eta_seconds": 36051.54207387683, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.1640625, "fast_rcnn/fg_cls_accuracy": 0.8092672413793103, "iteration": 9639, "loss_box_reg": 0.34567347168922424, "loss_cls": 0.17457374278455973, "loss_rpn_cls": 0.02717867452884093, "loss_rpn_loc": 0.057964650564827025, "lr": 0.02, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.8390043426770717, "total_loss": 0.6045930773834698}
{"data_time": 0.02562380558811128, "eta_seconds": 36032.36421956681, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.158203125, "fast_rcnn/fg_cls_accuracy": 0.8206200132978723, "iteration": 9659, "loss_box_reg": 0.3445579409599304, "loss_cls": 0.18138236086815596, "loss_rpn_cls": 0.02843944460619241, "loss_rpn_loc": 0.058606892242096364, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8431893908418715, "total_loss": 0.6165452017448843}
{"data_time": 0.024195023346692324, "eta_seconds": 36002.41377158882, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.1585094975490196, "fast_rcnn/fg_cls_accuracy": 0.798828125, "iteration": 9679, "loss_box_reg": 0.33569755032658577, "loss_cls": 0.1734250714071095, "loss_rpn_cls": 0.02748623612569645, "loss_rpn_loc": 0.05521199619397521, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8397900811396539, "total_loss": 0.5965270375018008}
{"data_time": 0.030333288945257664, "eta_seconds": 35971.40451814723, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.13593478260869565, "fast_rcnn/fg_cls_accuracy": 0.8430706521739131, "iteration": 9699, "loss_box_reg": 0.3389699561521411, "loss_cls": 0.17783594829961658, "loss_rpn_cls": 0.02960344048915431, "loss_rpn_loc": 0.054441332118585706, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.8394818522501737, "total_loss": 0.607051850296557}
{"data_time": 0.03352132881991565, "eta_seconds": 35968.783156916965, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.14218087923728812, "fast_rcnn/fg_cls_accuracy": 0.8362954432270917, "iteration": 9719, "loss_box_reg": 0.3295279014855623, "loss_cls": 0.16853475756943226, "loss_rpn_cls": 0.027193974470719695, "loss_rpn_loc": 0.055759581620804965, "lr": 0.02, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8447553941514343, "total_loss": 0.5971677641500719}
{"data_time": 0.02234610542654991, "eta_seconds": 35951.96784958104, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1719590053763441, "fast_rcnn/fg_cls_accuracy": 0.826087869623656, "iteration": 9739, "loss_box_reg": 0.3412677301093936, "loss_cls": 0.16751252068206668, "loss_rpn_cls": 0.02601872428203933, "loss_rpn_loc": 0.05384657240938395, "lr": 0.02, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8411078720819205, "total_loss": 0.601923537265975}
{"data_time": 0.02199603896588087, "eta_seconds": 35948.25702267699, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.16015625, "fast_rcnn/fg_cls_accuracy": 0.7904042119565218, "iteration": 9759, "loss_box_reg": 0.3363410038873553, "loss_cls": 0.16618808964267373, "loss_rpn_cls": 0.024104753392748535, "loss_rpn_loc": 0.06074955780059099, "lr": 0.02, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8420443662907928, "total_loss": 0.5861041246389505}
{"data_time": 0.030785452108830214, "eta_seconds": 35934.8795388171, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.15252976190476192, "fast_rcnn/fg_cls_accuracy": 0.8046849531970381, "iteration": 9779, "loss_box_reg": 0.3396004159003496, "loss_cls": 0.17387581104412675, "loss_rpn_cls": 0.02888907806482166, "loss_rpn_loc": 0.05461381981149316, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8479668425861746, "total_loss": 0.5981502050999552}
{"data_time": 0.017108046915382147, "eta_seconds": 35910.77032871079, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1673328488372093, "fast_rcnn/fg_cls_accuracy": 0.7967051630434783, "iteration": 9799, "loss_box_reg": 0.33219116646796465, "loss_cls": 0.17781904200091958, "loss_rpn_cls": 0.03313092258758843, "loss_rpn_loc": 0.05598576064221561, "lr": 0.02, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.842069951351732, "total_loss": 0.6197947725886479}
{"data_time": 0.025034659076482058, "eta_seconds": 35890.17779966723, "fast_rcnn/cls_accuracy": 0.9228515625, "fast_rcnn/false_negative": 0.19692095588235292, "fast_rcnn/fg_cls_accuracy": 0.7926793981481481, "iteration": 9819, "loss_box_reg": 0.33412107452750206, "loss_cls": 0.17584253614768386, "loss_rpn_cls": 0.030071049579419196, "loss_rpn_loc": 0.055875563935842365, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8431190489791334, "total_loss": 0.6115973739651963}
{"data_time": 0.030009279493242502, "eta_seconds": 35873.35992857721, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.15164357311320753, "fast_rcnn/fg_cls_accuracy": 0.8193941432119205, "iteration": 9839, "loss_box_reg": 0.34523976780474186, "loss_cls": 0.1767671052366495, "loss_rpn_cls": 0.029491527646314353, "loss_rpn_loc": 0.05889187252614647, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.842786657391116, "total_loss": 0.6163249904639088}
{"data_time": 0.032252278411760926, "eta_seconds": 35845.29162796424, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.17359943977591036, "fast_rcnn/fg_cls_accuracy": 0.808890858071186, "iteration": 9859, "loss_box_reg": 0.34739859960973263, "loss_cls": 0.18055871967226267, "loss_rpn_cls": 0.029593563842354342, "loss_rpn_loc": 0.05865096452180296, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8388438413385302, "total_loss": 0.6210077706200536}
{"data_time": 0.0208917954005301, "eta_seconds": 35839.72418639716, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.19023844105543453, "fast_rcnn/fg_cls_accuracy": 0.7974158799322197, "iteration": 9879, "loss_box_reg": 0.35441905073821545, "loss_cls": 0.17388592893257737, "loss_rpn_cls": 0.024662736628670245, "loss_rpn_loc": 0.05398644367232919, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8465868297498673, "total_loss": 0.6101122773252428}
{"data_time": 0.025632859440520406, "eta_seconds": 35832.76744571049, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.1432883522727273, "fast_rcnn/fg_cls_accuracy": 0.8418595838500758, "iteration": 9899, "loss_box_reg": 0.34572447929531336, "loss_cls": 0.18095348961651325, "loss_rpn_cls": 0.028369315376039594, "loss_rpn_loc": 0.05997943866532296, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8459953332785517, "total_loss": 0.6170353695051745}
{"data_time": 0.03057434340007603, "eta_seconds": 35816.553833241574, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.13783482142857142, "fast_rcnn/fg_cls_accuracy": 0.8484616623711341, "iteration": 9919, "loss_box_reg": 0.32627067994326353, "loss_cls": 0.17013181326910853, "loss_rpn_cls": 0.025156462972518057, "loss_rpn_loc": 0.05677947262302041, "lr": 0.02, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8459649269934744, "total_loss": 0.5750536101404577}
{"data_time": 0.031847004080191255, "eta_seconds": 35790.01194283599, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.2057153324784759, "fast_rcnn/fg_cls_accuracy": 0.7750038349440098, "iteration": 9939, "loss_box_reg": 0.34703405015170574, "loss_cls": 0.17317056143656373, "loss_rpn_cls": 0.02358037731028162, "loss_rpn_loc": 0.05954078456852585, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8405318264849484, "total_loss": 0.6102213592384942}
{"data_time": 0.01903036213479936, "eta_seconds": 35764.3926613566, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.14559895833333333, "fast_rcnn/fg_cls_accuracy": 0.822265625, "iteration": 9959, "loss_box_reg": 0.3539641108363867, "loss_cls": 0.1807119268923998, "loss_rpn_cls": 0.026271502661984414, "loss_rpn_loc": 0.053802919341251254, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8362335741985589, "total_loss": 0.6208744528703392}
{"data_time": 0.02156064799055457, "eta_seconds": 35750.72937501245, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1483152403778373, "fast_rcnn/fg_cls_accuracy": 0.8435339453700555, "iteration": 9979, "loss_box_reg": 0.32577867712825537, "loss_cls": 0.1713678603991866, "loss_rpn_cls": 0.022197160287760198, "loss_rpn_loc": 0.059219232643954456, "lr": 0.02, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8382936643902212, "total_loss": 0.5748210184974596}
{"data_time": 0.035497806034982204, "eta_seconds": 35733.913811232196, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.17867042203147354, "fast_rcnn/fg_cls_accuracy": 0.8104556074766356, "iteration": 9999, "loss_box_reg": 0.3468375112861395, "loss_cls": 0.18057454796507955, "loss_rpn_cls": 0.028786611452233046, "loss_rpn_loc": 0.0647265138104558, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8421953925862908, "total_loss": 0.6215502407867461}
{"data_time": 0.03130789799615741, "eta_seconds": 35716.42483687517, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.15528137703252032, "fast_rcnn/fg_cls_accuracy": 0.8143013277202072, "iteration": 10019, "loss_box_reg": 0.3322928426787257, "loss_cls": 0.17802288802340627, "loss_rpn_cls": 0.025747984822373837, "loss_rpn_loc": 0.05432956211734563, "lr": 0.02, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.8385939074214548, "total_loss": 0.6013400558731519}
{"data_time": 0.035801097517833114, "eta_seconds": 35709.86857209494, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.1559591090425532, "fast_rcnn/fg_cls_accuracy": 0.822265625, "iteration": 10039, "loss_box_reg": 0.344369831494987, "loss_cls": 0.17499084491282701, "loss_rpn_cls": 0.024060366296907887, "loss_rpn_loc": 0.05715021654032171, "lr": 0.02, "roi_head/num_bg_samples": 386.5, "roi_head/num_fg_samples": 125.5, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.8438005144707859, "total_loss": 0.6072836273233406}
{"data_time": 0.025209568673744798, "eta_seconds": 35681.14589078352, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.16390205371248023, "fast_rcnn/fg_cls_accuracy": 0.8307291666666667, "iteration": 10059, "loss_box_reg": 0.33865277376025915, "loss_cls": 0.17573994863778353, "loss_rpn_cls": 0.02364968860638328, "loss_rpn_loc": 0.05458400887437165, "lr": 0.02, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8343857813160866, "total_loss": 0.5958529505878687}
{"data_time": 0.028944550547748804, "eta_seconds": 35666.651556111174, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1577233447706189, "fast_rcnn/fg_cls_accuracy": 0.8226984126984127, "iteration": 10079, "loss_box_reg": 0.3419691678136587, "loss_cls": 0.17626153025776148, "loss_rpn_cls": 0.030051700363401324, "loss_rpn_loc": 0.06285860016942024, "lr": 0.02, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.8420649759937078, "total_loss": 0.61238073639106}
{"data_time": 0.027750558452680707, "eta_seconds": 35651.27639340446, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.18804546734234234, "fast_rcnn/fg_cls_accuracy": 0.801887330368343, "iteration": 10099, "loss_box_reg": 0.3393254578113556, "loss_cls": 0.17066464852541685, "loss_rpn_cls": 0.02630665508331731, "loss_rpn_loc": 0.05886682798154652, "lr": 0.02, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8390843800734729, "total_loss": 0.5981166928540915}
{"data_time": 0.028918186435475945, "eta_seconds": 35629.23107452341, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.1807103759638819, "fast_rcnn/fg_cls_accuracy": 0.7694455140546785, "iteration": 10119, "loss_box_reg": 0.3472850965335965, "loss_cls": 0.17273538885638118, "loss_rpn_cls": 0.027321531699271873, "loss_rpn_loc": 0.055971382185816765, "lr": 0.02, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8334643861744553, "total_loss": 0.6099138416902861}
{"data_time": 0.030541821848601103, "eta_seconds": 35607.27310566162, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.150390625, "fast_rcnn/fg_cls_accuracy": 0.8242827868852459, "iteration": 10139, "loss_box_reg": 0.34346249513328075, "loss_cls": 0.17652918165549636, "loss_rpn_cls": 0.026049264473840594, "loss_rpn_loc": 0.05458441190421581, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8402781775221229, "total_loss": 0.6046045832335949}
{"data_time": 0.030540156178176403, "eta_seconds": 35599.38930099015, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.130859375, "fast_rcnn/fg_cls_accuracy": 0.8343955592105263, "iteration": 10159, "loss_box_reg": 0.345217595808208, "loss_cls": 0.1699738334864378, "loss_rpn_cls": 0.02260568800556939, "loss_rpn_loc": 0.05402228073216975, "lr": 0.02, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8443229764234275, "total_loss": 0.5902965044951998}
{"data_time": 0.02750990353524685, "eta_seconds": 35597.85760730412, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.1498001453488372, "fast_rcnn/fg_cls_accuracy": 0.8414335029069768, "iteration": 10179, "loss_box_reg": 0.34834884479641914, "loss_cls": 0.18308222061023116, "loss_rpn_cls": 0.02681439887965098, "loss_rpn_loc": 0.05440425069537014, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.852058979915455, "total_loss": 0.6169130725902505}
{"data_time": 0.024736989056691527, "eta_seconds": 35580.5109835763, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.12469678795148606, "fast_rcnn/fg_cls_accuracy": 0.8105627540650406, "iteration": 10199, "loss_box_reg": 0.33531065098941326, "loss_cls": 0.1821301826275885, "loss_rpn_cls": 0.024941952149674762, "loss_rpn_loc": 0.05824439227581024, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8348380120005459, "total_loss": 0.6065507386811078}
{"data_time": 0.029036739375442266, "eta_seconds": 35554.55687025795, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.158203125, "fast_rcnn/fg_cls_accuracy": 0.8215250965250965, "iteration": 10219, "loss_box_reg": 0.339470811188221, "loss_cls": 0.16673962818458676, "loss_rpn_cls": 0.025353007717058063, "loss_rpn_loc": 0.05622665921691805, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8388085919432342, "total_loss": 0.5942903865943663}
{"data_time": 0.03670246549881995, "eta_seconds": 35532.12704586913, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.14110896017699115, "fast_rcnn/fg_cls_accuracy": 0.851425762045231, "iteration": 10239, "loss_box_reg": 0.3305046381428838, "loss_cls": 0.16507537616416812, "loss_rpn_cls": 0.025835226610070094, "loss_rpn_loc": 0.05917867901735008, "lr": 0.02, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.8384241333696991, "total_loss": 0.5792757269518916}
{"data_time": 0.017051096307113767, "eta_seconds": 35515.65135999187, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.14636340810177434, "fast_rcnn/fg_cls_accuracy": 0.8305052378873854, "iteration": 10259, "loss_box_reg": 0.34394359681755304, "loss_cls": 0.17573509272187948, "loss_rpn_cls": 0.025634173827711493, "loss_rpn_loc": 0.0534259295091033, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8366044445428997, "total_loss": 0.6077382118091919}
{"data_time": 0.027667774818837643, "eta_seconds": 35497.1063993813, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.1484375, "fast_rcnn/fg_cls_accuracy": 0.841764502762431, "iteration": 10279, "loss_box_reg": 0.3382040951400995, "loss_cls": 0.17706867633387446, "loss_rpn_cls": 0.024763249093666673, "loss_rpn_loc": 0.05884062731638551, "lr": 0.02, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8406021965201944, "total_loss": 0.603393217723351}
{"data_time": 0.03202754515223205, "eta_seconds": 35474.43981634593, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.15472875412541254, "fast_rcnn/fg_cls_accuracy": 0.8233243282710281, "iteration": 10299, "loss_box_reg": 0.33567858673632145, "loss_cls": 0.17417405545711517, "loss_rpn_cls": 0.03114702831953764, "loss_rpn_loc": 0.055749009537976235, "lr": 0.02, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8396037865895778, "total_loss": 0.6072726233978756}
{"data_time": 0.027038272935897112, "eta_seconds": 35458.89623692096, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.1841517857142857, "fast_rcnn/fg_cls_accuracy": 0.7915013227513228, "iteration": 10319, "loss_box_reg": 0.3227118840441108, "loss_cls": 0.16988386632874608, "loss_rpn_cls": 0.026318236283259466, "loss_rpn_loc": 0.05782454996369779, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8412571444641799, "total_loss": 0.5783246641221922}
{"data_time": 0.03265613201074302, "eta_seconds": 35442.96687849867, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.17845134493670886, "fast_rcnn/fg_cls_accuracy": 0.81640625, "iteration": 10339, "loss_box_reg": 0.3402403313666582, "loss_cls": 0.17162932036444545, "loss_rpn_cls": 0.024237592821009457, "loss_rpn_loc": 0.05507518048398197, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8406546462792903, "total_loss": 0.5876913975080242}
{"data_time": 0.023288254626095295, "eta_seconds": 35425.72828963003, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.16745975498633187, "fast_rcnn/fg_cls_accuracy": 0.7945381717863016, "iteration": 10359, "loss_box_reg": 0.33696735836565495, "loss_cls": 0.1728329467587173, "loss_rpn_cls": 0.025735166505910456, "loss_rpn_loc": 0.05825275252573192, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.8406400058884174, "total_loss": 0.60550780716585}
{"data_time": 0.020246856147423387, "eta_seconds": 35411.225823070155, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.13299429804284174, "fast_rcnn/fg_cls_accuracy": 0.8501942680481284, "iteration": 10379, "loss_box_reg": 0.3301963545382023, "loss_cls": 0.1707546035759151, "loss_rpn_cls": 0.025334601348731667, "loss_rpn_loc": 0.06085861648898572, "lr": 0.02, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.8470818956848234, "total_loss": 0.6071140718413517}
{"data_time": 0.03177866153419018, "eta_seconds": 35392.10238773911, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.17442531103238032, "fast_rcnn/fg_cls_accuracy": 0.7947309060412389, "iteration": 10399, "loss_box_reg": 0.3347156923264265, "loss_cls": 0.17698541935533285, "loss_rpn_cls": 0.029691176692722365, "loss_rpn_loc": 0.05648639483842999, "lr": 0.02, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8396350715775043, "total_loss": 0.5985399838536978}
{"data_time": 0.027989604510366917, "eta_seconds": 35377.59772703913, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.1588257305167194, "fast_rcnn/fg_cls_accuracy": 0.8090350418410042, "iteration": 10419, "loss_box_reg": 0.3419822081923485, "loss_cls": 0.18225925136357546, "loss_rpn_cls": 0.024710919824428856, "loss_rpn_loc": 0.0531633694190532, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.844185424502939, "total_loss": 0.6147417372267228}
{"data_time": 0.02117541106417775, "eta_seconds": 35362.549510200275, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.14694979011066892, "fast_rcnn/fg_cls_accuracy": 0.8221528648530775, "iteration": 10439, "loss_box_reg": 0.3262154208496213, "loss_cls": 0.1688367563765496, "loss_rpn_cls": 0.028077224269509315, "loss_rpn_loc": 0.05299650283996016, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.8431826294399798, "total_loss": 0.5835374265443534}
{"data_time": 0.03163684671744704, "eta_seconds": 35345.73462253227, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.17056808449900085, "fast_rcnn/fg_cls_accuracy": 0.7883136334196892, "iteration": 10459, "loss_box_reg": 0.3595412988215685, "loss_cls": 0.18457443919032812, "loss_rpn_cls": 0.027315245315548964, "loss_rpn_loc": 0.06085936399176717, "lr": 0.02, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8390223325695843, "total_loss": 0.6379063807544298}
{"data_time": 0.026812219060957432, "eta_seconds": 35327.15558299259, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.140625, "fast_rcnn/fg_cls_accuracy": 0.8024314413265305, "iteration": 10479, "loss_box_reg": 0.35214965231716633, "loss_cls": 0.17835866939276457, "loss_rpn_cls": 0.027724486018996686, "loss_rpn_loc": 0.052069385710638016, "lr": 0.02, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.8367578170727938, "total_loss": 0.5992091394145973}
{"data_time": 0.020755983889102936, "eta_seconds": 35309.62323906482, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.15963203463203463, "fast_rcnn/fg_cls_accuracy": 0.8174547697368422, "iteration": 10499, "loss_box_reg": 0.34412501845508814, "loss_cls": 0.1747837644070387, "loss_rpn_cls": 0.02615176944527775, "loss_rpn_loc": 0.05517989525105804, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8387258884031326, "total_loss": 0.6045479323365726}
{"data_time": 0.024194752564653754, "eta_seconds": 35289.28533081268, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.15234375, "fast_rcnn/fg_cls_accuracy": 0.806640625, "iteration": 10519, "loss_box_reg": 0.3459644131362438, "loss_cls": 0.18323974264785647, "loss_rpn_cls": 0.022581390046980232, "loss_rpn_loc": 0.055007664021104574, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.8367663894314319, "total_loss": 0.6226708142494317}
{"data_time": 0.029804568272083998, "eta_seconds": 35275.19539662078, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.14598357371794873, "fast_rcnn/fg_cls_accuracy": 0.8217245989304813, "iteration": 10539, "loss_box_reg": 0.3306815167888999, "loss_cls": 0.16746268118731678, "loss_rpn_cls": 0.028355953545542434, "loss_rpn_loc": 0.05812856287229806, "lr": 0.02, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8460340581368655, "total_loss": 0.5938419132726267}
{"data_time": 0.029614235972985625, "eta_seconds": 35254.271568963304, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.21312796024536068, "fast_rcnn/fg_cls_accuracy": 0.7768033946251769, "iteration": 10559, "loss_box_reg": 0.34347455855458975, "loss_cls": 0.17853782651945949, "loss_rpn_cls": 0.025101354258367792, "loss_rpn_loc": 0.05483421997632831, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8360220359172672, "total_loss": 0.5884065774735063}
{"data_time": 0.03543367888778448, "eta_seconds": 35238.70428688382, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.14283854166666665, "fast_rcnn/fg_cls_accuracy": 0.8415770427489178, "iteration": 10579, "loss_box_reg": 0.3271434074267745, "loss_cls": 0.1627522548660636, "loss_rpn_cls": 0.030007927445694804, "loss_rpn_loc": 0.056840367848053575, "lr": 0.02, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8433747724629939, "total_loss": 0.5976068454328924}
{"data_time": 0.02421597414650023, "eta_seconds": 35221.89232901693, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.14174107142857142, "fast_rcnn/fg_cls_accuracy": 0.8164879475363347, "iteration": 10599, "loss_box_reg": 0.3243345245718956, "loss_cls": 0.171071644872427, "loss_rpn_cls": 0.030562275438569486, "loss_rpn_loc": 0.0604836669517681, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.839378219563514, "total_loss": 0.5940199895412661}
{"data_time": 0.02475838828831911, "eta_seconds": 35206.389389080694, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.7890625, "iteration": 10619, "loss_box_reg": 0.3400290422141552, "loss_cls": 0.1749032731167972, "loss_rpn_cls": 0.02777015505125746, "loss_rpn_loc": 0.058996961917728186, "lr": 0.02, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8412959855049849, "total_loss": 0.587401814002078}
{"data_time": 0.026033476926386356, "eta_seconds": 35189.892495999346, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.17897544106441593, "fast_rcnn/fg_cls_accuracy": 0.7919761782786885, "iteration": 10639, "loss_box_reg": 0.3255114983767271, "loss_cls": 0.18037925520911813, "loss_rpn_cls": 0.025781683711102232, "loss_rpn_loc": 0.05951972655020654, "lr": 0.02, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8403692364227027, "total_loss": 0.5972901265777182}
{"data_time": 0.030643390025943518, "eta_seconds": 35170.21474731155, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.15927029639175258, "fast_rcnn/fg_cls_accuracy": 0.80859375, "iteration": 10659, "loss_box_reg": 0.3263282850384712, "loss_cls": 0.17067236150614917, "loss_rpn_cls": 0.0219709325756412, "loss_rpn_loc": 0.05418102990370244, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8309765718877316, "total_loss": 0.5641692169592716}
{"data_time": 0.02092867298051715, "eta_seconds": 35151.561336476356, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.15679760514018692, "fast_rcnn/fg_cls_accuracy": 0.8168771173390823, "iteration": 10679, "loss_box_reg": 0.3334779916331172, "loss_cls": 0.1708683492615819, "loss_rpn_cls": 0.03229081863537431, "loss_rpn_loc": 0.06016215984709561, "lr": 0.02, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.838076134910807, "total_loss": 0.6066882134764455}
{"data_time": 0.03168899496085942, "eta_seconds": 35136.592018650845, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.1298655756867329, "fast_rcnn/fg_cls_accuracy": 0.8471558626033058, "iteration": 10699, "loss_box_reg": 0.3407737258821726, "loss_cls": 0.17514708498492837, "loss_rpn_cls": 0.025095246848650277, "loss_rpn_loc": 0.055187803925946355, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8411265595350415, "total_loss": 0.5929091180150863}
{"data_time": 0.02706390549428761, "eta_seconds": 35116.170086936094, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.14705339566929132, "fast_rcnn/fg_cls_accuracy": 0.8177377333912288, "iteration": 10719, "loss_box_reg": 0.3473569042980671, "loss_cls": 0.17652044631540775, "loss_rpn_cls": 0.02451968303648755, "loss_rpn_loc": 0.05427527171559632, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8404601267538965, "total_loss": 0.5962318414240144}
{"data_time": 0.036889327922835946, "eta_seconds": 35099.36045093555, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.18459160111150247, "fast_rcnn/fg_cls_accuracy": 0.8007983784230992, "iteration": 10739, "loss_box_reg": 0.34272042755037546, "loss_cls": 0.17152250558137894, "loss_rpn_cls": 0.02597958769183606, "loss_rpn_loc": 0.054584770870860666, "lr": 0.02, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8409018863458186, "total_loss": 0.590397153631784}
{"data_time": 0.028709824895486236, "eta_seconds": 35076.45385160879, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.16810233439572747, "fast_rcnn/fg_cls_accuracy": 0.8171811740890689, "iteration": 10759, "loss_box_reg": 0.34164983220398426, "loss_cls": 0.17045573145151138, "loss_rpn_cls": 0.028257841244339943, "loss_rpn_loc": 0.05379402590915561, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8375183490570635, "total_loss": 0.5930087814922445}
{"data_time": 0.03272545197978616, "eta_seconds": 35058.49711480178, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.15650264497454835, "fast_rcnn/fg_cls_accuracy": 0.8413514322786706, "iteration": 10779, "loss_box_reg": 0.33310863841325045, "loss_cls": 0.1709535769186914, "loss_rpn_cls": 0.028475436265580356, "loss_rpn_loc": 0.056186971603892744, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8424881184473634, "total_loss": 0.6106892090756446}
{"data_time": 0.028747702948749065, "eta_seconds": 35035.90034239553, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.1686113365800866, "fast_rcnn/fg_cls_accuracy": 0.7959984756097561, "iteration": 10799, "loss_box_reg": 0.33660417329519987, "loss_cls": 0.17064377292990685, "loss_rpn_cls": 0.025988110399339348, "loss_rpn_loc": 0.05647229385795072, "lr": 0.02, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8388756725471467, "total_loss": 0.5954224048764445}
{"data_time": 0.03126890445128083, "eta_seconds": 35017.25114833214, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.17089457756916998, "fast_rcnn/fg_cls_accuracy": 0.8256342879855145, "iteration": 10819, "loss_box_reg": 0.34316808357834816, "loss_cls": 0.179269106592983, "loss_rpn_cls": 0.028139022178947926, "loss_rpn_loc": 0.053482798393815756, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.837651114910841, "total_loss": 0.6076557675260119}
{"data_time": 0.027326696552336216, "eta_seconds": 34993.79334213864, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.1190458337238729, "fast_rcnn/fg_cls_accuracy": 0.8353794642857143, "iteration": 10839, "loss_box_reg": 0.32556471042335033, "loss_cls": 0.1654416574165225, "loss_rpn_cls": 0.021583044319413602, "loss_rpn_loc": 0.05419215653091669, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8377199904061854, "total_loss": 0.564603372651618}
{"data_time": 0.03592630126513541, "eta_seconds": 34974.7371741964, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.1941119768656117, "fast_rcnn/fg_cls_accuracy": 0.7873883928571428, "iteration": 10859, "loss_box_reg": 0.3434088621288538, "loss_cls": 0.17178552551195025, "loss_rpn_cls": 0.027632241661194712, "loss_rpn_loc": 0.05751127237454057, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8340046959929168, "total_loss": 0.6007390152080916}
{"data_time": 0.03438996407203376, "eta_seconds": 34955.03683728003, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.1762744633838384, "fast_rcnn/fg_cls_accuracy": 0.8019057765151515, "iteration": 10879, "loss_box_reg": 0.33492905646562576, "loss_cls": 0.17291543167084455, "loss_rpn_cls": 0.026319483236875385, "loss_rpn_loc": 0.06091830739751458, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8396203275769949, "total_loss": 0.6030441906768829}
{"data_time": 0.02384533709846437, "eta_seconds": 34926.480117118685, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.13832387259539577, "fast_rcnn/fg_cls_accuracy": 0.8379803433585018, "iteration": 10899, "loss_box_reg": 0.3354690056294203, "loss_cls": 0.1725658872164786, "loss_rpn_cls": 0.025098200305365026, "loss_rpn_loc": 0.05644621857209131, "lr": 0.02, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.836292029125616, "total_loss": 0.5951332017721143}
{"data_time": 0.023494098568335176, "eta_seconds": 34891.40720239119, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.13564875491480996, "fast_rcnn/fg_cls_accuracy": 0.861904761904762, "iteration": 10919, "loss_box_reg": 0.34281569346785545, "loss_cls": 0.17390864342451096, "loss_rpn_cls": 0.02699320315150544, "loss_rpn_loc": 0.05736803519539535, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8306447721552104, "total_loss": 0.6164386917371303}
{"data_time": 0.028596754418686032, "eta_seconds": 34872.47417180287, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.17048891129032256, "fast_rcnn/fg_cls_accuracy": 0.779296875, "iteration": 10939, "loss_box_reg": 0.3441770067438483, "loss_cls": 0.1840384816750884, "loss_rpn_cls": 0.02612026542192325, "loss_rpn_loc": 0.05799267685506493, "lr": 0.02, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8372287245001644, "total_loss": 0.615839923673775}
{"data_time": 0.026064960984513164, "eta_seconds": 34860.94509022194, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.18848484848484848, "fast_rcnn/fg_cls_accuracy": 0.8094708994708995, "iteration": 10959, "loss_box_reg": 0.3214924382045865, "loss_cls": 0.15538264345377684, "loss_rpn_cls": 0.022846906824270263, "loss_rpn_loc": 0.05344813468400389, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8416825300082564, "total_loss": 0.5587257630540989}
{"data_time": 0.027192801469936967, "eta_seconds": 34841.060062299715, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.13964023109243698, "fast_rcnn/fg_cls_accuracy": 0.841796875, "iteration": 10979, "loss_box_reg": 0.3439480783417821, "loss_cls": 0.17285525612533092, "loss_rpn_cls": 0.025126180378720164, "loss_rpn_loc": 0.056101565482094884, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8335831307340413, "total_loss": 0.5977408874314278}
{"data_time": 0.027187583968043327, "eta_seconds": 34825.03568278975, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.13309069447176863, "fast_rcnn/fg_cls_accuracy": 0.833984375, "iteration": 10999, "loss_box_reg": 0.34168267250061035, "loss_cls": 0.17447502259165049, "loss_rpn_cls": 0.02341730083571747, "loss_rpn_loc": 0.05321580031886697, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8415389850270003, "total_loss": 0.6060088706435636}
{"data_time": 0.026192897465080023, "eta_seconds": 34815.196436496684, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.20442708333333331, "fast_rcnn/fg_cls_accuracy": 0.7823097018748079, "iteration": 11019, "loss_box_reg": 0.3383811367675662, "loss_cls": 0.17343749664723873, "loss_rpn_cls": 0.026592601207084954, "loss_rpn_loc": 0.057384880259633064, "lr": 0.02, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.8423848985694349, "total_loss": 0.5966616880032234}
{"data_time": 0.0200858642347157, "eta_seconds": 34797.5728151456, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.14261738379396985, "fast_rcnn/fg_cls_accuracy": 0.83984375, "iteration": 11039, "loss_box_reg": 0.33080104272812605, "loss_cls": 0.17915812181308866, "loss_rpn_cls": 0.029774906870443374, "loss_rpn_loc": 0.05570471228566021, "lr": 0.02, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8389920704066753, "total_loss": 0.5902342540794052}
{"data_time": 0.027111073024570942, "eta_seconds": 34789.512428581715, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.15999280857740586, "fast_rcnn/fg_cls_accuracy": 0.8228068524096386, "iteration": 11059, "loss_box_reg": 0.33797769993543625, "loss_cls": 0.17313369363546371, "loss_rpn_cls": 0.030317959375679493, "loss_rpn_loc": 0.055958664626814425, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8360947861801833, "total_loss": 0.6058522497769445}
{"data_time": 0.02276786998845637, "eta_seconds": 34772.92718549841, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.15566454298870874, "fast_rcnn/fg_cls_accuracy": 0.8244444880653266, "iteration": 11079, "loss_box_reg": 0.3384694652631879, "loss_cls": 0.18488848488777876, "loss_rpn_cls": 0.026363602781202644, "loss_rpn_loc": 0.05473711166996509, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8410991528071463, "total_loss": 0.5974975586868823}
{"data_time": 0.026423898991197348, "eta_seconds": 34760.828654491575, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.1537388392857143, "fast_rcnn/fg_cls_accuracy": 0.8404901657913706, "iteration": 11099, "loss_box_reg": 0.33941702265292406, "loss_cls": 0.17624277994036674, "loss_rpn_cls": 0.02595329046016559, "loss_rpn_loc": 0.055010274169035256, "lr": 0.02, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.8420495484024286, "total_loss": 0.5989188106032088}
{"data_time": 0.0203963378444314, "eta_seconds": 34747.04679080588, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.154296875, "fast_rcnn/fg_cls_accuracy": 0.83203125, "iteration": 11119, "loss_box_reg": 0.3376982817426324, "loss_cls": 0.1804468238260597, "loss_rpn_cls": 0.0249275928363204, "loss_rpn_loc": 0.06193222024012357, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8385482139419764, "total_loss": 0.6068662921607029}
{"data_time": 0.025964177446439862, "eta_seconds": 34730.9846891847, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.1565080860417648, "fast_rcnn/fg_cls_accuracy": 0.810546875, "iteration": 11139, "loss_box_reg": 0.3418581997975707, "loss_cls": 0.17097822669893503, "loss_rpn_cls": 0.02742925740312785, "loss_rpn_loc": 0.054903224925510585, "lr": 0.02, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8409815859049559, "total_loss": 0.6051553937722929}
{"data_time": 0.030684006866067648, "eta_seconds": 34710.40136366035, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.15489527925531915, "fast_rcnn/fg_cls_accuracy": 0.8115131578947368, "iteration": 11159, "loss_box_reg": 0.3427520180121064, "loss_cls": 0.1798630014527589, "loss_rpn_cls": 0.02765338576864451, "loss_rpn_loc": 0.056346058612689376, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.8439605340827256, "total_loss": 0.5968793006031774}
{"data_time": 0.027551696402952075, "eta_seconds": 34688.97719108616, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.13150375939849623, "fast_rcnn/fg_cls_accuracy": 0.8033039058319957, "iteration": 11179, "loss_box_reg": 0.32921323738992214, "loss_cls": 0.17237164382822812, "loss_rpn_cls": 0.024151370336767286, "loss_rpn_loc": 0.055674950242973864, "lr": 0.02, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8428588015958667, "total_loss": 0.5820989741259837}
{"data_time": 0.022348793921992183, "eta_seconds": 34678.89537189645, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.1589633233532934, "fast_rcnn/fg_cls_accuracy": 0.8256896219135803, "iteration": 11199, "loss_box_reg": 0.34048874489963055, "loss_cls": 0.17731737857684493, "loss_rpn_cls": 0.0289458655170165, "loss_rpn_loc": 0.05672202492132783, "lr": 0.02, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8432854746934026, "total_loss": 0.6147630452178419}
{"data_time": 0.03300336888059974, "eta_seconds": 34672.76284379093, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.15420454545454546, "fast_rcnn/fg_cls_accuracy": 0.8072727272727274, "iteration": 11219, "loss_box_reg": 0.33947121631354094, "loss_cls": 0.17531402269378304, "loss_rpn_cls": 0.02621377579635009, "loss_rpn_loc": 0.05865638446994126, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 194.5, "rpn/num_pos_anchors": 61.5, "time": 0.8433437971398234, "total_loss": 0.6013564735476393}
{"data_time": 0.0322109900880605, "eta_seconds": 34657.613942620344, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.15055772146415422, "fast_rcnn/fg_cls_accuracy": 0.8314822635135135, "iteration": 11239, "loss_box_reg": 0.34880702942609787, "loss_cls": 0.17603297950699925, "loss_rpn_cls": 0.029833434789907187, "loss_rpn_loc": 0.05912376078777015, "lr": 0.02, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.8401576816104352, "total_loss": 0.604623305844143}
{"data_time": 0.03285464085638523, "eta_seconds": 34644.5130828456, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.1515625, "fast_rcnn/fg_cls_accuracy": 0.826252773668639, "iteration": 11259, "loss_box_reg": 0.3440333465114236, "loss_cls": 0.18834378430619836, "loss_rpn_cls": 0.0309998465818353, "loss_rpn_loc": 0.06166597083210945, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8414995453786105, "total_loss": 0.6321336416294798}
{"data_time": 0.03202960337512195, "eta_seconds": 34625.505580702564, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.1595173773364486, "fast_rcnn/fg_cls_accuracy": 0.8031802939497716, "iteration": 11279, "loss_box_reg": 0.33643065579235554, "loss_cls": 0.17264346219599247, "loss_rpn_cls": 0.027686519315466285, "loss_rpn_loc": 0.056940235721413046, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8378566261380911, "total_loss": 0.6078956615529023}
{"data_time": 0.02777296886779368, "eta_seconds": 34608.70564592141, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.12422839506172839, "fast_rcnn/fg_cls_accuracy": 0.86328125, "iteration": 11299, "loss_box_reg": 0.33523273188620806, "loss_cls": 0.17080226121470332, "loss_rpn_cls": 0.025691481569083408, "loss_rpn_loc": 0.05764406779780984, "lr": 0.02, "roi_head/num_bg_samples": 385.25, "roi_head/num_fg_samples": 126.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8364722684491426, "total_loss": 0.5897886744933203}
{"data_time": 0.021712078480049968, "eta_seconds": 34589.35588309751, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8544354838709678, "iteration": 11319, "loss_box_reg": 0.3358411332592368, "loss_cls": 0.168225041590631, "loss_rpn_cls": 0.02098625438520685, "loss_rpn_loc": 0.054151504882611334, "lr": 0.02, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8389934555161744, "total_loss": 0.5808942716394085}
{"data_time": 0.021805813303217292, "eta_seconds": 34563.991110044764, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.14442990654205606, "fast_rcnn/fg_cls_accuracy": 0.8231476814516129, "iteration": 11339, "loss_box_reg": 0.3236072529107332, "loss_cls": 0.1681735380552709, "loss_rpn_cls": 0.02765424008248374, "loss_rpn_loc": 0.05331927083898336, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8387825272511691, "total_loss": 0.5816265707253478}
{"data_time": 0.022961504058912396, "eta_seconds": 34542.08026320045, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.15904273257214435, "fast_rcnn/fg_cls_accuracy": 0.8239724099099099, "iteration": 11359, "loss_box_reg": 0.3270978983491659, "loss_cls": 0.17305751331150532, "loss_rpn_cls": 0.025531962572131306, "loss_rpn_loc": 0.053255540202371776, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.8377162783872336, "total_loss": 0.5895771983778104}
{"data_time": 0.029690883355215192, "eta_seconds": 34525.28821620927, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.1581004870546014, "fast_rcnn/fg_cls_accuracy": 0.8243044969512194, "iteration": 11379, "loss_box_reg": 0.3343651038594544, "loss_cls": 0.16826095571741462, "loss_rpn_cls": 0.023704106104560196, "loss_rpn_loc": 0.05628926330246031, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.845637320773676, "total_loss": 0.5879688434943091}
{"data_time": 0.026261799270287156, "eta_seconds": 34500.99818923278, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.14495284966960353, "fast_rcnn/fg_cls_accuracy": 0.8148164035689773, "iteration": 11399, "loss_box_reg": 0.3501664884388447, "loss_cls": 0.18482468323782086, "loss_rpn_cls": 0.027996114309644327, "loss_rpn_loc": 0.060244644759222865, "lr": 0.02, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.837115736445412, "total_loss": 0.6290423292666674}
{"data_time": 0.029316224390640855, "eta_seconds": 34478.52486404544, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.171875, "fast_rcnn/fg_cls_accuracy": 0.8177216198979591, "iteration": 11419, "loss_box_reg": 0.3345007011666894, "loss_cls": 0.1795937493443489, "loss_rpn_cls": 0.02761859164456837, "loss_rpn_loc": 0.059527793899178505, "lr": 0.02, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8389715768862516, "total_loss": 0.604183021641802}
{"data_time": 0.02338585490360856, "eta_seconds": 34456.536846233066, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.14019787386099697, "fast_rcnn/fg_cls_accuracy": 0.822265625, "iteration": 11439, "loss_box_reg": 0.3164281388744712, "loss_cls": 0.1690657688304782, "loss_rpn_cls": 0.029167022090405226, "loss_rpn_loc": 0.056495789729524404, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8381288852542639, "total_loss": 0.5847603406000417}
{"data_time": 0.027247538091614842, "eta_seconds": 34437.04903617967, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.17063884493670886, "fast_rcnn/fg_cls_accuracy": 0.8125, "iteration": 11459, "loss_box_reg": 0.34062810335308313, "loss_cls": 0.1800088700838387, "loss_rpn_cls": 0.023695322481216863, "loss_rpn_loc": 0.05907282419502735, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.8361545724328607, "total_loss": 0.6023011293145828}
{"data_time": 0.029009161284193397, "eta_seconds": 34420.26725745294, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.16681985294117646, "fast_rcnn/fg_cls_accuracy": 0.791302524717514, "iteration": 11479, "loss_box_reg": 0.3391787260770798, "loss_cls": 0.18503943551331758, "loss_rpn_cls": 0.031177680881228298, "loss_rpn_loc": 0.05836079933214933, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8378078434616327, "total_loss": 0.6175041257083649}
{"data_time": 0.02583808801136911, "eta_seconds": 34396.96034184052, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.170719068877551, "fast_rcnn/fg_cls_accuracy": 0.8010779272151899, "iteration": 11499, "loss_box_reg": 0.3524154946208, "loss_cls": 0.17756546894088387, "loss_rpn_cls": 0.02887216449016705, "loss_rpn_loc": 0.05154071527067572, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8349318827968091, "total_loss": 0.6131625082925893}
{"data_time": 0.028431419050320983, "eta_seconds": 34390.042040541535, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.181640625, "fast_rcnn/fg_cls_accuracy": 0.8029547275641026, "iteration": 11519, "loss_box_reg": 0.3481722390279174, "loss_cls": 0.1774050211533904, "loss_rpn_cls": 0.02190429499023594, "loss_rpn_loc": 0.05583857640158385, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8461958598345518, "total_loss": 0.6001998817082494}
{"data_time": 0.02676979242824018, "eta_seconds": 34373.258632601006, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.14624550751945287, "fast_rcnn/fg_cls_accuracy": 0.8020241477272727, "iteration": 11539, "loss_box_reg": 0.337130019441247, "loss_cls": 0.1699662054888904, "loss_rpn_cls": 0.024830785405356437, "loss_rpn_loc": 0.05741129629313946, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.855446710716933, "total_loss": 0.5789584712474607}
{"data_time": 0.02286004857160151, "eta_seconds": 34361.97192224418, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1445556219301739, "fast_rcnn/fg_cls_accuracy": 0.8412962962962962, "iteration": 11559, "loss_box_reg": 0.3368442701175809, "loss_cls": 0.16299009369686246, "loss_rpn_cls": 0.022844992170576006, "loss_rpn_loc": 0.0533980563050136, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.8427126635797322, "total_loss": 0.5733835673308931}
{"data_time": 0.029423034749925137, "eta_seconds": 34342.4718934393, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.16796875, "fast_rcnn/fg_cls_accuracy": 0.818359375, "iteration": 11579, "loss_box_reg": 0.3449345724657178, "loss_cls": 0.16582698887214065, "loss_rpn_cls": 0.021631237934343517, "loss_rpn_loc": 0.0584455105708912, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8424362808000296, "total_loss": 0.5934270145371556}
{"data_time": 0.021993751171976328, "eta_seconds": 34333.86928411201, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.16233646581905287, "fast_rcnn/fg_cls_accuracy": 0.8112736191860466, "iteration": 11599, "loss_box_reg": 0.3303872151300311, "loss_cls": 0.1657673972658813, "loss_rpn_cls": 0.025364847242599353, "loss_rpn_loc": 0.056528712972067297, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8472624830901623, "total_loss": 0.5965188274858519}
{"data_time": 0.03418281371705234, "eta_seconds": 34321.86153584509, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.15755208333333331, "fast_rcnn/fg_cls_accuracy": 0.7979910714285714, "iteration": 11619, "loss_box_reg": 0.3294944679364562, "loss_cls": 0.1697457516565919, "loss_rpn_cls": 0.03151873894967139, "loss_rpn_loc": 0.05744220135966316, "lr": 0.02, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8465694759506732, "total_loss": 0.5875569524359889}
{"data_time": 0.0368163138628006, "eta_seconds": 34321.60821481352, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1498560855263158, "fast_rcnn/fg_cls_accuracy": 0.8356516768292683, "iteration": 11639, "loss_box_reg": 0.3367858799174428, "loss_cls": 0.17317557893693447, "loss_rpn_cls": 0.026792185613885522, "loss_rpn_loc": 0.060622169519774616, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.8528908065054566, "total_loss": 0.5946730822906829}
{"data_time": 0.02788907801732421, "eta_seconds": 34312.37682761252, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.1640625, "fast_rcnn/fg_cls_accuracy": 0.8103742230662984, "iteration": 11659, "loss_box_reg": 0.3368011014536023, "loss_cls": 0.16431865561753511, "loss_rpn_cls": 0.028951936779776588, "loss_rpn_loc": 0.05704886693274602, "lr": 0.02, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 199.5, "rpn/num_pos_anchors": 56.5, "time": 0.8483120638411492, "total_loss": 0.583846464229282}
{"data_time": 0.03976439475081861, "eta_seconds": 34301.73644607235, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.14110896017699115, "fast_rcnn/fg_cls_accuracy": 0.8274637057086613, "iteration": 11679, "loss_box_reg": 0.3421749174594879, "loss_cls": 0.17796381935477257, "loss_rpn_cls": 0.030561371910152957, "loss_rpn_loc": 0.05703791661653668, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8484192204196006, "total_loss": 0.6058329554507509}
{"data_time": 0.02879031002521515, "eta_seconds": 34287.01337177912, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.138359375, "fast_rcnn/fg_cls_accuracy": 0.8296621441872838, "iteration": 11699, "loss_box_reg": 0.32575549464672804, "loss_cls": 0.168600978795439, "loss_rpn_cls": 0.024581595818744972, "loss_rpn_loc": 0.05305397906340659, "lr": 0.02, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8417704699095339, "total_loss": 0.584041612513829}
{"data_time": 0.02717441855929792, "eta_seconds": 34272.50972794951, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.17484562125748504, "fast_rcnn/fg_cls_accuracy": 0.7923054245283019, "iteration": 11719, "loss_box_reg": 0.33918157033622265, "loss_cls": 0.18121380871161819, "loss_rpn_cls": 0.029490290791727602, "loss_rpn_loc": 0.052719962841365486, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.8458238115999848, "total_loss": 0.5850522969849408}
{"data_time": 0.030378780560567975, "eta_seconds": 34254.376799065154, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.1391762030516432, "fast_rcnn/fg_cls_accuracy": 0.80078125, "iteration": 11739, "loss_box_reg": 0.3257621116936207, "loss_cls": 0.17384481942281127, "loss_rpn_cls": 0.026853316754568368, "loss_rpn_loc": 0.05574469023849815, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.840228536631912, "total_loss": 0.586184220330324}
{"data_time": 0.028870227048173547, "eta_seconds": 34242.76621777192, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.15368218591370558, "fast_rcnn/fg_cls_accuracy": 0.8463178140862944, "iteration": 11759, "loss_box_reg": 0.34236916434019804, "loss_cls": 0.17639213521033525, "loss_rpn_cls": 0.02816760161658749, "loss_rpn_loc": 0.06135289347730577, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8411003975197673, "total_loss": 0.623133500048425}
{"data_time": 0.02627535886131227, "eta_seconds": 34226.63693484361, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.16120218579234974, "fast_rcnn/fg_cls_accuracy": 0.8268097643097643, "iteration": 11779, "loss_box_reg": 0.34451458416879177, "loss_cls": 0.17504671635106206, "loss_rpn_cls": 0.027479625248815864, "loss_rpn_loc": 0.057109823217615485, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8439851966686547, "total_loss": 0.5987096146127442}
{"data_time": 0.022779663559049368, "eta_seconds": 34210.76884573954, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.13307291666666665, "fast_rcnn/fg_cls_accuracy": 0.83984375, "iteration": 11799, "loss_box_reg": 0.3319014282897115, "loss_cls": 0.17040580417960882, "loss_rpn_cls": 0.026455902552697808, "loss_rpn_loc": 0.05917715828400105, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8395639625377953, "total_loss": 0.5836067319032736}
{"data_time": 0.02694710879586637, "eta_seconds": 34198.68628024962, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.14305254016500218, "fast_rcnn/fg_cls_accuracy": 0.8227883538633818, "iteration": 11819, "loss_box_reg": 0.3312008371576667, "loss_cls": 0.17740892339497805, "loss_rpn_cls": 0.02318496146472171, "loss_rpn_loc": 0.050000598188489676, "lr": 0.02, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8457214774098247, "total_loss": 0.5824745705467649}
{"data_time": 0.025028125615790486, "eta_seconds": 34193.03879469284, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.14306407634628493, "fast_rcnn/fg_cls_accuracy": 0.8441852022968781, "iteration": 11839, "loss_box_reg": 0.3353942818939686, "loss_cls": 0.16734327003359795, "loss_rpn_cls": 0.02406278534908779, "loss_rpn_loc": 0.05773229571059346, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.8435941794887185, "total_loss": 0.6001789331203327}
{"data_time": 0.026242367923259735, "eta_seconds": 34182.169267001096, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.1594057881773399, "fast_rcnn/fg_cls_accuracy": 0.8229201858108108, "iteration": 11859, "loss_box_reg": 0.3296228852123022, "loss_cls": 0.1622334406711161, "loss_rpn_cls": 0.022795704047894105, "loss_rpn_loc": 0.05304820369929075, "lr": 0.02, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8394697993062437, "total_loss": 0.5718354089185596}
{"data_time": 0.03152889059856534, "eta_seconds": 34166.59568680776, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.16438419117647057, "fast_rcnn/fg_cls_accuracy": 0.80859375, "iteration": 11879, "loss_box_reg": 0.3399219214916229, "loss_cls": 0.17406845092773438, "loss_rpn_cls": 0.025833116378635168, "loss_rpn_loc": 0.054712741752155125, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.8401600315701216, "total_loss": 0.5956418201385532}
{"data_time": 0.025597563246265054, "eta_seconds": 34153.90543297492, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.13592694256756757, "fast_rcnn/fg_cls_accuracy": 0.8397159754672897, "iteration": 11899, "loss_box_reg": 0.33087446354329586, "loss_cls": 0.16662635188549757, "loss_rpn_cls": 0.019621182058472186, "loss_rpn_loc": 0.05435462680179626, "lr": 0.02, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8401289300527424, "total_loss": 0.5736533124290872}
{"data_time": 0.03174664918333292, "eta_seconds": 34144.657307199435, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.17561780857740586, "fast_rcnn/fg_cls_accuracy": 0.8087364440639269, "iteration": 11919, "loss_box_reg": 0.3439862076193094, "loss_cls": 0.16681320732459426, "loss_rpn_cls": 0.026116105407709256, "loss_rpn_loc": 0.05976296914741397, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8435987262055278, "total_loss": 0.6052090456942096}
{"data_time": 0.025020487839356065, "eta_seconds": 34127.07931710943, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.13273278061224492, "fast_rcnn/fg_cls_accuracy": 0.8406206837016574, "iteration": 11939, "loss_box_reg": 0.32311300840228796, "loss_cls": 0.16000490123406053, "loss_rpn_cls": 0.02196329421713017, "loss_rpn_loc": 0.050834353314712644, "lr": 0.02, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8352612450253218, "total_loss": 0.5561877708532847}
{"data_time": 0.026734374929219484, "eta_seconds": 34106.642899194965, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.13671875, "fast_rcnn/fg_cls_accuracy": 0.8431313886811269, "iteration": 11959, "loss_box_reg": 0.353450546041131, "loss_cls": 0.17959931772202253, "loss_rpn_cls": 0.023964736668858677, "loss_rpn_loc": 0.056533220573328435, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8320416135247797, "total_loss": 0.6032095138798468}
{"data_time": 0.024608984356746078, "eta_seconds": 34090.99588686414, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1755801305293691, "fast_rcnn/fg_cls_accuracy": 0.8192508710801394, "iteration": 11979, "loss_box_reg": 0.3404975663870573, "loss_cls": 0.16950270300731063, "loss_rpn_cls": 0.024600756863947026, "loss_rpn_loc": 0.05125184537610039, "lr": 0.02, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8386989426799119, "total_loss": 0.5866494656656869}
{"data_time": 0.03436503210105002, "eta_seconds": 34077.113822600804, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.14760375494071146, "fast_rcnn/fg_cls_accuracy": 0.8136085304054055, "iteration": 11999, "loss_box_reg": 0.32359542325139046, "loss_cls": 0.16399630531668663, "loss_rpn_cls": 0.02759781468193978, "loss_rpn_loc": 0.0551066828193143, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8452413654886186, "total_loss": 0.5535549302003346}
{"data_time": 0.02481942460872233, "eta_seconds": 34058.89066802664, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.171875, "fast_rcnn/fg_cls_accuracy": 0.8018002717391304, "iteration": 12019, "loss_box_reg": 0.3557646134868264, "loss_cls": 0.18661214085295796, "loss_rpn_cls": 0.029161521699279547, "loss_rpn_loc": 0.060417858650907874, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8419391270726919, "total_loss": 0.6348326095030643}
{"data_time": 0.023420301731675863, "eta_seconds": 34043.68988705543, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.16416315049226443, "fast_rcnn/fg_cls_accuracy": 0.7685316190944882, "iteration": 12039, "loss_box_reg": 0.3349163020029664, "loss_cls": 0.17966791987419128, "loss_rpn_cls": 0.029705884226132184, "loss_rpn_loc": 0.05525130033493042, "lr": 0.02, "roi_head/num_bg_samples": 384.75, "roi_head/num_fg_samples": 127.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8422188281547278, "total_loss": 0.6165523007512093}
{"data_time": 0.0331864464096725, "eta_seconds": 34028.75161440438, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.13251937718636395, "fast_rcnn/fg_cls_accuracy": 0.8530481852870707, "iteration": 12059, "loss_box_reg": 0.3274271199479699, "loss_cls": 0.16410841420292854, "loss_rpn_cls": 0.023376164434012026, "loss_rpn_loc": 0.05445252300705761, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8388590870890766, "total_loss": 0.5577080924995244}
{"data_time": 0.025880047818645835, "eta_seconds": 34010.62233036244, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.17516493055555554, "fast_rcnn/fg_cls_accuracy": 0.8164843749999999, "iteration": 12079, "loss_box_reg": 0.34440444875508547, "loss_cls": 0.1766709047369659, "loss_rpn_cls": 0.02257715933956206, "loss_rpn_loc": 0.055035939207300544, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8369259312748909, "total_loss": 0.6062066622398561}
{"data_time": 0.027889723191037774, "eta_seconds": 33990.0378772784, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.15187883579954065, "fast_rcnn/fg_cls_accuracy": 0.8262720352564102, "iteration": 12099, "loss_box_reg": 0.32076424825936556, "loss_cls": 0.1672700885683298, "loss_rpn_cls": 0.025827658362686634, "loss_rpn_loc": 0.05589721095748246, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8392497377935797, "total_loss": 0.5641475623124279}
{"data_time": 0.02646131650544703, "eta_seconds": 33976.37827362609, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.14358974358974358, "fast_rcnn/fg_cls_accuracy": 0.791292735042735, "iteration": 12119, "loss_box_reg": 0.347105260938406, "loss_cls": 0.18222282640635967, "loss_rpn_cls": 0.026657817710656673, "loss_rpn_loc": 0.05563764204271138, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.843265701783821, "total_loss": 0.5953031393873971}
{"data_time": 0.027866042451933026, "eta_seconds": 33961.43626292562, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1313822588582677, "fast_rcnn/fg_cls_accuracy": 0.8429276315789473, "iteration": 12139, "loss_box_reg": 0.324263047426939, "loss_cls": 0.16276956326328218, "loss_rpn_cls": 0.02408452663803473, "loss_rpn_loc": 0.057090330054052174, "lr": 0.02, "roi_head/num_bg_samples": 384.75, "roi_head/num_fg_samples": 127.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8464788030833006, "total_loss": 0.5742038679891266}
{"data_time": 0.026336014503613114, "eta_seconds": 33944.60742505593, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.1665981359649123, "fast_rcnn/fg_cls_accuracy": 0.7924641148325359, "iteration": 12159, "loss_box_reg": 0.33655836060643196, "loss_cls": 0.17581576853990555, "loss_rpn_cls": 0.027999562706099823, "loss_rpn_loc": 0.0560980491572991, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8431690784636885, "total_loss": 0.5963427069364116}
{"data_time": 0.02856430597603321, "eta_seconds": 33924.78868012573, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.14341269841269844, "fast_rcnn/fg_cls_accuracy": 0.8327132936507937, "iteration": 12179, "loss_box_reg": 0.32761865109205246, "loss_cls": 0.17279927991330624, "loss_rpn_cls": 0.02524623810313642, "loss_rpn_loc": 0.057751177286263555, "lr": 0.02, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8354851158801466, "total_loss": 0.5861196096520871}
{"data_time": 0.029141081497073174, "eta_seconds": 33903.66407999862, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.15498505363108844, "fast_rcnn/fg_cls_accuracy": 0.8333709969008265, "iteration": 12199, "loss_box_reg": 0.33987451530992985, "loss_cls": 0.17236622236669064, "loss_rpn_cls": 0.028808743227273226, "loss_rpn_loc": 0.05563121009618044, "lr": 0.02, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8391441665589809, "total_loss": 0.6098972008912824}
{"data_time": 0.028499883599579334, "eta_seconds": 33880.61940524122, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.11256695271554454, "fast_rcnn/fg_cls_accuracy": 0.8749395940721649, "iteration": 12219, "loss_box_reg": 0.31574405636638403, "loss_cls": 0.1724834037013352, "loss_rpn_cls": 0.025987573200836778, "loss_rpn_loc": 0.05738973832922056, "lr": 0.02, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.8397552790120244, "total_loss": 0.5921634864644147}
{"data_time": 0.024588129948824644, "eta_seconds": 33866.05936589884, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.13850174216027875, "fast_rcnn/fg_cls_accuracy": 0.8302857142857143, "iteration": 12239, "loss_box_reg": 0.31984025426208973, "loss_cls": 0.16355370916426182, "loss_rpn_cls": 0.028108195459935814, "loss_rpn_loc": 0.05696601886302233, "lr": 0.02, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8428420824930072, "total_loss": 0.5624889553291723}
{"data_time": 0.0328062369953841, "eta_seconds": 33850.85120381578, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.14450777659950514, "fast_rcnn/fg_cls_accuracy": 0.8370067956900338, "iteration": 12259, "loss_box_reg": 0.3251134054735303, "loss_cls": 0.16262130462564528, "loss_rpn_cls": 0.02381391922244802, "loss_rpn_loc": 0.054993572644889355, "lr": 0.02, "roi_head/num_bg_samples": 421.25, "roi_head/num_fg_samples": 90.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.841983130434528, "total_loss": 0.5595055997182499}
{"data_time": 0.029793946538120508, "eta_seconds": 33832.41285004886, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.14409817981246553, "fast_rcnn/fg_cls_accuracy": 0.8353885135135135, "iteration": 12279, "loss_box_reg": 0.34261566307395697, "loss_cls": 0.17051555961370468, "loss_rpn_cls": 0.027889205812243745, "loss_rpn_loc": 0.0578530099010095, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.839463931042701, "total_loss": 0.6073124595568515}
{"data_time": 0.02428336557932198, "eta_seconds": 33819.00739578507, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.13783482142857142, "fast_rcnn/fg_cls_accuracy": 0.8453322334736603, "iteration": 12299, "loss_box_reg": 0.3405792284756899, "loss_cls": 0.17406147113069892, "loss_rpn_cls": 0.028529655188322067, "loss_rpn_loc": 0.05814769584685564, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8412052791099995, "total_loss": 0.5974591323465575}
{"data_time": 0.028808140894398093, "eta_seconds": 33800.37902190606, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.1460984393757503, "fast_rcnn/fg_cls_accuracy": 0.8456797072896144, "iteration": 12319, "loss_box_reg": 0.33698026090860367, "loss_cls": 0.17932341620326042, "loss_rpn_cls": 0.029519102827180177, "loss_rpn_loc": 0.05961775197647512, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8396431524306536, "total_loss": 0.6241651180898771}
{"data_time": 0.03325525321997702, "eta_seconds": 33791.27133669541, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.14454177897574122, "fast_rcnn/fg_cls_accuracy": 0.8484259259259259, "iteration": 12339, "loss_box_reg": 0.3416184838861227, "loss_cls": 0.17697314731776714, "loss_rpn_cls": 0.029610217054141685, "loss_rpn_loc": 0.058310793596319854, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.8509399939794093, "total_loss": 0.6108666122891009}
{"data_time": 0.026052493369206786, "eta_seconds": 33782.15288184513, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.15445417365771813, "fast_rcnn/fg_cls_accuracy": 0.8339888000683966, "iteration": 12359, "loss_box_reg": 0.31968201138079166, "loss_cls": 0.16966412356123328, "loss_rpn_cls": 0.028670906845945865, "loss_rpn_loc": 0.05967875267378986, "lr": 0.02, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8436869555152953, "total_loss": 0.5801299643935636}
{"data_time": 0.029989121481776237, "eta_seconds": 33762.37543946109, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.12692668972289825, "fast_rcnn/fg_cls_accuracy": 0.8540109150717703, "iteration": 12379, "loss_box_reg": 0.33766231406480074, "loss_cls": 0.17851399863138795, "loss_rpn_cls": 0.024483876186423004, "loss_rpn_loc": 0.05280598008539528, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8408690409269184, "total_loss": 0.5921511831693351}
{"data_time": 0.029442916624248028, "eta_seconds": 33746.94005385437, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.1483945741758242, "fast_rcnn/fg_cls_accuracy": 0.7796365489130435, "iteration": 12399, "loss_box_reg": 0.3309638937935233, "loss_cls": 0.18170843622647226, "loss_rpn_cls": 0.027992094110231847, "loss_rpn_loc": 0.06058489962015301, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8362283480819315, "total_loss": 0.6118816995294765}
{"data_time": 0.032103318721055984, "eta_seconds": 33733.67810995411, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.14851593875502006, "fast_rcnn/fg_cls_accuracy": 0.7878859186746988, "iteration": 12419, "loss_box_reg": 0.33616432920098305, "loss_cls": 0.16710908012464643, "loss_rpn_cls": 0.02748313610209152, "loss_rpn_loc": 0.06109836953692138, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8443084880709648, "total_loss": 0.5894994455738924}
{"data_time": 0.03030606429092586, "eta_seconds": 33717.78721296252, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.15855823863636365, "fast_rcnn/fg_cls_accuracy": 0.806640625, "iteration": 12439, "loss_box_reg": 0.3331303410232067, "loss_cls": 0.18196259858086705, "loss_rpn_cls": 0.02953101709135808, "loss_rpn_loc": 0.05556781037012115, "lr": 0.02, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.8384528695605695, "total_loss": 0.6093251091660932}
{"data_time": 0.025254440493881702, "eta_seconds": 33703.27729001362, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.130859375, "fast_rcnn/fg_cls_accuracy": 0.8507401315789473, "iteration": 12459, "loss_box_reg": 0.3372809635475278, "loss_cls": 0.1817778362892568, "loss_rpn_cls": 0.029120669118128717, "loss_rpn_loc": 0.05990112212020904, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8402098179794848, "total_loss": 0.6238079676986672}
{"data_time": 0.02605947363190353, "eta_seconds": 33692.154836677946, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.16043526785714285, "fast_rcnn/fg_cls_accuracy": 0.8376116071428572, "iteration": 12479, "loss_box_reg": 0.3331010080873966, "loss_cls": 0.17096013529226184, "loss_rpn_cls": 0.028698186273686588, "loss_rpn_loc": 0.056236798758618534, "lr": 0.02, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.84042410668917, "total_loss": 0.6000603678403422}
{"data_time": 0.028717935550957918, "eta_seconds": 33677.15593583067, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.13303537466717383, "fast_rcnn/fg_cls_accuracy": 0.8440557065217391, "iteration": 12499, "loss_box_reg": 0.33449010364711285, "loss_cls": 0.1698600212112069, "loss_rpn_cls": 0.025639712664997205, "loss_rpn_loc": 0.05745922832284123, "lr": 0.02, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8415454775094986, "total_loss": 0.5986492150113918}
{"data_time": 0.02305262116715312, "eta_seconds": 33658.48036094103, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.1657659574468085, "fast_rcnn/fg_cls_accuracy": 0.8047827743902439, "iteration": 12519, "loss_box_reg": 0.3256793776527047, "loss_cls": 0.16842140397056937, "loss_rpn_cls": 0.030548779235687107, "loss_rpn_loc": 0.05807561078108847, "lr": 0.02, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.83855275134556, "total_loss": 0.5866805341211148}
{"data_time": 0.02590308734215796, "eta_seconds": 33632.79797912412, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.14546912968598863, "fast_rcnn/fg_cls_accuracy": 0.83203125, "iteration": 12539, "loss_box_reg": 0.338847273029387, "loss_cls": 0.16947255283594131, "loss_rpn_cls": 0.025758351694094017, "loss_rpn_loc": 0.05907978198956698, "lr": 0.02, "roi_head/num_bg_samples": 386.25, "roi_head/num_fg_samples": 125.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8376541337929666, "total_loss": 0.5893871365115047}
{"data_time": 0.025896535720676184, "eta_seconds": 33614.37308637239, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.12267573696145125, "fast_rcnn/fg_cls_accuracy": 0.8623025675574518, "iteration": 12559, "loss_box_reg": 0.3253269726410508, "loss_cls": 0.17319602612406015, "loss_rpn_cls": 0.028813962650019675, "loss_rpn_loc": 0.05925994401331991, "lr": 0.02, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8377626512665302, "total_loss": 0.5848584985069465}
{"data_time": 0.027851474937051535, "eta_seconds": 33598.09804683435, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.1406574844074844, "fast_rcnn/fg_cls_accuracy": 0.841995841995842, "iteration": 12579, "loss_box_reg": 0.3283649031072855, "loss_cls": 0.15965602966025472, "loss_rpn_cls": 0.024834350973833352, "loss_rpn_loc": 0.05393062368966639, "lr": 0.02, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8443407425656915, "total_loss": 0.5702241398976184}
{"data_time": 0.018980964086949825, "eta_seconds": 33580.709058845416, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.14141512495942876, "fast_rcnn/fg_cls_accuracy": 0.842687774122807, "iteration": 12599, "loss_box_reg": 0.3459652401506901, "loss_cls": 0.17360383924096823, "loss_rpn_cls": 0.02498520351946354, "loss_rpn_loc": 0.055519204353913665, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8449326283298433, "total_loss": 0.6113076736219227}
{"data_time": 0.017604814609512687, "eta_seconds": 33558.496411872795, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.15501004927385892, "fast_rcnn/fg_cls_accuracy": 0.8044295400943396, "iteration": 12619, "loss_box_reg": 0.3514131475239992, "loss_cls": 0.17385072214528918, "loss_rpn_cls": 0.02932513484847732, "loss_rpn_loc": 0.05695964826736599, "lr": 0.02, "roi_head/num_bg_samples": 385.25, "roi_head/num_fg_samples": 126.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8401857248973101, "total_loss": 0.621921117126476}
{"data_time": 0.027266952907666564, "eta_seconds": 33532.48198482301, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.14063358359274858, "fast_rcnn/fg_cls_accuracy": 0.8271764353619283, "iteration": 12639, "loss_box_reg": 0.3362426711246371, "loss_cls": 0.17378090880811214, "loss_rpn_cls": 0.028121134673710912, "loss_rpn_loc": 0.059138988493941724, "lr": 0.02, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8378200910519809, "total_loss": 0.598275828640908}
{"data_time": 0.018845945596694946, "eta_seconds": 33514.83372715837, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.150390625, "fast_rcnn/fg_cls_accuracy": 0.7967058982683983, "iteration": 12659, "loss_box_reg": 0.3372721131891012, "loss_cls": 0.1747920229099691, "loss_rpn_cls": 0.02197995613096282, "loss_rpn_loc": 0.052996310230810195, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.8465604791417718, "total_loss": 0.5796943950699642}
{"data_time": 0.02747032348997891, "eta_seconds": 33485.95648485003, "fast_rcnn/cls_accuracy": 0.92236328125, "fast_rcnn/false_negative": 0.2051661036036036, "fast_rcnn/fg_cls_accuracy": 0.7419476425438596, "iteration": 12679, "loss_box_reg": 0.33584631886333227, "loss_cls": 0.1751467005815357, "loss_rpn_cls": 0.02511833986500278, "loss_rpn_loc": 0.05336511507630348, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8370299979578704, "total_loss": 0.5719889928004704}
{"data_time": 0.02859708317555487, "eta_seconds": 33469.138244984206, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.17188980787455843, "fast_rcnn/fg_cls_accuracy": 0.8013991769547325, "iteration": 12699, "loss_box_reg": 0.34151777159422636, "loss_cls": 0.17192258778959513, "loss_rpn_cls": 0.024042983684921637, "loss_rpn_loc": 0.056637597270309925, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8476182639133185, "total_loss": 0.6010319934575818}
{"data_time": 0.028624474303796887, "eta_seconds": 33446.840697954176, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.14174107142857142, "fast_rcnn/fg_cls_accuracy": 0.8363787918410042, "iteration": 12719, "loss_box_reg": 0.324412627145648, "loss_cls": 0.1653359094634652, "loss_rpn_cls": 0.025471357599599287, "loss_rpn_loc": 0.05540813028346747, "lr": 0.02, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.837331335991621, "total_loss": 0.5810722704045475}
{"data_time": 0.031249247025698423, "eta_seconds": 33426.3809852784, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1469887030516432, "fast_rcnn/fg_cls_accuracy": 0.8284089344713657, "iteration": 12739, "loss_box_reg": 0.3345621069893241, "loss_cls": 0.1678820988163352, "loss_rpn_cls": 0.02826598205137998, "loss_rpn_loc": 0.05520800407975912, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.8368298669811338, "total_loss": 0.5961053042265121}
{"data_time": 0.02702617086470127, "eta_seconds": 33411.865453844424, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.15962357954545453, "fast_rcnn/fg_cls_accuracy": 0.8115133698453608, "iteration": 12759, "loss_box_reg": 0.336361451074481, "loss_cls": 0.1719269691966474, "loss_rpn_cls": 0.024775516882073134, "loss_rpn_loc": 0.05399666365701705, "lr": 0.02, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8420106193516403, "total_loss": 0.5847328543022741}
{"data_time": 0.02776157297194004, "eta_seconds": 33390.21042649844, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.13573306074766356, "fast_rcnn/fg_cls_accuracy": 0.849609375, "iteration": 12779, "loss_box_reg": 0.3421196769922972, "loss_cls": 0.17623168509453535, "loss_rpn_cls": 0.027487522340379655, "loss_rpn_loc": 0.05836594011634588, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8402456988114864, "total_loss": 0.6059544655727223}
{"data_time": 0.027465928345918655, "eta_seconds": 33373.398054993944, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.150390625, "fast_rcnn/fg_cls_accuracy": 0.8240848796047768, "iteration": 12799, "loss_box_reg": 0.31917407223954797, "loss_cls": 0.1606461387127638, "loss_rpn_cls": 0.024568246095441282, "loss_rpn_loc": 0.05041687670745887, "lr": 0.02, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 229.25, "rpn/num_pos_anchors": 26.75, "time": 0.8377054394222796, "total_loss": 0.560416188382078}
{"data_time": 0.02516326541081071, "eta_seconds": 33354.52090689051, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.14080245995139612, "fast_rcnn/fg_cls_accuracy": 0.8460936573799644, "iteration": 12819, "loss_box_reg": 0.3256316492334008, "loss_cls": 0.16719121765345335, "loss_rpn_cls": 0.025836741260718554, "loss_rpn_loc": 0.057779346010647714, "lr": 0.02, "roi_head/num_bg_samples": 413.5, "roi_head/num_fg_samples": 98.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8418855324853212, "total_loss": 0.5797704815631732}
{"data_time": 0.025120330974459648, "eta_seconds": 33337.7095760738, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.19609282169567344, "fast_rcnn/fg_cls_accuracy": 0.8039071783043266, "iteration": 12839, "loss_box_reg": 0.333797387778759, "loss_cls": 0.18083927175030112, "loss_rpn_cls": 0.026878062926698476, "loss_rpn_loc": 0.057713333051651716, "lr": 0.02, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8439883969258517, "total_loss": 0.5996399010182358}
{"data_time": 0.023360769962891936, "eta_seconds": 33320.89824525709, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.16517094017094017, "fast_rcnn/fg_cls_accuracy": 0.8165364583333333, "iteration": 12859, "loss_box_reg": 0.34702708199620247, "loss_cls": 0.1788315698504448, "loss_rpn_cls": 0.023975128191523254, "loss_rpn_loc": 0.0570482985349372, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8405714482069016, "total_loss": 0.6112682152306661}
{"data_time": 0.029608277138322592, "eta_seconds": 33304.086914440384, "fast_rcnn/cls_accuracy": 0.92333984375, "fast_rcnn/false_negative": 0.15043103448275863, "fast_rcnn/fg_cls_accuracy": 0.7688394276629571, "iteration": 12879, "loss_box_reg": 0.34568346198648214, "loss_cls": 0.17746915388852358, "loss_rpn_cls": 0.025274177663959563, "loss_rpn_loc": 0.058584247482940555, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8411754562985152, "total_loss": 0.6038331221207045}
{"data_time": 0.0350525479298085, "eta_seconds": 33293.79819920752, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.18146336785577294, "fast_rcnn/fg_cls_accuracy": 0.8056104957805907, "iteration": 12899, "loss_box_reg": 0.3495515678077936, "loss_cls": 0.18660754151642323, "loss_rpn_cls": 0.029072284931316972, "loss_rpn_loc": 0.058985253097489476, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.8429709186311811, "total_loss": 0.6341793427127413}
{"data_time": 0.036230884958058596, "eta_seconds": 33273.37674541399, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.13524756493506493, "fast_rcnn/fg_cls_accuracy": 0.8535408266129032, "iteration": 12919, "loss_box_reg": 0.3333635414019227, "loss_cls": 0.16815725481137633, "loss_rpn_cls": 0.021922761807218194, "loss_rpn_loc": 0.05467131326440722, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8397916371468455, "total_loss": 0.5778511824028101}
{"data_time": 0.01795902196317911, "eta_seconds": 33261.87036152347, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.18549904336734693, "fast_rcnn/fg_cls_accuracy": 0.7952054966272976, "iteration": 12939, "loss_box_reg": 0.3204039316624403, "loss_cls": 0.1734400517307222, "loss_rpn_cls": 0.02410832798341289, "loss_rpn_loc": 0.05266077269334346, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.8360834701452404, "total_loss": 0.5680736752401572}
{"data_time": 0.03136174753308296, "eta_seconds": 33245.054876393406, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.14939148073022313, "fast_rcnn/fg_cls_accuracy": 0.8183413738479263, "iteration": 12959, "loss_box_reg": 0.33662188798189163, "loss_cls": 0.1758877425454557, "loss_rpn_cls": 0.024241872946731746, "loss_rpn_loc": 0.05641281930729747, "lr": 0.02, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8391994994599372, "total_loss": 0.6032422840216896}
{"data_time": 0.021678982535377145, "eta_seconds": 33229.059271923266, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.146875, "fast_rcnn/fg_cls_accuracy": 0.8424357476635513, "iteration": 12979, "loss_box_reg": 0.3455919660627842, "loss_cls": 0.17186409467831254, "loss_rpn_cls": 0.02296637513791211, "loss_rpn_loc": 0.05420744000002742, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.8367518926970661, "total_loss": 0.5968896473350469}
{"data_time": 0.030663614394143224, "eta_seconds": 33206.125535499305, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.169921875, "fast_rcnn/fg_cls_accuracy": 0.8249000726744187, "iteration": 12999, "loss_box_reg": 0.3531834091991186, "loss_cls": 0.17448411881923676, "loss_rpn_cls": 0.03169489657739177, "loss_rpn_loc": 0.056864515237975866, "lr": 0.02, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.837012346368283, "total_loss": 0.6101293128740508}
{"data_time": 0.03758684056811035, "eta_seconds": 33188.46196844452, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.1579224363772455, "fast_rcnn/fg_cls_accuracy": 0.8079113328313253, "iteration": 13019, "loss_box_reg": 0.3264208696782589, "loss_cls": 0.16032103123143315, "loss_rpn_cls": 0.02553585775604006, "loss_rpn_loc": 0.05506951571442187, "lr": 0.02, "roi_head/num_bg_samples": 420.25, "roi_head/num_fg_samples": 91.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8386042290367186, "total_loss": 0.5720879600266926}
{"data_time": 0.025935801211744547, "eta_seconds": 33168.898202554556, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.18599977355072464, "fast_rcnn/fg_cls_accuracy": 0.7877887228260869, "iteration": 13039, "loss_box_reg": 0.33333413396030664, "loss_cls": 0.17780836671590805, "loss_rpn_cls": 0.025704653933644295, "loss_rpn_loc": 0.056027364917099476, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.838262953562662, "total_loss": 0.6005324742291123}
{"data_time": 0.028233696473762393, "eta_seconds": 33150.40788935311, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.1323375178770062, "fast_rcnn/fg_cls_accuracy": 0.8341655927835052, "iteration": 13059, "loss_box_reg": 0.3198944656178355, "loss_cls": 0.1715310700237751, "loss_rpn_cls": 0.02478209004038945, "loss_rpn_loc": 0.054527785861864686, "lr": 0.02, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8387242497410625, "total_loss": 0.5793376685469411}
{"data_time": 0.028673380380496383, "eta_seconds": 33136.395281098085, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.15079532657657657, "fast_rcnn/fg_cls_accuracy": 0.8418671112169565, "iteration": 13079, "loss_box_reg": 0.35235574562102556, "loss_cls": 0.17388984840363264, "loss_rpn_cls": 0.028059647302143276, "loss_rpn_loc": 0.05367859359830618, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8402251040097326, "total_loss": 0.6077740013715811}
{"data_time": 0.028826408553868532, "eta_seconds": 33123.044647464296, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.18210250201775624, "fast_rcnn/fg_cls_accuracy": 0.7704756697648989, "iteration": 13099, "loss_box_reg": 0.34089536499232054, "loss_cls": 0.1751794689334929, "loss_rpn_cls": 0.025383471220266074, "loss_rpn_loc": 0.055508303572423756, "lr": 0.02, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8448408099357039, "total_loss": 0.6061276575492229}
{"data_time": 0.028333227150142193, "eta_seconds": 33103.46884174808, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.13654614825581396, "fast_rcnn/fg_cls_accuracy": 0.8506573932926829, "iteration": 13119, "loss_box_reg": 0.33424945641309023, "loss_cls": 0.18591042095795274, "loss_rpn_cls": 0.02844168385490775, "loss_rpn_loc": 0.06029271031729877, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8357824955601245, "total_loss": 0.6178757300949655}
{"data_time": 0.024905282771214843, "eta_seconds": 33083.16738756187, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.1693311980891374, "fast_rcnn/fg_cls_accuracy": 0.7970421966484958, "iteration": 13139, "loss_box_reg": 0.3336061453446746, "loss_cls": 0.17387248575687408, "loss_rpn_cls": 0.02738857117947191, "loss_rpn_loc": 0.06123737420421094, "lr": 0.02, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8406649378594011, "total_loss": 0.5945961926481687}
{"data_time": 0.019813257735222578, "eta_seconds": 33064.733478598995, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1318607764390897, "fast_rcnn/fg_cls_accuracy": 0.8217479292168675, "iteration": 13159, "loss_box_reg": 0.3348067859187722, "loss_cls": 0.16160996025428176, "loss_rpn_cls": 0.023392534931190312, "loss_rpn_loc": 0.058180916123092175, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.837769495556131, "total_loss": 0.5864717762451619}
{"data_time": 0.03218718525022268, "eta_seconds": 33049.54713666625, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.1671102731876825, "fast_rcnn/fg_cls_accuracy": 0.783097854526426, "iteration": 13179, "loss_box_reg": 0.34026695881038904, "loss_cls": 0.17653273092582822, "loss_rpn_cls": 0.025260775117203593, "loss_rpn_loc": 0.05747475824318826, "lr": 0.02, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8405283992178738, "total_loss": 0.6014176633325405}
{"data_time": 0.02375494153238833, "eta_seconds": 33036.22124754428, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8471857892335766, "iteration": 13199, "loss_box_reg": 0.33828927390277386, "loss_cls": 0.1662825015373528, "loss_rpn_cls": 0.023062890802975744, "loss_rpn_loc": 0.05783569172490388, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.8414300398435444, "total_loss": 0.5872772374132182}
{"data_time": 0.03017374943010509, "eta_seconds": 33021.18470823392, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.126953125, "fast_rcnn/fg_cls_accuracy": 0.869140625, "iteration": 13219, "loss_box_reg": 0.334290599450469, "loss_cls": 0.167620322201401, "loss_rpn_cls": 0.022560383658856153, "loss_rpn_loc": 0.05503313348162919, "lr": 0.02, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8423886902164668, "total_loss": 0.5869081949349493}
{"data_time": 0.021355860168114305, "eta_seconds": 33005.351536866976, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1473725033934458, "fast_rcnn/fg_cls_accuracy": 0.8323206018518519, "iteration": 13239, "loss_box_reg": 0.3352292440831661, "loss_cls": 0.17078839056193829, "loss_rpn_cls": 0.02551890630275011, "loss_rpn_loc": 0.05517950013745576, "lr": 0.02, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.843574438476935, "total_loss": 0.5943477405235171}
{"data_time": 0.023296769708395004, "eta_seconds": 32985.78555189143, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.12368559873395463, "fast_rcnn/fg_cls_accuracy": 0.8544309974624243, "iteration": 13259, "loss_box_reg": 0.3296805042773485, "loss_cls": 0.17343738256022334, "loss_rpn_cls": 0.022233830066397786, "loss_rpn_loc": 0.05488178343512118, "lr": 0.02, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8396510542370379, "total_loss": 0.5845749661093578}
{"data_time": 0.03191692614927888, "eta_seconds": 32967.16647835565, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.13041676772576605, "fast_rcnn/fg_cls_accuracy": 0.8367721688034189, "iteration": 13279, "loss_box_reg": 0.32664698641747236, "loss_cls": 0.1665349341928959, "loss_rpn_cls": 0.02504630622570403, "loss_rpn_loc": 0.052847212413325906, "lr": 0.02, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.8371952031739056, "total_loss": 0.5732945212803315}
{"data_time": 0.03365680365823209, "eta_seconds": 32947.46582257189, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.1600903217299578, "fast_rcnn/fg_cls_accuracy": 0.8153409090909092, "iteration": 13299, "loss_box_reg": 0.31342175509780645, "loss_cls": 0.1660186944063753, "loss_rpn_cls": 0.02251625942881219, "loss_rpn_loc": 0.04775993665680289, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.839317383710295, "total_loss": 0.5606652190326713}
{"data_time": 0.02811039495281875, "eta_seconds": 32928.95845141867, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.12329197303921569, "fast_rcnn/fg_cls_accuracy": 0.8535364145658263, "iteration": 13319, "loss_box_reg": 0.32933583948761225, "loss_cls": 0.1709670079872012, "loss_rpn_cls": 0.024044356308877468, "loss_rpn_loc": 0.05748630780726671, "lr": 0.02, "roi_head/num_bg_samples": 385.75, "roi_head/num_fg_samples": 126.25, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.8361883121542633, "total_loss": 0.5851274027954787}
{"data_time": 0.023877126397565007, "eta_seconds": 32906.23136244761, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.15383976063829788, "fast_rcnn/fg_cls_accuracy": 0.8277094414893618, "iteration": 13339, "loss_box_reg": 0.3282202519476414, "loss_cls": 0.16560169169679284, "loss_rpn_cls": 0.023333837307291105, "loss_rpn_loc": 0.05529408867005259, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8441041745245457, "total_loss": 0.582629878714215}
{"data_time": 0.030870430637151003, "eta_seconds": 32891.91601044964, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.10853365384615385, "fast_rcnn/fg_cls_accuracy": 0.8659863945578232, "iteration": 13359, "loss_box_reg": 0.3305915407836437, "loss_cls": 0.16266428865492344, "loss_rpn_cls": 0.025143934588413686, "loss_rpn_loc": 0.05722707090899348, "lr": 0.02, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8469031448476017, "total_loss": 0.5736107027551043}
{"data_time": 0.03306604060344398, "eta_seconds": 32876.24122843845, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.1458929905378486, "fast_rcnn/fg_cls_accuracy": 0.8307291666666667, "iteration": 13379, "loss_box_reg": 0.3297907281666994, "loss_cls": 0.17717747390270233, "loss_rpn_cls": 0.024330004467628896, "loss_rpn_loc": 0.05491535854525864, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8434253106825054, "total_loss": 0.5820734747103415}
{"data_time": 0.028565539279952645, "eta_seconds": 32859.43376378855, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.15094426673228345, "fast_rcnn/fg_cls_accuracy": 0.8194325547266723, "iteration": 13399, "loss_box_reg": 0.32576873153448105, "loss_cls": 0.16640023281797767, "loss_rpn_cls": 0.021708419953938574, "loss_rpn_loc": 0.05595993087626994, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8384800334461033, "total_loss": 0.5724539010552689}
{"data_time": 0.02595776761882007, "eta_seconds": 32837.365992881125, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.169921875, "fast_rcnn/fg_cls_accuracy": 0.8060923793859649, "iteration": 13419, "loss_box_reg": 0.34188950061798096, "loss_cls": 0.17764211632311344, "loss_rpn_cls": 0.027517407666891813, "loss_rpn_loc": 0.06052119086962193, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8401454125996679, "total_loss": 0.6198324082652107}
{"data_time": 0.029942566994577646, "eta_seconds": 32823.76145458082, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.15213068181818182, "fast_rcnn/fg_cls_accuracy": 0.8308491895701198, "iteration": 13439, "loss_box_reg": 0.3322811648249626, "loss_cls": 0.16458657500334084, "loss_rpn_cls": 0.022392490354832262, "loss_rpn_loc": 0.05150799243710935, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.842859048396349, "total_loss": 0.5715989524323959}
{"data_time": 0.03217142843641341, "eta_seconds": 32811.31213393551, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.13481063658340048, "fast_rcnn/fg_cls_accuracy": 0.8045659722222223, "iteration": 13459, "loss_box_reg": 0.3356653330847621, "loss_cls": 0.16616108734160662, "loss_rpn_cls": 0.022182092943694443, "loss_rpn_loc": 0.04867148899938911, "lr": 0.02, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8460712945088744, "total_loss": 0.5679438598890556}
{"data_time": 0.020441070664674044, "eta_seconds": 32794.50349064567, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.13617369186046513, "fast_rcnn/fg_cls_accuracy": 0.8354328905176363, "iteration": 13479, "loss_box_reg": 0.3323278846219182, "loss_cls": 0.16634613508358598, "loss_rpn_cls": 0.022424410475650802, "loss_rpn_loc": 0.05940871883649379, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.8408609970938414, "total_loss": 0.5822708264895482}
{"data_time": 0.027788449777290225, "eta_seconds": 32774.35653610877, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.177734375, "fast_rcnn/fg_cls_accuracy": 0.817318757192175, "iteration": 13499, "loss_box_reg": 0.33987140096724033, "loss_cls": 0.1702262661419809, "loss_rpn_cls": 0.026478844170924276, "loss_rpn_loc": 0.05810212600044906, "lr": 0.02, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8409208254888654, "total_loss": 0.5966156718204729}
{"data_time": 0.03074029926210642, "eta_seconds": 32760.886204065988, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.169796875, "fast_rcnn/fg_cls_accuracy": 0.8183437499999999, "iteration": 13519, "loss_box_reg": 0.32686151191592216, "loss_cls": 0.1738643329590559, "loss_rpn_cls": 0.025991641741711646, "loss_rpn_loc": 0.05525159719400108, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8444743775762618, "total_loss": 0.5796903221053071}
{"data_time": 0.02944797044619918, "eta_seconds": 32748.623777140165, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.15388257575757575, "fast_rcnn/fg_cls_accuracy": 0.8044008027522935, "iteration": 13539, "loss_box_reg": 0.33988140244036913, "loss_cls": 0.1680517396889627, "loss_rpn_cls": 0.023269207100383937, "loss_rpn_loc": 0.054860419942997396, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8395103111397475, "total_loss": 0.5849250189494342}
{"data_time": 0.029567656805738807, "eta_seconds": 32738.233036720194, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.1320996806569343, "fast_rcnn/fg_cls_accuracy": 0.849609375, "iteration": 13559, "loss_box_reg": 0.34229219052940607, "loss_cls": 0.1729203280992806, "loss_rpn_cls": 0.024574062030296773, "loss_rpn_loc": 0.058757900493219495, "lr": 0.02, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.844394892686978, "total_loss": 0.6130683357769158}
{"data_time": 0.023235454922541976, "eta_seconds": 32716.106662327657, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.1668853591160221, "fast_rcnn/fg_cls_accuracy": 0.8024032621898317, "iteration": 13579, "loss_box_reg": 0.32508556824177504, "loss_cls": 0.1706477808766067, "loss_rpn_cls": 0.0258523273805622, "loss_rpn_loc": 0.05798931734170765, "lr": 0.02, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8394335315097123, "total_loss": 0.5753562317986507}
{"data_time": 0.025516105582937598, "eta_seconds": 32698.190846090438, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.17565359477124182, "fast_rcnn/fg_cls_accuracy": 0.7710657431036578, "iteration": 13599, "loss_box_reg": 0.33351502008736134, "loss_cls": 0.16475801961496472, "loss_rpn_cls": 0.026786015965626575, "loss_rpn_loc": 0.05476787965744734, "lr": 0.02, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8445270049851388, "total_loss": 0.590886537800543}
{"data_time": 0.028124310076236725, "eta_seconds": 32690.191375609254, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.13263494318181818, "fast_rcnn/fg_cls_accuracy": 0.8523882467622894, "iteration": 13619, "loss_box_reg": 0.335956122726202, "loss_cls": 0.17701685475185513, "loss_rpn_cls": 0.024757720821071416, "loss_rpn_loc": 0.05880445067305118, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.8467341510113329, "total_loss": 0.6124777791264933}
{"data_time": 0.029401784762740135, "eta_seconds": 32677.920475182822, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.1619644723092999, "fast_rcnn/fg_cls_accuracy": 0.8328802403777364, "iteration": 13639, "loss_box_reg": 0.32317833229899406, "loss_cls": 0.16615799209102988, "loss_rpn_cls": 0.023139717581216246, "loss_rpn_loc": 0.04996810760349035, "lr": 0.02, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8389514780137688, "total_loss": 0.5600120607705321}
{"data_time": 0.028323675505816936, "eta_seconds": 32661.102626709966, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1310483870967742, "fast_rcnn/fg_cls_accuracy": 0.8255208333333333, "iteration": 13659, "loss_box_reg": 0.3278698390349746, "loss_cls": 0.1663550455123186, "loss_rpn_cls": 0.02197644385159947, "loss_rpn_loc": 0.05725805298425257, "lr": 0.02, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8467406972777098, "total_loss": 0.5711626413976774}
{"data_time": 0.030752340331673622, "eta_seconds": 32653.84500359092, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.17595880681818182, "fast_rcnn/fg_cls_accuracy": 0.8014880952380952, "iteration": 13679, "loss_box_reg": 0.33457264956086874, "loss_cls": 0.17061281763017178, "loss_rpn_cls": 0.020801184960873798, "loss_rpn_loc": 0.049374490161426365, "lr": 0.02, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8440151964314282, "total_loss": 0.5757036514114588}
{"data_time": 0.02146565285511315, "eta_seconds": 32630.473691384308, "fast_rcnn/cls_accuracy": 0.92578125, "fast_rcnn/false_negative": 0.17618913152610444, "fast_rcnn/fg_cls_accuracy": 0.7912254648760331, "iteration": 13699, "loss_box_reg": 0.3575696451589465, "loss_cls": 0.17383674113079906, "loss_rpn_cls": 0.022784030297771096, "loss_rpn_loc": 0.055618447717279196, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.839958950644359, "total_loss": 0.6125492429127917}
{"data_time": 0.027917941100895405, "eta_seconds": 32620.199456074275, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.12388045480531029, "fast_rcnn/fg_cls_accuracy": 0.8588937952898551, "iteration": 13719, "loss_box_reg": 0.3294513076543808, "loss_cls": 0.16348025621846318, "loss_rpn_cls": 0.023209309176309034, "loss_rpn_loc": 0.0560910131316632, "lr": 0.02, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8408056327607483, "total_loss": 0.5806995495804586}
{"data_time": 0.025506617967039347, "eta_seconds": 32603.894414092414, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.14254333413211917, "fast_rcnn/fg_cls_accuracy": 0.8481108714753575, "iteration": 13739, "loss_box_reg": 0.3353741876780987, "loss_cls": 0.16700053587555885, "loss_rpn_cls": 0.024365288525586948, "loss_rpn_loc": 0.05512664164416492, "lr": 0.02, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8380535263568163, "total_loss": 0.5802493813098408}
{"data_time": 0.02807562192901969, "eta_seconds": 32582.66283932561, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.12341370558375635, "fast_rcnn/fg_cls_accuracy": 0.8621651785714286, "iteration": 13759, "loss_box_reg": 0.3232332766056061, "loss_cls": 0.16458680061623454, "loss_rpn_cls": 0.021123264683410525, "loss_rpn_loc": 0.05590142111759633, "lr": 0.02, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8394447083119303, "total_loss": 0.5578324958914891}
{"data_time": 0.025943568674847484, "eta_seconds": 32564.55123527837, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.13762385670731708, "fast_rcnn/fg_cls_accuracy": 0.8420938940092166, "iteration": 13779, "loss_box_reg": 0.32544902991503477, "loss_cls": 0.16004747105762362, "loss_rpn_cls": 0.021778777125291526, "loss_rpn_loc": 0.056709345313720405, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8385307465214282, "total_loss": 0.5740847859997302}
{"data_time": 0.031778076430782676, "eta_seconds": 32547.731137018884, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.14336050263202582, "fast_rcnn/fg_cls_accuracy": 0.8288607062780269, "iteration": 13799, "loss_box_reg": 0.3252155417576432, "loss_cls": 0.16929355589672923, "loss_rpn_cls": 0.023096540448023006, "loss_rpn_loc": 0.05554870201740414, "lr": 0.02, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8388922736048698, "total_loss": 0.5772976305161137}
{"data_time": 0.034411170752719045, "eta_seconds": 32532.20054433169, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.13868856837606838, "fast_rcnn/fg_cls_accuracy": 0.8285924145299146, "iteration": 13819, "loss_box_reg": 0.3298752326518297, "loss_cls": 0.16695445636287332, "loss_rpn_cls": 0.02254307916155085, "loss_rpn_loc": 0.05476619559340179, "lr": 0.02, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8416503679472953, "total_loss": 0.5730952087906189}
{"data_time": 0.03204093873500824, "eta_seconds": 32511.188841013703, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1441047054597701, "fast_rcnn/fg_cls_accuracy": 0.8213730498028982, "iteration": 13839, "loss_box_reg": 0.33752127550542355, "loss_cls": 0.17620532913133502, "loss_rpn_cls": 0.02422314224531874, "loss_rpn_loc": 0.057307914132252336, "lr": 0.02, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8397650516126305, "total_loss": 0.6038671900460031}
{"data_time": 0.028061887249350548, "eta_seconds": 32498.55901433574, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.12426470588235294, "fast_rcnn/fg_cls_accuracy": 0.8295305198598131, "iteration": 13859, "loss_box_reg": 0.3295111693441868, "loss_cls": 0.17826566379517317, "loss_rpn_cls": 0.029584141331724823, "loss_rpn_loc": 0.056173492572270334, "lr": 0.02, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8487398119177669, "total_loss": 0.604024639877025}
{"data_time": 0.025238760747015476, "eta_seconds": 32479.09910659399, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.16692915770663597, "fast_rcnn/fg_cls_accuracy": 0.8133468834688347, "iteration": 13879, "loss_box_reg": 0.31664565997198224, "loss_cls": 0.16086118947714567, "loss_rpn_cls": 0.02181897812988609, "loss_rpn_loc": 0.05144017073325813, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.8378107964526862, "total_loss": 0.5565321246685926}
{"data_time": 0.026267901994287968, "eta_seconds": 32459.288445035694, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.12035123966942149, "fast_rcnn/fg_cls_accuracy": 0.84375, "iteration": 13899, "loss_box_reg": 0.3296537771821022, "loss_cls": 0.16986086731776595, "loss_rpn_cls": 0.022192593678482808, "loss_rpn_loc": 0.052716488600708544, "lr": 0.02, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8432725975289941, "total_loss": 0.5722212420223514}
{"data_time": 0.025470464257523417, "eta_seconds": 32444.860903088935, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.13648897058823528, "fast_rcnn/fg_cls_accuracy": 0.8424758583690988, "iteration": 13919, "loss_box_reg": 0.3498820187523961, "loss_cls": 0.18213631957769394, "loss_rpn_cls": 0.023907194496132433, "loss_rpn_loc": 0.056415752274915576, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.841472334926948, "total_loss": 0.6116970215807669}
{"data_time": 0.025984001345932484, "eta_seconds": 32428.97014161432, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.14463682432432434, "fast_rcnn/fg_cls_accuracy": 0.7917086693548387, "iteration": 13939, "loss_box_reg": 0.3265151772648096, "loss_cls": 0.16317330999299884, "loss_rpn_cls": 0.02479321201099083, "loss_rpn_loc": 0.05510969925671816, "lr": 0.02, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8393130679614842, "total_loss": 0.5739136233460158}
{"data_time": 0.02657806850038469, "eta_seconds": 32418.188104305882, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.13618181818181818, "fast_rcnn/fg_cls_accuracy": 0.8161599099099099, "iteration": 13959, "loss_box_reg": 0.3190042097121477, "loss_cls": 0.1646008281968534, "loss_rpn_cls": 0.030059882206842303, "loss_rpn_loc": 0.05647836753632873, "lr": 0.02, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8434957966674119, "total_loss": 0.5594939990842249}
{"data_time": 0.02503996854647994, "eta_seconds": 32402.84117581183, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.1595155090730312, "fast_rcnn/fg_cls_accuracy": 0.8012705798138868, "iteration": 13979, "loss_box_reg": 0.32311343494802713, "loss_cls": 0.16849891236051917, "loss_rpn_cls": 0.02468304877402261, "loss_rpn_loc": 0.05938387778587639, "lr": 0.02, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.840197101701051, "total_loss": 0.5781388804898597}
{"data_time": 0.021363128907978535, "eta_seconds": 32379.53015442402, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.15777101769911506, "fast_rcnn/fg_cls_accuracy": 0.7966675884955752, "iteration": 13999, "loss_box_reg": 0.319659068249166, "loss_cls": 0.16492944536730647, "loss_rpn_cls": 0.022954953281441703, "loss_rpn_loc": 0.05444088636431843, "lr": 0.02, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8327288697473705, "total_loss": 0.5643582579505164}
{"data_time": 0.030574641888961196, "eta_seconds": 32367.719997970853, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.14302112029384756, "fast_rcnn/fg_cls_accuracy": 0.8228920990566038, "iteration": 14019, "loss_box_reg": 0.3262894479557872, "loss_cls": 0.16644246689975262, "loss_rpn_cls": 0.022755047597456723, "loss_rpn_loc": 0.05847187479957938, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8459082222543657, "total_loss": 0.5662190765724517}
{"data_time": 0.024397749919444323, "eta_seconds": 32349.127118213335, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.1451917270531401, "fast_rcnn/fg_cls_accuracy": 0.8135670731707316, "iteration": 14039, "loss_box_reg": 0.3237465210258961, "loss_cls": 0.16185604082420468, "loss_rpn_cls": 0.025925953115802258, "loss_rpn_loc": 0.05197450437117368, "lr": 0.02, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8366437922231853, "total_loss": 0.5613761938584503}
{"data_time": 0.029225290287286043, "eta_seconds": 32338.489247293677, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.14724582394081265, "fast_rcnn/fg_cls_accuracy": 0.8360594319967836, "iteration": 14059, "loss_box_reg": 0.32989087142050266, "loss_cls": 0.16309678927063942, "loss_rpn_cls": 0.024417056527454406, "loss_rpn_loc": 0.055620897677727044, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8473482807166874, "total_loss": 0.5719770862488076}
{"data_time": 0.030306323198601604, "eta_seconds": 32318.723834164906, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.14780962411294163, "fast_rcnn/fg_cls_accuracy": 0.8176358484415356, "iteration": 14079, "loss_box_reg": 0.32109193224459887, "loss_cls": 0.16418626648373902, "loss_rpn_cls": 0.025775021611480042, "loss_rpn_loc": 0.05560644099023193, "lr": 0.02, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8393898590002209, "total_loss": 0.5789548434258904}
{"data_time": 0.022628626320511103, "eta_seconds": 32296.709834360052, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.13854555348258707, "fast_rcnn/fg_cls_accuracy": 0.828125, "iteration": 14099, "loss_box_reg": 0.33727538399398327, "loss_cls": 0.1650161063298583, "loss_rpn_cls": 0.02379209733044263, "loss_rpn_loc": 0.05206146172713488, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8404642420355231, "total_loss": 0.5793899621930905}
{"data_time": 0.026538074715062976, "eta_seconds": 32283.60648741247, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.10618846694796061, "fast_rcnn/fg_cls_accuracy": 0.8702202418341709, "iteration": 14119, "loss_box_reg": 0.3275323286652565, "loss_cls": 0.16704836953431368, "loss_rpn_cls": 0.021904962603002787, "loss_rpn_loc": 0.05061939387815073, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8381866626441479, "total_loss": 0.5727766245254315}
{"data_time": 0.031305594835430384, "eta_seconds": 32273.449343381915, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1643605672690763, "fast_rcnn/fg_cls_accuracy": 0.811830222757375, "iteration": 14139, "loss_box_reg": 0.32452768832445145, "loss_cls": 0.161256514955312, "loss_rpn_cls": 0.023784334014635533, "loss_rpn_loc": 0.0513946512946859, "lr": 0.02, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8459251555614173, "total_loss": 0.5585097908042371}
{"data_time": 0.030791281023994088, "eta_seconds": 32257.2216026939, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.15234375, "fast_rcnn/fg_cls_accuracy": 0.7942708333333333, "iteration": 14159, "loss_box_reg": 0.3472168371081352, "loss_cls": 0.17356713209301233, "loss_rpn_cls": 0.02470457582967356, "loss_rpn_loc": 0.05522354121785611, "lr": 0.02, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.8419145378284156, "total_loss": 0.6080976638186257}
{"data_time": 0.026634340174496174, "eta_seconds": 32237.53925354546, "fast_rcnn/cls_accuracy": 0.92724609375, "fast_rcnn/false_negative": 0.16380695093457942, "fast_rcnn/fg_cls_accuracy": 0.818359375, "iteration": 14179, "loss_box_reg": 0.3243022244423628, "loss_cls": 0.166827573440969, "loss_rpn_cls": 0.024849125009495765, "loss_rpn_loc": 0.05582844279706478, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.8373791733756661, "total_loss": 0.5812903383630328}
{"data_time": 0.03219919349066913, "eta_seconds": 32217.645817279816, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.10945035001296344, "fast_rcnn/fg_cls_accuracy": 0.859375, "iteration": 14199, "loss_box_reg": 0.34345577470958233, "loss_cls": 0.16531972726806998, "loss_rpn_cls": 0.022629204438999295, "loss_rpn_loc": 0.052827807841822505, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8366148604545742, "total_loss": 0.596223655185895}
{"data_time": 0.025259297573938966, "eta_seconds": 32199.49297685409, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.1485812948661246, "fast_rcnn/fg_cls_accuracy": 0.8231828820850202, "iteration": 14219, "loss_box_reg": 0.3509118929505348, "loss_cls": 0.17207168554887176, "loss_rpn_cls": 0.0234772470430471, "loss_rpn_loc": 0.05430755007546395, "lr": 0.02, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.839758284157142, "total_loss": 0.6038589504896663}
{"data_time": 0.02358781616203487, "eta_seconds": 32177.664976260392, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.10998703917050692, "fast_rcnn/fg_cls_accuracy": 0.8543526785714286, "iteration": 14239, "loss_box_reg": 0.3295674594119191, "loss_cls": 0.16754105873405933, "loss_rpn_cls": 0.025597382395062596, "loss_rpn_loc": 0.05339514522347599, "lr": 0.02, "roi_head/num_bg_samples": 384.75, "roi_head/num_fg_samples": 127.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.8403136285487562, "total_loss": 0.5880415441351943}
{"data_time": 0.030409768456593156, "eta_seconds": 32173.089155437192, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.13022350308121533, "fast_rcnn/fg_cls_accuracy": 0.8518116640946503, "iteration": 14259, "loss_box_reg": 0.3407911779358983, "loss_cls": 0.1673337947577238, "loss_rpn_cls": 0.02660117344930768, "loss_rpn_loc": 0.05540311709046364, "lr": 0.02, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8457634644582868, "total_loss": 0.5855638052889844}
{"data_time": 0.027976728975772858, "eta_seconds": 32157.826722150436, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.146484375, "fast_rcnn/fg_cls_accuracy": 0.8106453132359868, "iteration": 14279, "loss_box_reg": 0.3221041187644005, "loss_cls": 0.16484844125807285, "loss_rpn_cls": 0.024723901733523235, "loss_rpn_loc": 0.05204617255367339, "lr": 0.02, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8393197185359895, "total_loss": 0.5899710638041142}
{"data_time": 0.029480341356247663, "eta_seconds": 32141.864524529316, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.13450143417874397, "fast_rcnn/fg_cls_accuracy": 0.8170657242247058, "iteration": 14299, "loss_box_reg": 0.3475409634411335, "loss_cls": 0.1763960155658424, "loss_rpn_cls": 0.021909303904976696, "loss_rpn_loc": 0.057230354635976255, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8442220240831375, "total_loss": 0.6134478081366979}
{"data_time": 0.025157954078167677, "eta_seconds": 32130.95978868543, "fast_rcnn/cls_accuracy": 0.919921875, "fast_rcnn/false_negative": 0.18010572687224669, "fast_rcnn/fg_cls_accuracy": 0.7975538937165776, "iteration": 14319, "loss_box_reg": 0.32930051535367966, "loss_cls": 0.16594149637967348, "loss_rpn_cls": 0.0195996368129272, "loss_rpn_loc": 0.05484438524581492, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 199.0, "rpn/num_pos_anchors": 57.0, "time": 0.8407168793492019, "total_loss": 0.5776946473051794}
{"data_time": 0.03001877199858427, "eta_seconds": 32108.209002920426, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.160242671460177, "fast_rcnn/fg_cls_accuracy": 0.8253076603982301, "iteration": 14339, "loss_box_reg": 0.3399156564846635, "loss_cls": 0.16767095448449254, "loss_rpn_cls": 0.020507213979726657, "loss_rpn_loc": 0.057113744667731225, "lr": 0.02, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8322485093958676, "total_loss": 0.5868881714413874}
{"data_time": 0.019250374753028154, "eta_seconds": 32079.56654448784, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.8505958017676767, "iteration": 14359, "loss_box_reg": 0.3413424380123615, "loss_cls": 0.16325655533000827, "loss_rpn_cls": 0.021533299528528005, "loss_rpn_loc": 0.054361472837626934, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8343357655685395, "total_loss": 0.5860233031271491}
{"data_time": 0.02782939816825092, "eta_seconds": 32053.780120715965, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.14103379360465118, "fast_rcnn/fg_cls_accuracy": 0.8318760347682119, "iteration": 14379, "loss_box_reg": 0.35288857482373714, "loss_cls": 0.18194517074152827, "loss_rpn_cls": 0.02562167789437808, "loss_rpn_loc": 0.05436809465754777, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8391230867709965, "total_loss": 0.6207465141778812}
{"data_time": 0.025602422887459397, "eta_seconds": 32035.371529478813, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.1796875, "fast_rcnn/fg_cls_accuracy": 0.7691750715551315, "iteration": 14399, "loss_box_reg": 0.32616355922073126, "loss_cls": 0.17562025366351008, "loss_rpn_cls": 0.026522382075199857, "loss_rpn_loc": 0.058226856985129416, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8355925974901766, "total_loss": 0.5920570298621897}
{"data_time": 0.028848661575466394, "eta_seconds": 32017.442190352827, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1554360079903483, "fast_rcnn/fg_cls_accuracy": 0.8248301919758884, "iteration": 14419, "loss_box_reg": 0.32367829233407974, "loss_cls": 0.16318610543385148, "loss_rpn_cls": 0.02242197882151231, "loss_rpn_loc": 0.05162035673856735, "lr": 0.02, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8398448296356946, "total_loss": 0.5616052664117888}
{"data_time": 0.02568157110363245, "eta_seconds": 31998.75080980989, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.12785675965665236, "fast_rcnn/fg_cls_accuracy": 0.860025745873088, "iteration": 14439, "loss_box_reg": 0.3225235305726528, "loss_cls": 0.16264845477417111, "loss_rpn_cls": 0.02772946191544179, "loss_rpn_loc": 0.05514059530105442, "lr": 0.02, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.833398443646729, "total_loss": 0.5704633932327852}
{"data_time": 0.02517805085517466, "eta_seconds": 31980.749934831634, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.15947872837774663, "fast_rcnn/fg_cls_accuracy": 0.8172536253329388, "iteration": 14459, "loss_box_reg": 0.33457592502236366, "loss_cls": 0.17529197689145803, "loss_rpn_cls": 0.025230372906662524, "loss_rpn_loc": 0.05979709594976157, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8387930046301335, "total_loss": 0.5960932208690792}
{"data_time": 0.03305861260741949, "eta_seconds": 31963.936102421954, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.14658064516129032, "fast_rcnn/fg_cls_accuracy": 0.7896661931818182, "iteration": 14479, "loss_box_reg": 0.33037367928773165, "loss_cls": 0.1769379887264222, "loss_rpn_cls": 0.027660026244120672, "loss_rpn_loc": 0.05800037982407957, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8409034612122923, "total_loss": 0.5875680997560266}
{"data_time": 0.028331677662208676, "eta_seconds": 31947.122270012274, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.12651612903225806, "fast_rcnn/fg_cls_accuracy": 0.8617278635422433, "iteration": 14499, "loss_box_reg": 0.3288277816027403, "loss_cls": 0.16636821255087852, "loss_rpn_cls": 0.023070149909472093, "loss_rpn_loc": 0.05251434864476323, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.841946383472532, "total_loss": 0.5759697533794679}
{"data_time": 0.030580659164115787, "eta_seconds": 31930.77182701719, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.14178631756756757, "fast_rcnn/fg_cls_accuracy": 0.8248697916666667, "iteration": 14519, "loss_box_reg": 0.3368791248649359, "loss_cls": 0.17188227316364646, "loss_rpn_cls": 0.025025338472914882, "loss_rpn_loc": 0.05418830772396177, "lr": 0.02, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8453345799352974, "total_loss": 0.5850824572262354}
{"data_time": 0.02931222622282803, "eta_seconds": 31908.729309994495, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.14453125, "fast_rcnn/fg_cls_accuracy": 0.8189612814465409, "iteration": 14539, "loss_box_reg": 0.33316657692193985, "loss_cls": 0.16219318145886064, "loss_rpn_cls": 0.025419844081625342, "loss_rpn_loc": 0.057317008497193456, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8347267415374517, "total_loss": 0.5822780365415383}
{"data_time": 0.023098300211131573, "eta_seconds": 31890.22445515101, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.14100393270701334, "fast_rcnn/fg_cls_accuracy": 0.8467391304347827, "iteration": 14559, "loss_box_reg": 0.32573270704597235, "loss_cls": 0.16004372481256723, "loss_rpn_cls": 0.023064652021275833, "loss_rpn_loc": 0.05436704074963927, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8411835059523582, "total_loss": 0.5717921444447711}
{"data_time": 0.02857155492529273, "eta_seconds": 31875.106666428735, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.15186908615537847, "fast_rcnn/fg_cls_accuracy": 0.8303971613545817, "iteration": 14579, "loss_box_reg": 0.3271776754409075, "loss_cls": 0.16943485382944345, "loss_rpn_cls": 0.02319133240962401, "loss_rpn_loc": 0.05703998915851116, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8401453525293618, "total_loss": 0.5809396915137768}
{"data_time": 0.024957556510344148, "eta_seconds": 31858.295344645856, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.16568372140522875, "fast_rcnn/fg_cls_accuracy": 0.778363074811256, "iteration": 14599, "loss_box_reg": 0.33380524814128876, "loss_cls": 0.16708684945479035, "loss_rpn_cls": 0.022599519812501967, "loss_rpn_loc": 0.05457269249018282, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8441228880546987, "total_loss": 0.582917002029717}
{"data_time": 0.01993010356090963, "eta_seconds": 31828.504473444773, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.146484375, "fast_rcnn/fg_cls_accuracy": 0.8518856789568345, "iteration": 14619, "loss_box_reg": 0.3291497081518173, "loss_cls": 0.17537399986758828, "loss_rpn_cls": 0.021772131396573968, "loss_rpn_loc": 0.057695826631970704, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8353022162336856, "total_loss": 0.5832735295407474}
{"data_time": 0.02793971449136734, "eta_seconds": 31812.307045650203, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1380118672624716, "fast_rcnn/fg_cls_accuracy": 0.8562625334224598, "iteration": 14639, "loss_box_reg": 0.3169986121356487, "loss_cls": 0.16288901213556528, "loss_rpn_cls": 0.027616854407824576, "loss_rpn_loc": 0.05305648234207183, "lr": 0.02, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8412916860543191, "total_loss": 0.5637889110366814}
{"data_time": 0.023249350488185883, "eta_seconds": 31794.64994155802, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.1532995345744681, "fast_rcnn/fg_cls_accuracy": 0.8387217420212766, "iteration": 14659, "loss_box_reg": 0.3286106721498072, "loss_cls": 0.1691630780696869, "loss_rpn_cls": 0.026085237739607692, "loss_rpn_loc": 0.056496184319257736, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8441249262541533, "total_loss": 0.5772048912476748}
{"data_time": 0.028172445949167013, "eta_seconds": 31771.99405473098, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.13788628681796233, "fast_rcnn/fg_cls_accuracy": 0.8012473298748856, "iteration": 14679, "loss_box_reg": 0.3214019490405917, "loss_cls": 0.1657003373838961, "loss_rpn_cls": 0.022173829143866897, "loss_rpn_loc": 0.05539181339554489, "lr": 0.02, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8339514553081244, "total_loss": 0.5696035313449102}
{"data_time": 0.030484958551824093, "eta_seconds": 31761.041263202205, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.16242301682139904, "fast_rcnn/fg_cls_accuracy": 0.81640625, "iteration": 14699, "loss_box_reg": 0.3277927627786994, "loss_cls": 0.16621189238503575, "loss_rpn_cls": 0.02571363147580996, "loss_rpn_loc": 0.055011776043102145, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8455573786050081, "total_loss": 0.5844710433157161}
{"data_time": 0.029841723619028926, "eta_seconds": 31740.72414392722, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.16251981595329235, "fast_rcnn/fg_cls_accuracy": 0.8137496479864827, "iteration": 14719, "loss_box_reg": 0.3315527802333236, "loss_cls": 0.1715071531943977, "loss_rpn_cls": 0.02403236838290468, "loss_rpn_loc": 0.057397605618461967, "lr": 0.02, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.834136874647811, "total_loss": 0.5804420221829787}
{"data_time": 0.0371497399173677, "eta_seconds": 31723.921664297814, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.15058479532163743, "fast_rcnn/fg_cls_accuracy": 0.7912951778352986, "iteration": 14739, "loss_box_reg": 0.31960306223481894, "loss_cls": 0.16160324588418007, "loss_rpn_cls": 0.02582307596458122, "loss_rpn_loc": 0.055450287531130016, "lr": 0.02, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8400101831648499, "total_loss": 0.5585211511643138}
{"data_time": 0.02943776221945882, "eta_seconds": 31710.681874324335, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.16082346661490682, "fast_rcnn/fg_cls_accuracy": 0.8293104226878613, "iteration": 14759, "loss_box_reg": 0.33450062945485115, "loss_cls": 0.1732980338856578, "loss_rpn_cls": 0.023744070931570604, "loss_rpn_loc": 0.05329488165443763, "lr": 0.02, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.840995522448793, "total_loss": 0.5957376163860317}
{"data_time": 0.0259179575368762, "eta_seconds": 31701.937083503697, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.12640002765486724, "fast_rcnn/fg_cls_accuracy": 0.8564193860619469, "iteration": 14779, "loss_box_reg": 0.3224490680731833, "loss_cls": 0.1654377318918705, "loss_rpn_cls": 0.022696863918099552, "loss_rpn_loc": 0.05651140585541725, "lr": 0.02, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.8478713976219296, "total_loss": 0.5611897158087231}
{"data_time": 0.023421581368893385, "eta_seconds": 31681.215584505815, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.15677668539325842, "fast_rcnn/fg_cls_accuracy": 0.828125, "iteration": 14799, "loss_box_reg": 0.3284877110272646, "loss_cls": 0.1667186445556581, "loss_rpn_cls": 0.022749826486688107, "loss_rpn_loc": 0.05327474669320509, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8371065396349877, "total_loss": 0.5723725569841918}
{"data_time": 0.016829574014991522, "eta_seconds": 31662.11051352066, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.14914484797297298, "fast_rcnn/fg_cls_accuracy": 0.8126329352094241, "iteration": 14819, "loss_box_reg": 0.32038405071944, "loss_cls": 0.15451952768489718, "loss_rpn_cls": 0.021779249713290483, "loss_rpn_loc": 0.05090007954277098, "lr": 0.02, "roi_head/num_bg_samples": 390.0, "roi_head/num_fg_samples": 122.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8434134609997272, "total_loss": 0.5543612951732939}
{"data_time": 0.02729681134223938, "eta_seconds": 31643.464403935475, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.14087708066581306, "fast_rcnn/fg_cls_accuracy": 0.8182759081196581, "iteration": 14839, "loss_box_reg": 0.31633665412664413, "loss_cls": 0.15833576070144773, "loss_rpn_cls": 0.021327821072191, "loss_rpn_loc": 0.050835386326070875, "lr": 0.02, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8376058186404407, "total_loss": 0.5501193694653921}
{"data_time": 0.021880406653508544, "eta_seconds": 31623.106786521384, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.14439196072983235, "fast_rcnn/fg_cls_accuracy": 0.8484656113242206, "iteration": 14859, "loss_box_reg": 0.32397837843745947, "loss_cls": 0.16251646680757403, "loss_rpn_cls": 0.024713905295357108, "loss_rpn_loc": 0.05614665453322232, "lr": 0.02, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8444624464027584, "total_loss": 0.5785811223031487}
{"data_time": 0.026839481899514794, "eta_seconds": 31608.281986532966, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.12521114864864866, "fast_rcnn/fg_cls_accuracy": 0.822265625, "iteration": 14879, "loss_box_reg": 0.337978552095592, "loss_cls": 0.16555591626092792, "loss_rpn_cls": 0.02468897949438542, "loss_rpn_loc": 0.05517687345854938, "lr": 0.02, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8373233694583178, "total_loss": 0.5872698646271601}
{"data_time": 0.027906120056286454, "eta_seconds": 31589.501827262575, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.1394298041044776, "fast_rcnn/fg_cls_accuracy": 0.8325055302808966, "iteration": 14899, "loss_box_reg": 0.33563011046499014, "loss_cls": 0.16674911882728338, "loss_rpn_cls": 0.02441724349046126, "loss_rpn_loc": 0.05407829489558935, "lr": 0.02, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.8400435340590775, "total_loss": 0.5812790706986561}
{"data_time": 0.02786303637549281, "eta_seconds": 31568.77761135972, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.12379509274134659, "fast_rcnn/fg_cls_accuracy": 0.837890625, "iteration": 14919, "loss_box_reg": 0.3397510498762131, "loss_cls": 0.17876419192180037, "loss_rpn_cls": 0.022974659485043958, "loss_rpn_loc": 0.05321970023214817, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8377353511750698, "total_loss": 0.5990683945710771}
{"data_time": 0.027399439364671707, "eta_seconds": 31551.977218814893, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.14760044642857142, "fast_rcnn/fg_cls_accuracy": 0.8289128151260504, "iteration": 14939, "loss_box_reg": 0.33342958241701126, "loss_cls": 0.17917414056137204, "loss_rpn_cls": 0.0275320973014459, "loss_rpn_loc": 0.0604944359511137, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8403153934050351, "total_loss": 0.6035730958683416}
{"data_time": 0.029466668143868446, "eta_seconds": 31536.21387479198, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.15857300015715858, "fast_rcnn/fg_cls_accuracy": 0.8381480553118603, "iteration": 14959, "loss_box_reg": 0.32563805393874645, "loss_cls": 0.16118704481050372, "loss_rpn_cls": 0.0275931189826224, "loss_rpn_loc": 0.05901579279452562, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8449729203712195, "total_loss": 0.5752402772486676}
{"data_time": 0.027286716736853123, "eta_seconds": 31519.412929758662, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.142578125, "fast_rcnn/fg_cls_accuracy": 0.8344938858695652, "iteration": 14979, "loss_box_reg": 0.32788556162267923, "loss_cls": 0.1671614944934845, "loss_rpn_cls": 0.026185693684965372, "loss_rpn_loc": 0.05141823424492031, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.8376847864128649, "total_loss": 0.5795921584940515}
{"data_time": 0.027184804435819387, "eta_seconds": 31509.820831962395, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.19639756944444445, "fast_rcnn/fg_cls_accuracy": 0.7667410714285714, "iteration": 14999, "loss_box_reg": 0.3395161321386695, "loss_cls": 0.16945432405918837, "loss_rpn_cls": 0.026466373121365905, "loss_rpn_loc": 0.05588787514716387, "lr": 0.02, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8404413389507681, "total_loss": 0.5886604728293605}
{"data_time": 0.03751817555166781, "eta_seconds": 31499.274387221085, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.15783514492753623, "fast_rcnn/fg_cls_accuracy": 0.8172447643979057, "iteration": 15019, "loss_box_reg": 0.32572486996650696, "loss_cls": 0.1623520851135254, "loss_rpn_cls": 0.024158728308975697, "loss_rpn_loc": 0.05523119983263314, "lr": 0.02, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8525055462960154, "total_loss": 0.580229082814185}
{"data_time": 0.031128993956372142, "eta_seconds": 31483.11698547844, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.1375639619883041, "fast_rcnn/fg_cls_accuracy": 0.849609375, "iteration": 15039, "loss_box_reg": 0.3258685674518347, "loss_cls": 0.15594195807352662, "loss_rpn_cls": 0.020962947164662182, "loss_rpn_loc": 0.05402212927583605, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 226.25, "rpn/num_pos_anchors": 29.75, "time": 0.8381082313135266, "total_loss": 0.5548406091402285}
{"data_time": 0.03089713864028454, "eta_seconds": 31459.406463014428, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.14339533211297073, "fast_rcnn/fg_cls_accuracy": 0.8304597701149425, "iteration": 15059, "loss_box_reg": 0.3165705092251301, "loss_cls": 0.16190426517277956, "loss_rpn_cls": 0.025817339774221182, "loss_rpn_loc": 0.053344129235483706, "lr": 0.02, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8380872176494449, "total_loss": 0.5514367237628903}
{"data_time": 0.02947051846422255, "eta_seconds": 31450.558118138695, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.1353236607142857, "fast_rcnn/fg_cls_accuracy": 0.8367999188311688, "iteration": 15079, "loss_box_reg": 0.33886921405792236, "loss_cls": 0.17060537869110703, "loss_rpn_cls": 0.023918752616737038, "loss_rpn_loc": 0.05971332232002169, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.846710623241961, "total_loss": 0.589491639228072}
{"data_time": 0.022498776903375983, "eta_seconds": 31431.307420950383, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.1782379448109263, "fast_rcnn/fg_cls_accuracy": 0.7911873840445269, "iteration": 15099, "loss_box_reg": 0.3358151987195015, "loss_cls": 0.17022230103611946, "loss_rpn_cls": 0.022229182592127472, "loss_rpn_loc": 0.055431481916457415, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8361794294323772, "total_loss": 0.5865125304553658}
{"data_time": 0.025123301427811384, "eta_seconds": 31404.67455133912, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.1358004385964912, "fast_rcnn/fg_cls_accuracy": 0.8370668316831683, "iteration": 15119, "loss_box_reg": 0.3408527923747897, "loss_cls": 0.1727578667923808, "loss_rpn_cls": 0.02421996690100059, "loss_rpn_loc": 0.0566134526161477, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8337057486642152, "total_loss": 0.5977803880232386}
{"data_time": 0.02999249892309308, "eta_seconds": 31383.97329336661, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.16563231850117097, "fast_rcnn/fg_cls_accuracy": 0.8250558035714286, "iteration": 15139, "loss_box_reg": 0.3355325162410736, "loss_cls": 0.16721871169283986, "loss_rpn_cls": 0.024357228743610904, "loss_rpn_loc": 0.053741709096357226, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.8392457289155573, "total_loss": 0.5876605375960935}
{"data_time": 0.025546464370563626, "eta_seconds": 31354.386106135324, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.1403125, "fast_rcnn/fg_cls_accuracy": 0.8301093749999999, "iteration": 15159, "loss_box_reg": 0.3303620796650648, "loss_cls": 0.17037321347743273, "loss_rpn_cls": 0.025095202174270526, "loss_rpn_loc": 0.05448193068150431, "lr": 0.02, "roi_head/num_bg_samples": 390.0, "roi_head/num_fg_samples": 122.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8355711924377829, "total_loss": 0.5797912231064402}
{"data_time": 0.02680194191634655, "eta_seconds": 31340.90720496676, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.174625318877551, "fast_rcnn/fg_cls_accuracy": 0.8065407235786848, "iteration": 15179, "loss_box_reg": 0.32497443072497845, "loss_cls": 0.16083919210359454, "loss_rpn_cls": 0.025760456454008818, "loss_rpn_loc": 0.05418331339024007, "lr": 0.02, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8416234233882278, "total_loss": 0.5821832002548035}
{"data_time": 0.027670664945617318, "eta_seconds": 31331.76520505757, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.1528775558537933, "fast_rcnn/fg_cls_accuracy": 0.826171875, "iteration": 15199, "loss_box_reg": 0.31572129391133785, "loss_cls": 0.16394030349329114, "loss_rpn_cls": 0.027119679289171472, "loss_rpn_loc": 0.05445023614447564, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8427952025085688, "total_loss": 0.5680571755510755}
{"data_time": 0.03343252255581319, "eta_seconds": 31316.758520665113, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.11945469535175879, "fast_rcnn/fg_cls_accuracy": 0.8592867231638418, "iteration": 15219, "loss_box_reg": 0.3160997787490487, "loss_cls": 0.16052070586010814, "loss_rpn_cls": 0.024047935847193003, "loss_rpn_loc": 0.050148780923336744, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.8482574345543981, "total_loss": 0.5713509576162323}
{"data_time": 0.028756021987646818, "eta_seconds": 31302.442408753792, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.15454868514570008, "fast_rcnn/fg_cls_accuracy": 0.8257640369580668, "iteration": 15239, "loss_box_reg": 0.31751871574670076, "loss_cls": 0.16001149266958237, "loss_rpn_cls": 0.02754563669441268, "loss_rpn_loc": 0.05858421651646495, "lr": 0.02, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8528238621074706, "total_loss": 0.5681476945756003}
{"data_time": 0.01726797129958868, "eta_seconds": 31284.199699292192, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.15619742701632855, "fast_rcnn/fg_cls_accuracy": 0.83125, "iteration": 15259, "loss_box_reg": 0.3195212469436228, "loss_cls": 0.16047132946550846, "loss_rpn_cls": 0.02167326002381742, "loss_rpn_loc": 0.04751614131964743, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.840767489746213, "total_loss": 0.5463303054275457}
{"data_time": 0.02446706942282617, "eta_seconds": 31280.037793513387, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.13873961343930635, "fast_rcnn/fg_cls_accuracy": 0.8396295533118117, "iteration": 15279, "loss_box_reg": 0.3338849525898695, "loss_cls": 0.17194096185266972, "loss_rpn_cls": 0.023723040911136195, "loss_rpn_loc": 0.05326685728505254, "lr": 0.02, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8451013115700334, "total_loss": 0.5960513418831397}
{"data_time": 0.03118106396868825, "eta_seconds": 31252.037252034293, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.1470853473775341, "fast_rcnn/fg_cls_accuracy": 0.8298403193612774, "iteration": 15299, "loss_box_reg": 0.338244354352355, "loss_cls": 0.17202639067545533, "loss_rpn_cls": 0.026329195534344763, "loss_rpn_loc": 0.05984831438399851, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8358107551466674, "total_loss": 0.6005459407024318}
{"data_time": 0.02560058538801968, "eta_seconds": 31234.354219850153, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.15164357311320753, "fast_rcnn/fg_cls_accuracy": 0.8311099646226415, "iteration": 15319, "loss_box_reg": 0.32487025391310453, "loss_cls": 0.1673652664758265, "loss_rpn_cls": 0.02300735574681312, "loss_rpn_loc": 0.054909567697905004, "lr": 0.02, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.8372192780952901, "total_loss": 0.5745937639730982}
{"data_time": 0.023733964655548334, "eta_seconds": 31226.94920757017, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.1457950367647059, "fast_rcnn/fg_cls_accuracy": 0.8129532568565401, "iteration": 15339, "loss_box_reg": 0.32782372646033764, "loss_cls": 0.16927844751626253, "loss_rpn_cls": 0.024967441451735795, "loss_rpn_loc": 0.055300100706517696, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8417459207121283, "total_loss": 0.5753160928725265}
{"data_time": 0.0215796350967139, "eta_seconds": 31212.806847985834, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.17478632478632478, "fast_rcnn/fg_cls_accuracy": 0.8114638447971781, "iteration": 15359, "loss_box_reg": 0.31582279317080975, "loss_cls": 0.17017460241913795, "loss_rpn_cls": 0.025315347564173862, "loss_rpn_loc": 0.052306559635326266, "lr": 0.02, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8378291530534625, "total_loss": 0.5763402149314061}
{"data_time": 0.028061249060556293, "eta_seconds": 31198.363413200248, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.15357773274058578, "fast_rcnn/fg_cls_accuracy": 0.830078125, "iteration": 15379, "loss_box_reg": 0.33294872660189867, "loss_cls": 0.17719396576285362, "loss_rpn_cls": 0.024455818231217563, "loss_rpn_loc": 0.05340066156350076, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8378931770566851, "total_loss": 0.5975294653326273}
{"data_time": 0.02906401758082211, "eta_seconds": 31186.637831534492, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.18104878486234416, "fast_rcnn/fg_cls_accuracy": 0.80859375, "iteration": 15399, "loss_box_reg": 0.32824315363541245, "loss_cls": 0.1715924832969904, "loss_rpn_cls": 0.027975223201792687, "loss_rpn_loc": 0.05935923638753593, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8401414006948471, "total_loss": 0.5808886664744932}
{"data_time": 0.027634977595880628, "eta_seconds": 31169.82608099864, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.1439732142857143, "fast_rcnn/fg_cls_accuracy": 0.841796875, "iteration": 15419, "loss_box_reg": 0.3287399997934699, "loss_cls": 0.16033672401681542, "loss_rpn_cls": 0.02215622185030952, "loss_rpn_loc": 0.05054693896090612, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.840142844710499, "total_loss": 0.5612268595432397}
{"data_time": 0.038252409314736724, "eta_seconds": 31159.7625298379, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.16515151515151516, "fast_rcnn/fg_cls_accuracy": 0.8328970331588132, "iteration": 15439, "loss_box_reg": 0.3225976317189634, "loss_cls": 0.1631079986691475, "loss_rpn_cls": 0.021758932722150348, "loss_rpn_loc": 0.052969836979173124, "lr": 0.02, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.8423965349793434, "total_loss": 0.5605298022856005}
{"data_time": 0.026089611928910017, "eta_seconds": 31142.947137630545, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.13844795101271784, "fast_rcnn/fg_cls_accuracy": 0.847383014896373, "iteration": 15459, "loss_box_reg": 0.32690311782062054, "loss_cls": 0.16344326734542847, "loss_rpn_cls": 0.023309582698857412, "loss_rpn_loc": 0.054038907401263714, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8380460534244776, "total_loss": 0.5724639097170439}
{"data_time": 0.03126958245411515, "eta_seconds": 31127.98005985818, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.1457257601835915, "fast_rcnn/fg_cls_accuracy": 0.8215178309805746, "iteration": 15479, "loss_box_reg": 0.33180877659469843, "loss_cls": 0.1622231537476182, "loss_rpn_cls": 0.022906545171281323, "loss_rpn_loc": 0.05173512001056224, "lr": 0.02, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8451956249773502, "total_loss": 0.5718399790348485}
{"data_time": 0.02953322045505047, "eta_seconds": 31109.753330169013, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.15104166666666669, "fast_rcnn/fg_cls_accuracy": 0.8328197226502312, "iteration": 15499, "loss_box_reg": 0.33406537771224976, "loss_cls": 0.17151834350079298, "loss_rpn_cls": 0.02115616324590519, "loss_rpn_loc": 0.05333838670048863, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.84064622502774, "total_loss": 0.5850672197993845}
{"data_time": 0.02561227767728269, "eta_seconds": 31088.4207417313, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1602868746219649, "fast_rcnn/fg_cls_accuracy": 0.818359375, "iteration": 15519, "loss_box_reg": 0.33112884033471346, "loss_cls": 0.1701562930829823, "loss_rpn_cls": 0.02324983960716054, "loss_rpn_loc": 0.0564311882480979, "lr": 0.02, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8367902771569788, "total_loss": 0.5789819062338211}
{"data_time": 0.030942094512283802, "eta_seconds": 31076.122073359555, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.1552854938271605, "fast_rcnn/fg_cls_accuracy": 0.8230848505668156, "iteration": 15539, "loss_box_reg": 0.3306051343679428, "loss_cls": 0.16960369981825352, "loss_rpn_cls": 0.026077681104652584, "loss_rpn_loc": 0.05349515576381236, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8419583607465029, "total_loss": 0.5924014502088539}
{"data_time": 0.016950523480772972, "eta_seconds": 31060.71449694014, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.11134264473980626, "fast_rcnn/fg_cls_accuracy": 0.8760595746525897, "iteration": 15559, "loss_box_reg": 0.3432743977755308, "loss_cls": 0.17221756372600794, "loss_rpn_cls": 0.025131387694273144, "loss_rpn_loc": 0.06361006037332118, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8418168716598302, "total_loss": 0.600831403513439}
{"data_time": 0.028139299480244517, "eta_seconds": 31043.898106210632, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.181640625, "fast_rcnn/fg_cls_accuracy": 0.7986918604651163, "iteration": 15579, "loss_box_reg": 0.3294353950768709, "loss_cls": 0.173238895367831, "loss_rpn_cls": 0.027293247578199953, "loss_rpn_loc": 0.05324325221590698, "lr": 0.02, "roi_head/num_bg_samples": 419.25, "roi_head/num_fg_samples": 92.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8401342288125306, "total_loss": 0.5961194150149822}
{"data_time": 0.02285424806177616, "eta_seconds": 31034.064391519874, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.864349571246123, "iteration": 15599, "loss_box_reg": 0.3093429896980524, "loss_cls": 0.16142547689378262, "loss_rpn_cls": 0.024317094852449372, "loss_rpn_loc": 0.05411292135249823, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8442699930164963, "total_loss": 0.5503363264142536}
{"data_time": 0.029746000887826085, "eta_seconds": 31021.750859738328, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.12815994166261546, "fast_rcnn/fg_cls_accuracy": 0.8466628189800882, "iteration": 15619, "loss_box_reg": 0.3227561041712761, "loss_cls": 0.16213698545470834, "loss_rpn_cls": 0.02682167466264218, "loss_rpn_loc": 0.05851924140006304, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8431240317877382, "total_loss": 0.5681454724399373}
{"data_time": 0.019211994716897607, "eta_seconds": 31002.253210145747, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.18893973214285714, "fast_rcnn/fg_cls_accuracy": 0.794921875, "iteration": 15639, "loss_box_reg": 0.3284523729234934, "loss_cls": 0.16393780056387186, "loss_rpn_cls": 0.02346655188011937, "loss_rpn_loc": 0.0553448525024578, "lr": 0.02, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8358319085091352, "total_loss": 0.5691405725083314}
{"data_time": 0.027382620610296726, "eta_seconds": 30974.28151204367, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8505517503805176, "iteration": 15659, "loss_box_reg": 0.3166710399091244, "loss_cls": 0.16282866755500436, "loss_rpn_cls": 0.023201063071610406, "loss_rpn_loc": 0.053054930875077844, "lr": 0.02, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.8372949629556388, "total_loss": 0.5730381408939138}
{"data_time": 0.028087504440918565, "eta_seconds": 30958.93846869329, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.1424278846153846, "fast_rcnn/fg_cls_accuracy": 0.8488581730769231, "iteration": 15679, "loss_box_reg": 0.3293450502678752, "loss_cls": 0.16744911530986428, "loss_rpn_cls": 0.021051581192296, "loss_rpn_loc": 0.052845586207695305, "lr": 0.02, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8403480849228799, "total_loss": 0.5713728191331029}
{"data_time": 0.026908785104751587, "eta_seconds": 30937.10207177885, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.13134536384976525, "fast_rcnn/fg_cls_accuracy": 0.8570733921161826, "iteration": 15699, "loss_box_reg": 0.3331638313829899, "loss_cls": 0.16750583378598094, "loss_rpn_cls": 0.023835860280087218, "loss_rpn_loc": 0.05443538841791451, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8395391358062625, "total_loss": 0.5856116964423563}
{"data_time": 0.026080143870785832, "eta_seconds": 30920.288886228576, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.13826025459688826, "fast_rcnn/fg_cls_accuracy": 0.8434291731258592, "iteration": 15719, "loss_box_reg": 0.3341605821624398, "loss_cls": 0.16148597188293934, "loss_rpn_cls": 0.02429590659448877, "loss_rpn_loc": 0.0630346811376512, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.8398240397218615, "total_loss": 0.5918107133475132}
{"data_time": 0.03114107041619718, "eta_seconds": 30904.07034326787, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.134765625, "fast_rcnn/fg_cls_accuracy": 0.8506517163212435, "iteration": 15739, "loss_box_reg": 0.3188402643427253, "loss_cls": 0.17000571079552174, "loss_rpn_cls": 0.028734860359691083, "loss_rpn_loc": 0.05094279733020812, "lr": 0.02, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8408414118457586, "total_loss": 0.5671365426969714}
{"data_time": 0.025747488485649228, "eta_seconds": 30883.33219827502, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.11710574127906977, "fast_rcnn/fg_cls_accuracy": 0.8596391908212561, "iteration": 15759, "loss_box_reg": 0.3237125528976321, "loss_cls": 0.1650041991379112, "loss_rpn_cls": 0.02544853265862912, "loss_rpn_loc": 0.055769645725376904, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8349194300826639, "total_loss": 0.5696787304477766}
{"data_time": 0.021930459421128035, "eta_seconds": 30862.86203527241, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.1642312885802469, "fast_rcnn/fg_cls_accuracy": 0.8019654281496063, "iteration": 15779, "loss_box_reg": 0.3231522608548403, "loss_cls": 0.16289810044690967, "loss_rpn_cls": 0.022160811873618513, "loss_rpn_loc": 0.05886027682572603, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8372911061160266, "total_loss": 0.5727120273513719}
{"data_time": 0.024801016319543123, "eta_seconds": 30847.846531841205, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.13654119318181818, "fast_rcnn/fg_cls_accuracy": 0.8515712682379348, "iteration": 15799, "loss_box_reg": 0.3244208665564656, "loss_cls": 0.16658434830605984, "loss_rpn_cls": 0.022492620220873505, "loss_rpn_loc": 0.05659428611397743, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8376468678470701, "total_loss": 0.5734551373170689}
{"data_time": 0.033548583975061774, "eta_seconds": 30829.243275396293, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.14753029605767756, "fast_rcnn/fg_cls_accuracy": 0.8375303558230387, "iteration": 15819, "loss_box_reg": 0.32449623104184866, "loss_cls": 0.17306993016973138, "loss_rpn_cls": 0.023255662934388965, "loss_rpn_loc": 0.05754242115654051, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.8408561975229532, "total_loss": 0.5819733872194774}
{"data_time": 0.0322803882881999, "eta_seconds": 30815.53386055096, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.16354671569446766, "fast_rcnn/fg_cls_accuracy": 0.8257227252917534, "iteration": 15839, "loss_box_reg": 0.331734212115407, "loss_cls": 0.17617230722680688, "loss_rpn_cls": 0.02751036241534166, "loss_rpn_loc": 0.054969518387224525, "lr": 0.02, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.842393608065322, "total_loss": 0.59243401241838}
{"data_time": 0.028745744610205293, "eta_seconds": 30797.41545933881, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.14453125, "fast_rcnn/fg_cls_accuracy": 0.8234394242610837, "iteration": 15859, "loss_box_reg": 0.31617613416165113, "loss_cls": 0.15562518499791622, "loss_rpn_cls": 0.023919260420370847, "loss_rpn_loc": 0.05339968565385789, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8426565958652645, "total_loss": 0.5579486250062473}
{"data_time": 0.02319357846863568, "eta_seconds": 30777.50202186196, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.1330282029425935, "fast_rcnn/fg_cls_accuracy": 0.8461615688374272, "iteration": 15879, "loss_box_reg": 0.33781282929703593, "loss_cls": 0.16728462860919535, "loss_rpn_cls": 0.026053852372569963, "loss_rpn_loc": 0.05500516213942319, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.8367637428455055, "total_loss": 0.5855810236243997}
{"data_time": 0.024195630103349686, "eta_seconds": 30759.940753256902, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.14482801673013296, "fast_rcnn/fg_cls_accuracy": 0.8342505904183535, "iteration": 15899, "loss_box_reg": 0.3277328908443451, "loss_cls": 0.1656331541016698, "loss_rpn_cls": 0.024583354883361608, "loss_rpn_loc": 0.055384278879500926, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.8378797313198447, "total_loss": 0.5794474940630607}
{"data_time": 0.02686287765391171, "eta_seconds": 30745.60732953367, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.158203125, "fast_rcnn/fg_cls_accuracy": 0.8185052515560166, "iteration": 15919, "loss_box_reg": 0.3253327002748847, "loss_cls": 0.16323148552328348, "loss_rpn_cls": 0.02524391160113737, "loss_rpn_loc": 0.057754137087613344, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8413868497591466, "total_loss": 0.577548406610731}
{"data_time": 0.0331417799461633, "eta_seconds": 30728.79772491404, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1306655412318396, "fast_rcnn/fg_cls_accuracy": 0.84401591842723, "iteration": 15939, "loss_box_reg": 0.31128351483494043, "loss_cls": 0.1657496578991413, "loss_rpn_cls": 0.023378424579277635, "loss_rpn_loc": 0.050109871255699545, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8411612419877201, "total_loss": 0.5488566012936644}
{"data_time": 0.02943632612004876, "eta_seconds": 30700.373506909935, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.15220115506156695, "fast_rcnn/fg_cls_accuracy": 0.8058343881546024, "iteration": 15959, "loss_box_reg": 0.3152607623487711, "loss_cls": 0.16073860367760062, "loss_rpn_cls": 0.025883525318931788, "loss_rpn_loc": 0.0526292152935639, "lr": 0.02, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8369742827489972, "total_loss": 0.5609401462133974}
{"data_time": 0.02524313353933394, "eta_seconds": 30683.570259321248, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.15998364825581396, "fast_rcnn/fg_cls_accuracy": 0.8380632267441861, "iteration": 15979, "loss_box_reg": 0.32219230756163597, "loss_cls": 0.17134279804304242, "loss_rpn_cls": 0.0261544807581231, "loss_rpn_loc": 0.05895195947960019, "lr": 0.02, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8387011394370347, "total_loss": 0.5867621987126768}
{"data_time": 0.02530753775499761, "eta_seconds": 30666.76701173256, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.20146122685185186, "fast_rcnn/fg_cls_accuracy": 0.7855985267034991, "iteration": 15999, "loss_box_reg": 0.32456745114177465, "loss_cls": 0.1730124312452972, "loss_rpn_cls": 0.025231353123672307, "loss_rpn_loc": 0.05221351725049317, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8401228424627334, "total_loss": 0.5741433330695145}
{"data_time": 0.023600328946486115, "eta_seconds": 30635.346688686637, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.14188587816455694, "fast_rcnn/fg_cls_accuracy": 0.84144653867713, "iteration": 16019, "loss_box_reg": 0.3296837294474244, "loss_cls": 0.16987045062705874, "loss_rpn_cls": 0.02528906159568578, "loss_rpn_loc": 0.05900863301940262, "lr": 0.02, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8437243192456663, "total_loss": 0.5918033014750108}
{"data_time": 0.0227692280896008, "eta_seconds": 30610.896326616872, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.1294538416224859, "fast_rcnn/fg_cls_accuracy": 0.8475949411434978, "iteration": 16039, "loss_box_reg": 0.31838060170412064, "loss_cls": 0.15703201526775956, "loss_rpn_cls": 0.02422354492591694, "loss_rpn_loc": 0.057622859720140696, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8355981465429068, "total_loss": 0.5758278299472295}
{"data_time": 0.02309772651642561, "eta_seconds": 30601.756220564945, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.1409469436813187, "fast_rcnn/fg_cls_accuracy": 0.8578589656788709, "iteration": 16059, "loss_box_reg": 0.3220544708892703, "loss_cls": 0.16456098901107907, "loss_rpn_cls": 0.028205450100358576, "loss_rpn_loc": 0.057481396244838834, "lr": 0.02, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8427130675408989, "total_loss": 0.5825712124933489}
{"data_time": 0.028314175317063928, "eta_seconds": 30576.902115341276, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.15616059328414394, "fast_rcnn/fg_cls_accuracy": 0.81640625, "iteration": 16079, "loss_box_reg": 0.3356499522924423, "loss_cls": 0.16475748922675848, "loss_rpn_cls": 0.025378785387147218, "loss_rpn_loc": 0.049965968588367105, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8395003939513117, "total_loss": 0.5869756733009126}
{"data_time": 0.02343762805685401, "eta_seconds": 30560.52322166646, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.12343328573695066, "fast_rcnn/fg_cls_accuracy": 0.85546875, "iteration": 16099, "loss_box_reg": 0.3344455175101757, "loss_cls": 0.16878272173926234, "loss_rpn_cls": 0.022401287977118045, "loss_rpn_loc": 0.05538722313940525, "lr": 0.02, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.8382179304026067, "total_loss": 0.5823985444440041}
{"data_time": 0.0283674537204206, "eta_seconds": 30556.502599390224, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.138671875, "fast_rcnn/fg_cls_accuracy": 0.8459592725409837, "iteration": 16119, "loss_box_reg": 0.32629118394106627, "loss_cls": 0.16234253766015172, "loss_rpn_cls": 0.029305982898222283, "loss_rpn_loc": 0.06011784402653575, "lr": 0.02, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8416432675439864, "total_loss": 0.5809773345245048}
{"data_time": 0.029602919472381473, "eta_seconds": 30544.807449224405, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.15983272622699385, "fast_rcnn/fg_cls_accuracy": 0.8100111607142857, "iteration": 16139, "loss_box_reg": 0.3329666946083307, "loss_cls": 0.1663218606263399, "loss_rpn_cls": 0.026534204371273518, "loss_rpn_loc": 0.05500304698944092, "lr": 0.02, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.845665377099067, "total_loss": 0.5819053190061823}
{"data_time": 0.019289849093183875, "eta_seconds": 30538.71211797255, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.14068667763157894, "fast_rcnn/fg_cls_accuracy": 0.8461174242424243, "iteration": 16159, "loss_box_reg": 0.3212335193529725, "loss_cls": 0.16412715427577496, "loss_rpn_cls": 0.027934424811974168, "loss_rpn_loc": 0.057481232564896345, "lr": 0.02, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8425964498892426, "total_loss": 0.5759582415339537}
{"data_time": 0.025967775145545602, "eta_seconds": 30530.29337180662, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8507287097953216, "iteration": 16179, "loss_box_reg": 0.3423243099823594, "loss_cls": 0.16817439068108797, "loss_rpn_cls": 0.02675606036791578, "loss_rpn_loc": 0.05400200525764376, "lr": 0.02, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8504378611687571, "total_loss": 0.5916847251646686}
{"data_time": 0.03280455735512078, "eta_seconds": 30513.48199911765, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1235885372112917, "fast_rcnn/fg_cls_accuracy": 0.841015625, "iteration": 16199, "loss_box_reg": 0.31540252082049847, "loss_cls": 0.1532365228049457, "loss_rpn_cls": 0.021899500396102667, "loss_rpn_loc": 0.05272337142378092, "lr": 0.02, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.843659074511379, "total_loss": 0.5548943637695629}
{"data_time": 0.026145099895074964, "eta_seconds": 30491.018231665017, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.15832622074480032, "fast_rcnn/fg_cls_accuracy": 0.8307291666666667, "iteration": 16219, "loss_box_reg": 0.31564862467348576, "loss_cls": 0.15694479877129197, "loss_rpn_cls": 0.023637207748834044, "loss_rpn_loc": 0.05105924035888165, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8379407674074173, "total_loss": 0.5477111067739315}
{"data_time": 0.03206942440010607, "eta_seconds": 30469.62432915112, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.126953125, "fast_rcnn/fg_cls_accuracy": 0.8591452205882353, "iteration": 16239, "loss_box_reg": 0.3283953992649913, "loss_cls": 0.16775902872905135, "loss_rpn_cls": 0.022955668857321143, "loss_rpn_loc": 0.05153506970964372, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8440684522502124, "total_loss": 0.5721243845182471}
{"data_time": 0.028566941153258085, "eta_seconds": 30451.548249954125, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.10997732426303855, "fast_rcnn/fg_cls_accuracy": 0.8571713425455125, "iteration": 16259, "loss_box_reg": 0.32242373563349247, "loss_cls": 0.1620944938622415, "loss_rpn_cls": 0.024748925294261426, "loss_rpn_loc": 0.05400741589255631, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8383829751983285, "total_loss": 0.5730224386206828}
{"data_time": 0.020112703554332256, "eta_seconds": 30428.23644865933, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.11682668172690763, "fast_rcnn/fg_cls_accuracy": 0.8556099397590362, "iteration": 16279, "loss_box_reg": 0.3300858689472079, "loss_cls": 0.1690784078091383, "loss_rpn_cls": 0.025927010516170412, "loss_rpn_loc": 0.055963801802136004, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.8426454875152558, "total_loss": 0.581795520891319}
{"data_time": 0.020107564982026815, "eta_seconds": 30410.400551947765, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.13824728260869565, "fast_rcnn/fg_cls_accuracy": 0.830078125, "iteration": 16299, "loss_box_reg": 0.32885088585317135, "loss_cls": 0.17012579971924424, "loss_rpn_cls": 0.023882580804638565, "loss_rpn_loc": 0.052231044857762754, "lr": 0.02, "roi_head/num_bg_samples": 385.0, "roi_head/num_fg_samples": 127.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8346454985439777, "total_loss": 0.5814715439337306}
{"data_time": 0.023363546701148152, "eta_seconds": 30388.794799553696, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.1667658319536424, "fast_rcnn/fg_cls_accuracy": 0.7790247904823302, "iteration": 16319, "loss_box_reg": 0.33169300481677055, "loss_cls": 0.16789871943183243, "loss_rpn_cls": 0.023319388477830216, "loss_rpn_loc": 0.05890589562477544, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8353427345864475, "total_loss": 0.5882905830512755}
{"data_time": 0.039954208536073565, "eta_seconds": 30367.299079577904, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.1762641812987157, "fast_rcnn/fg_cls_accuracy": 0.8106571246289977, "iteration": 16339, "loss_box_reg": 0.3371827444061637, "loss_cls": 0.17067710356786847, "loss_rpn_cls": 0.023443462036084384, "loss_rpn_loc": 0.05626843613572419, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.840003275545314, "total_loss": 0.5821223027887754}
{"data_time": 0.02853370038792491, "eta_seconds": 30359.997965469025, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.12888611469072164, "fast_rcnn/fg_cls_accuracy": 0.857421875, "iteration": 16359, "loss_box_reg": 0.33870905730873346, "loss_cls": 0.16608551796525717, "loss_rpn_cls": 0.023139681143220514, "loss_rpn_loc": 0.05173449730500579, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.842462805332616, "total_loss": 0.5774735545855947}
{"data_time": 0.024604762438684702, "eta_seconds": 30343.197103309445, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.1498518318965517, "fast_rcnn/fg_cls_accuracy": 0.8247575431034483, "iteration": 16379, "loss_box_reg": 0.33184375427663326, "loss_cls": 0.1660212678834796, "loss_rpn_cls": 0.025354308731039055, "loss_rpn_loc": 0.052978596300818026, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8369113819207996, "total_loss": 0.5925933350808918}
{"data_time": 0.027377260150387883, "eta_seconds": 30326.396241149865, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.12890625, "fast_rcnn/fg_cls_accuracy": 0.8455128205128205, "iteration": 16399, "loss_box_reg": 0.3162075402215123, "loss_cls": 0.15836465964093804, "loss_rpn_cls": 0.01934615761274472, "loss_rpn_loc": 0.05260870308848098, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8399132150225341, "total_loss": 0.5540727549232543}
{"data_time": 0.027076631085947156, "eta_seconds": 30301.45886251959, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.1587071572580645, "fast_rcnn/fg_cls_accuracy": 0.81125, "iteration": 16419, "loss_box_reg": 0.32041324954479933, "loss_cls": 0.16819701250642538, "loss_rpn_cls": 0.020170913747278973, "loss_rpn_loc": 0.0511588822118938, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8370308934245259, "total_loss": 0.5677876628178637}
{"data_time": 0.024040053831413388, "eta_seconds": 30275.798170627793, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.154296875, "fast_rcnn/fg_cls_accuracy": 0.83984375, "iteration": 16439, "loss_box_reg": 0.3270340757444501, "loss_cls": 0.1766731604002416, "loss_rpn_cls": 0.02604019030695781, "loss_rpn_loc": 0.05546125100227073, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8346290644258261, "total_loss": 0.5843035114812665}
{"data_time": 0.029926400166004896, "eta_seconds": 30259.00673491019, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1303391959798995, "fast_rcnn/fg_cls_accuracy": 0.8393519320741639, "iteration": 16459, "loss_box_reg": 0.32334828190505505, "loss_cls": 0.16146355401724577, "loss_rpn_cls": 0.023807169913197868, "loss_rpn_loc": 0.0565650358912535, "lr": 0.02, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.837932507507503, "total_loss": 0.5769926815264625}
{"data_time": 0.028841461054980755, "eta_seconds": 30240.930954158306, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.17301943198804184, "fast_rcnn/fg_cls_accuracy": 0.8202238112552014, "iteration": 16479, "loss_box_reg": 0.33846061304211617, "loss_cls": 0.17271997639909387, "loss_rpn_cls": 0.023460847092792392, "loss_rpn_loc": 0.05465194280259311, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.837103477679193, "total_loss": 0.5918768313713372}
{"data_time": 0.030592343537136912, "eta_seconds": 30225.423863474978, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.154296875, "fast_rcnn/fg_cls_accuracy": 0.8356902689873418, "iteration": 16499, "loss_box_reg": 0.34386349469423294, "loss_cls": 0.16718106251209974, "loss_rpn_cls": 0.024494181910995394, "loss_rpn_loc": 0.052404093905352056, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.843435583403334, "total_loss": 0.5932633620686829}
{"data_time": 0.030168074648827314, "eta_seconds": 30215.82345500565, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.16011663042013896, "fast_rcnn/fg_cls_accuracy": 0.8307075681279621, "iteration": 16519, "loss_box_reg": 0.3239504238590598, "loss_cls": 0.1602787848096341, "loss_rpn_cls": 0.02677468821639195, "loss_rpn_loc": 0.056545047322288156, "lr": 0.02, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8428218646440655, "total_loss": 0.5791629547602497}
{"data_time": 0.03106210450641811, "eta_seconds": 30200.61865754309, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.15527626979995537, "fast_rcnn/fg_cls_accuracy": 0.8027473375520913, "iteration": 16539, "loss_box_reg": 0.32861239928752184, "loss_cls": 0.17012291448190808, "loss_rpn_cls": 0.025297739019151777, "loss_rpn_loc": 0.05818043963517994, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8438895375002176, "total_loss": 0.5769104439241346}
{"data_time": 0.022869525710120797, "eta_seconds": 30184.27836327115, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.1201923076923077, "fast_rcnn/fg_cls_accuracy": 0.8707800356217616, "iteration": 16559, "loss_box_reg": 0.32550085335969925, "loss_cls": 0.16414990229532123, "loss_rpn_cls": 0.02241861040238291, "loss_rpn_loc": 0.05411609192378819, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.840104456525296, "total_loss": 0.5621290772396605}
{"data_time": 0.021410159533843398, "eta_seconds": 30164.860392133007, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.130859375, "fast_rcnn/fg_cls_accuracy": 0.8452566964285715, "iteration": 16579, "loss_box_reg": 0.32137990463525057, "loss_cls": 0.16178955044597387, "loss_rpn_cls": 0.025225000485079363, "loss_rpn_loc": 0.05431181890890002, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8368624409195036, "total_loss": 0.5680693510512356}
{"data_time": 0.02846754086203873, "eta_seconds": 30142.399909023196, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.1624957074175824, "fast_rcnn/fg_cls_accuracy": 0.8258149587563453, "iteration": 16599, "loss_box_reg": 0.32491306960582733, "loss_cls": 0.16881961771287024, "loss_rpn_cls": 0.02524721238296479, "loss_rpn_loc": 0.05446994525846094, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8392857951112092, "total_loss": 0.58240993617801}
{"data_time": 0.016854355577379465, "eta_seconds": 30123.833096054615, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.1937423406862745, "fast_rcnn/fg_cls_accuracy": 0.7774203431372548, "iteration": 16619, "loss_box_reg": 0.33408871572464705, "loss_cls": 0.16577924881130457, "loss_rpn_cls": 0.02471622673328966, "loss_rpn_loc": 0.06070187361910939, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8378097363747656, "total_loss": 0.6097278141824063}
{"data_time": 0.02347211097367108, "eta_seconds": 30107.883813451743, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.17857689950980393, "fast_rcnn/fg_cls_accuracy": 0.8048437500000001, "iteration": 16639, "loss_box_reg": 0.32433287147432566, "loss_cls": 0.17567398538812995, "loss_rpn_cls": 0.028777911385986954, "loss_rpn_loc": 0.05146447953302413, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8372350276913494, "total_loss": 0.5850803307839669}
{"data_time": 0.039812243077903986, "eta_seconds": 30100.943654095754, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.1391095106683718, "fast_rcnn/fg_cls_accuracy": 0.8484091305865922, "iteration": 16659, "loss_box_reg": 0.3216444067656994, "loss_cls": 0.16758971009403467, "loss_rpn_cls": 0.02532425191020593, "loss_rpn_loc": 0.05432958621531725, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8459782185964286, "total_loss": 0.5781065821938682}
{"data_time": 0.026652009459212422, "eta_seconds": 30086.625936892815, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.185546875, "fast_rcnn/fg_cls_accuracy": 0.7960766217980462, "iteration": 16679, "loss_box_reg": 0.34565443731844425, "loss_cls": 0.17045987443998456, "loss_rpn_cls": 0.023400689358823, "loss_rpn_loc": 0.055323532898910344, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.841008396120742, "total_loss": 0.5982883737888187}
{"data_time": 0.03176558390259743, "eta_seconds": 30066.702364527155, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.16015625, "fast_rcnn/fg_cls_accuracy": 0.8117858617841409, "iteration": 16699, "loss_box_reg": 0.3297031377442181, "loss_cls": 0.1717644699383527, "loss_rpn_cls": 0.029762430931441486, "loss_rpn_loc": 0.05358895636163652, "lr": 0.02, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.8343538062181324, "total_loss": 0.5949933450610843}
{"data_time": 0.029148210305720568, "eta_seconds": 30049.905793278012, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.13353587962962965, "fast_rcnn/fg_cls_accuracy": 0.8176033266129032, "iteration": 16719, "loss_box_reg": 0.3273045616224408, "loss_cls": 0.16237285966053605, "loss_rpn_cls": 0.02032344409963116, "loss_rpn_loc": 0.054110296070575714, "lr": 0.02, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8399383204523474, "total_loss": 0.5669460341450758}
{"data_time": 0.02052672696299851, "eta_seconds": 30034.98805849394, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.15012419274714356, "fast_rcnn/fg_cls_accuracy": 0.841679085941381, "iteration": 16739, "loss_box_reg": 0.3270970731973648, "loss_cls": 0.17152197659015656, "loss_rpn_cls": 0.024482364213326946, "loss_rpn_loc": 0.0535434375051409, "lr": 0.02, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8432504881639034, "total_loss": 0.5710265735979192}
{"data_time": 0.016662344569340348, "eta_seconds": 30023.00990777416, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.16718027734976887, "fast_rcnn/fg_cls_accuracy": 0.7971981721981722, "iteration": 16759, "loss_box_reg": 0.3164627430960536, "loss_cls": 0.16280621429905295, "loss_rpn_cls": 0.025783247052459046, "loss_rpn_loc": 0.05081498099025339, "lr": 0.02, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8394570096861571, "total_loss": 0.5717848995118402}
{"data_time": 0.03325223783031106, "eta_seconds": 30010.141989419237, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.143969131097561, "fast_rcnn/fg_cls_accuracy": 0.846265243902439, "iteration": 16779, "loss_box_reg": 0.33108704816550016, "loss_cls": 0.16267230920493603, "loss_rpn_cls": 0.02645651705097407, "loss_rpn_loc": 0.052279527531936765, "lr": 0.02, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8465203254017979, "total_loss": 0.5682071735500358}
{"data_time": 0.02825980237685144, "eta_seconds": 29997.812534742756, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.16757015306122447, "fast_rcnn/fg_cls_accuracy": 0.8025191326530612, "iteration": 16799, "loss_box_reg": 0.3364047408103943, "loss_cls": 0.16709652682766318, "loss_rpn_cls": 0.02900568541372195, "loss_rpn_loc": 0.05488993530161679, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8456242377869785, "total_loss": 0.5799032867071219}
{"data_time": 0.027769602136686444, "eta_seconds": 29980.876613232074, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.14761324541284404, "fast_rcnn/fg_cls_accuracy": 0.83203125, "iteration": 16819, "loss_box_reg": 0.334189435467124, "loss_cls": 0.16498461226001382, "loss_rpn_cls": 0.02535287302453071, "loss_rpn_loc": 0.05434786179102957, "lr": 0.02, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8423421569168568, "total_loss": 0.5675303562311456}
{"data_time": 0.030091415159404278, "eta_seconds": 29965.05792052648, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.14336654243119268, "fast_rcnn/fg_cls_accuracy": 0.8137900746596398, "iteration": 16839, "loss_box_reg": 0.321147738955915, "loss_cls": 0.17042940249666572, "loss_rpn_cls": 0.02506712917238474, "loss_rpn_loc": 0.05263606819789857, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8440625150687993, "total_loss": 0.5731476750806905}
{"data_time": 0.03596205008216202, "eta_seconds": 29948.85784288519, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.1465973051338905, "fast_rcnn/fg_cls_accuracy": 0.8310449712888737, "iteration": 16859, "loss_box_reg": 0.3212768333032727, "loss_cls": 0.16190602304413915, "loss_rpn_cls": 0.027369981835363433, "loss_rpn_loc": 0.052651719423010945, "lr": 0.02, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8440962715540081, "total_loss": 0.574299862026237}
{"data_time": 0.02807275950908661, "eta_seconds": 29933.802091931226, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.20256410256410257, "fast_rcnn/fg_cls_accuracy": 0.7847855839416058, "iteration": 16879, "loss_box_reg": 0.3283374747261405, "loss_cls": 0.16014917474240065, "loss_rpn_cls": 0.02666304519516416, "loss_rpn_loc": 0.056373121100477874, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8367867895867676, "total_loss": 0.5710591178067261}
{"data_time": 0.025755855021998286, "eta_seconds": 29914.641401774017, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1305088141025641, "fast_rcnn/fg_cls_accuracy": 0.865234375, "iteration": 16899, "loss_box_reg": 0.32609136775135994, "loss_cls": 0.16020194487646222, "loss_rpn_cls": 0.026341620192397386, "loss_rpn_loc": 0.05581890931352973, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8347612703219056, "total_loss": 0.5613740871485788}
{"data_time": 0.021966799162328243, "eta_seconds": 29897.835895523196, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.13873396542108196, "fast_rcnn/fg_cls_accuracy": 0.8537084555229717, "iteration": 16919, "loss_box_reg": 0.32871762104332447, "loss_cls": 0.1590307424776256, "loss_rpn_cls": 0.023875013692304492, "loss_rpn_loc": 0.050815132330171764, "lr": 0.02, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8403761072549969, "total_loss": 0.563717013981659}
{"data_time": 0.024552539922297, "eta_seconds": 29881.030389272375, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.15722495894909688, "fast_rcnn/fg_cls_accuracy": 0.8392427884615384, "iteration": 16939, "loss_box_reg": 0.3372406829148531, "loss_cls": 0.16967542096972466, "loss_rpn_cls": 0.02308481020736508, "loss_rpn_loc": 0.05774252291303128, "lr": 0.02, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.839814490871504, "total_loss": 0.5921193202666473}
{"data_time": 0.028069659834727645, "eta_seconds": 29864.828612945275, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.17757178268952695, "fast_rcnn/fg_cls_accuracy": 0.8201040846671914, "iteration": 16959, "loss_box_reg": 0.33412119187414646, "loss_cls": 0.17925172904506326, "loss_rpn_cls": 0.026867539912927896, "loss_rpn_loc": 0.05911317665595561, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8401715308427811, "total_loss": 0.5962721777614206}
{"data_time": 0.03374843206256628, "eta_seconds": 29847.838982633082, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.115234375, "fast_rcnn/fg_cls_accuracy": 0.8639420087064676, "iteration": 16979, "loss_box_reg": 0.31370310485363007, "loss_cls": 0.15196120971813798, "loss_rpn_cls": 0.02187158985179849, "loss_rpn_loc": 0.049126672791317105, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8402190159540623, "total_loss": 0.5315087358758319}
{"data_time": 0.031175330514088273, "eta_seconds": 29829.632035154616, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.1363947585881242, "fast_rcnn/fg_cls_accuracy": 0.8399226641414141, "iteration": 16999, "loss_box_reg": 0.33867891877889633, "loss_cls": 0.16856009466573596, "loss_rpn_cls": 0.03142075726645999, "loss_rpn_loc": 0.057355227996595204, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8346788389608264, "total_loss": 0.5926910504931584}
{"data_time": 0.02161908382549882, "eta_seconds": 29812.8270820349, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.14994820441988949, "fast_rcnn/fg_cls_accuracy": 0.8293167372881356, "iteration": 17019, "loss_box_reg": 0.3409840362146497, "loss_cls": 0.16914956457912922, "loss_rpn_cls": 0.0330753632588312, "loss_rpn_loc": 0.058676417684182525, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.8434784475248307, "total_loss": 0.612722217105329}
{"data_time": 0.03065470769070089, "eta_seconds": 29797.421755106887, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.1789338044605809, "fast_rcnn/fg_cls_accuracy": 0.7958733974358974, "iteration": 17039, "loss_box_reg": 0.32936330791562796, "loss_cls": 0.16654391819611192, "loss_rpn_cls": 0.023260787536855787, "loss_rpn_loc": 0.051027856417931616, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8398399308789521, "total_loss": 0.5684386363136582}
{"data_time": 0.025244131684303284, "eta_seconds": 29779.699391611153, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.15848214285714285, "fast_rcnn/fg_cls_accuracy": 0.8247767857142857, "iteration": 17059, "loss_box_reg": 0.3216259181499481, "loss_cls": 0.16288599697872996, "loss_rpn_cls": 0.023881961446022615, "loss_rpn_loc": 0.05618358450010419, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.8360681934282184, "total_loss": 0.5832557413959876}
{"data_time": 0.02921478170901537, "eta_seconds": 29762.894166368293, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.166015625, "fast_rcnn/fg_cls_accuracy": 0.8203125, "iteration": 17079, "loss_box_reg": 0.3365033268928528, "loss_cls": 0.16906554345041513, "loss_rpn_cls": 0.025958707847166806, "loss_rpn_loc": 0.05540222907438874, "lr": 0.02, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8352404285687953, "total_loss": 0.5797513895668089}
{"data_time": 0.02249028254300356, "eta_seconds": 29746.586339265807, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.15309200603318251, "fast_rcnn/fg_cls_accuracy": 0.8306595365418895, "iteration": 17099, "loss_box_reg": 0.3205081457272172, "loss_cls": 0.17329681338742375, "loss_rpn_cls": 0.026786865608301014, "loss_rpn_loc": 0.057040811982005835, "lr": 0.02, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.8388687740080059, "total_loss": 0.5840235984360334}
{"data_time": 0.03366494504734874, "eta_seconds": 29730.19878507196, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.1423540609137056, "fast_rcnn/fg_cls_accuracy": 0.8412742077464789, "iteration": 17119, "loss_box_reg": 0.32051671482622623, "loss_cls": 0.15849416749551892, "loss_rpn_cls": 0.02159870066680014, "loss_rpn_loc": 0.053485973039641976, "lr": 0.02, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8429180670063943, "total_loss": 0.5549909335677512}
{"data_time": 0.018157856073230505, "eta_seconds": 29712.49741035956, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.16462953629032256, "fast_rcnn/fg_cls_accuracy": 0.8244663292253521, "iteration": 17139, "loss_box_reg": 0.34055064897984266, "loss_cls": 0.17313799541443586, "loss_rpn_cls": 0.02607265129336156, "loss_rpn_loc": 0.05713760887738317, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.8401338043622673, "total_loss": 0.5921545141609386}
{"data_time": 0.032036185497418046, "eta_seconds": 29695.32978446642, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.14350877192982456, "fast_rcnn/fg_cls_accuracy": 0.8459560723514212, "iteration": 17159, "loss_box_reg": 0.32267604023218155, "loss_cls": 0.1647576205432415, "loss_rpn_cls": 0.023728980595478788, "loss_rpn_loc": 0.06128618714865297, "lr": 0.02, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8396115801297128, "total_loss": 0.5812535166332964}
{"data_time": 0.02854611841030419, "eta_seconds": 29673.07385531231, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.12780154128959276, "fast_rcnn/fg_cls_accuracy": 0.837890625, "iteration": 17179, "loss_box_reg": 0.3301121164113283, "loss_cls": 0.16130748484283686, "loss_rpn_cls": 0.0237110176240094, "loss_rpn_loc": 0.054455045668873936, "lr": 0.02, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.840923459501937, "total_loss": 0.5741852752689738}
{"data_time": 0.0271964929997921, "eta_seconds": 29652.32896058634, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.15989033157276994, "fast_rcnn/fg_cls_accuracy": 0.83425029342723, "iteration": 17199, "loss_box_reg": 0.3407999677583575, "loss_cls": 0.16898512467741966, "loss_rpn_cls": 0.02148548880359158, "loss_rpn_loc": 0.05951391777489334, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8386541840154678, "total_loss": 0.5915940623381175}
{"data_time": 0.024873820366337895, "eta_seconds": 29636.626279889606, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.16015625, "fast_rcnn/fg_cls_accuracy": 0.830078125, "iteration": 17219, "loss_box_reg": 0.317338596098125, "loss_cls": 0.16552419494837523, "loss_rpn_cls": 0.02474539357353933, "loss_rpn_loc": 0.05110056302510202, "lr": 0.02, "roi_head/num_bg_samples": 386.75, "roi_head/num_fg_samples": 125.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8399400154594332, "total_loss": 0.559865815739613}
{"data_time": 0.029959794832393527, "eta_seconds": 29617.945319188293, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.147909041127475, "fast_rcnn/fg_cls_accuracy": 0.8263950892857144, "iteration": 17239, "loss_box_reg": 0.3311812086030841, "loss_cls": 0.16289202589541674, "loss_rpn_cls": 0.023771700216457248, "loss_rpn_loc": 0.05483365792315453, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8382032953668386, "total_loss": 0.5743122681742534}
{"data_time": 0.02940855291672051, "eta_seconds": 29602.253851928283, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.14142101284958428, "fast_rcnn/fg_cls_accuracy": 0.828590620420127, "iteration": 17259, "loss_box_reg": 0.3329766886308789, "loss_cls": 0.15691947098821402, "loss_rpn_cls": 0.026151620084419847, "loss_rpn_loc": 0.05543557566124946, "lr": 0.02, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.84193942300044, "total_loss": 0.5756326012779027}
{"data_time": 0.03132656519301236, "eta_seconds": 29587.946745902533, "fast_rcnn/cls_accuracy": 0.92041015625, "fast_rcnn/false_negative": 0.16015625, "fast_rcnn/fg_cls_accuracy": 0.79296875, "iteration": 17279, "loss_box_reg": 0.3383406652137637, "loss_cls": 0.17412797920405865, "loss_rpn_cls": 0.022918322531040758, "loss_rpn_loc": 0.05035707080969587, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.846359015442431, "total_loss": 0.5859764645865653}
{"data_time": 0.0304334310349077, "eta_seconds": 29572.26218909002, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.140296759078485, "fast_rcnn/fg_cls_accuracy": 0.82421875, "iteration": 17299, "loss_box_reg": 0.32052675168961287, "loss_cls": 0.16308297216892242, "loss_rpn_cls": 0.023472932633012533, "loss_rpn_loc": 0.05594414961524308, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.839024456916377, "total_loss": 0.5668851260561496}
{"data_time": 0.029142508283257484, "eta_seconds": 29560.44271499128, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.1313780014124294, "fast_rcnn/fg_cls_accuracy": 0.8625037026066351, "iteration": 17319, "loss_box_reg": 0.31111904978752136, "loss_cls": 0.16457578539848328, "loss_rpn_cls": 0.021610040712403134, "loss_rpn_loc": 0.0528759426670149, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8403962031006813, "total_loss": 0.550771918904502}
{"data_time": 0.020018188515678048, "eta_seconds": 29538.658300349256, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.1417948717948718, "fast_rcnn/fg_cls_accuracy": 0.8321311475409836, "iteration": 17339, "loss_box_reg": 0.3225512793287635, "loss_cls": 0.17007042979821563, "loss_rpn_cls": 0.021521595277590677, "loss_rpn_loc": 0.05270297254901379, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8361356214154512, "total_loss": 0.5785550166619942}
{"data_time": 0.022622230229899287, "eta_seconds": 29520.741506424034, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.13523835589171973, "fast_rcnn/fg_cls_accuracy": 0.8532169117647059, "iteration": 17359, "loss_box_reg": 0.3392537012696266, "loss_cls": 0.1638353392481804, "loss_rpn_cls": 0.02411561956978403, "loss_rpn_loc": 0.05424554937053472, "lr": 0.02, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8413319808896631, "total_loss": 0.5850148581084795}
{"data_time": 0.01701739290729165, "eta_seconds": 29505.054411608493, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.16153879915730338, "fast_rcnn/fg_cls_accuracy": 0.8202686095505618, "iteration": 17379, "loss_box_reg": 0.3283513877540827, "loss_cls": 0.16700017149560153, "loss_rpn_cls": 0.02422518382081762, "loss_rpn_loc": 0.05673139984719455, "lr": 0.02, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.838955181883648, "total_loss": 0.5802038619294763}
{"data_time": 0.020593694876879454, "eta_seconds": 29486.30735850311, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.14846855272387188, "fast_rcnn/fg_cls_accuracy": 0.822265625, "iteration": 17399, "loss_box_reg": 0.33102376479655504, "loss_cls": 0.16925067640841007, "loss_rpn_cls": 0.02406081836670637, "loss_rpn_loc": 0.0563017304521054, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.836360642220825, "total_loss": 0.590681004250655}
{"data_time": 0.02659954666160047, "eta_seconds": 29476.864383262116, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.15159254807692307, "fast_rcnn/fg_cls_accuracy": 0.8294771634615384, "iteration": 17419, "loss_box_reg": 0.3253441955894232, "loss_cls": 0.16508333198726177, "loss_rpn_cls": 0.023447005078196526, "loss_rpn_loc": 0.05532501335255802, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8434717017225921, "total_loss": 0.5733866244263481}
{"data_time": 0.029280309565365314, "eta_seconds": 29460.25664243521, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.126953125, "fast_rcnn/fg_cls_accuracy": 0.826171875, "iteration": 17439, "loss_box_reg": 0.33328796178102493, "loss_cls": 0.16350648971274495, "loss_rpn_cls": 0.022907732593012042, "loss_rpn_loc": 0.05258828680962324, "lr": 0.02, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.8383665222208947, "total_loss": 0.572226025396958}
{"data_time": 0.028512756573036313, "eta_seconds": 29444.087226751028, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.13174709135990845, "fast_rcnn/fg_cls_accuracy": 0.849609375, "iteration": 17459, "loss_box_reg": 0.31559483893215656, "loss_cls": 0.15694999019615352, "loss_rpn_cls": 0.02360180497635156, "loss_rpn_loc": 0.05482898489572108, "lr": 0.02, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8450870073866099, "total_loss": 0.5528661556600127}
{"data_time": 0.027640998596325517, "eta_seconds": 29430.911293592537, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.13738567073170732, "fast_rcnn/fg_cls_accuracy": 0.8517980527638191, "iteration": 17479, "loss_box_reg": 0.32596395909786224, "loss_cls": 0.16520633967593312, "loss_rpn_cls": 0.02367938868701458, "loss_rpn_loc": 0.0537259744014591, "lr": 0.02, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8452876945957541, "total_loss": 0.5572930405032821}
{"data_time": 0.02444613561965525, "eta_seconds": 29410.98713494884, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.14485806561278258, "fast_rcnn/fg_cls_accuracy": 0.81990171990172, "iteration": 17499, "loss_box_reg": 0.33050481136888266, "loss_cls": 0.16855398146435618, "loss_rpn_cls": 0.025560588779626414, "loss_rpn_loc": 0.05695001836284064, "lr": 0.02, "roi_head/num_bg_samples": 420.0, "roi_head/num_fg_samples": 92.0, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8374516768381, "total_loss": 0.5871995653578779}
{"data_time": 0.023678874131292105, "eta_seconds": 29393.092682277085, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.144265625, "fast_rcnn/fg_cls_accuracy": 0.8331734283625731, "iteration": 17519, "loss_box_reg": 0.33275502175092697, "loss_cls": 0.1707085184752941, "loss_rpn_cls": 0.028362415672745556, "loss_rpn_loc": 0.05546486587263644, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8423006066586822, "total_loss": 0.5891727032721974}
{"data_time": 0.026686135912314057, "eta_seconds": 29376.0341980909, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.11189088983050847, "fast_rcnn/fg_cls_accuracy": 0.8705227826566739, "iteration": 17539, "loss_box_reg": 0.3224727176129818, "loss_cls": 0.1623431546613574, "loss_rpn_cls": 0.022925826924620196, "loss_rpn_loc": 0.05075196560937911, "lr": 0.02, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.841529926052317, "total_loss": 0.5547663040924817}
{"data_time": 0.0215173305477947, "eta_seconds": 29357.914716663072, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.1766499282639885, "fast_rcnn/fg_cls_accuracy": 0.8062576593137255, "iteration": 17559, "loss_box_reg": 0.3229707581922412, "loss_cls": 0.161873918492347, "loss_rpn_cls": 0.02455096534686163, "loss_rpn_loc": 0.049477347638458014, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8383431197144091, "total_loss": 0.5526782604283653}
{"data_time": 0.0322013043332845, "eta_seconds": 29342.67715496407, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.14369419642857142, "fast_rcnn/fg_cls_accuracy": 0.8273222748815166, "iteration": 17579, "loss_box_reg": 0.32236640667542815, "loss_cls": 0.15896291029639542, "loss_rpn_cls": 0.02716590854106471, "loss_rpn_loc": 0.05129281687550247, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8408905637916178, "total_loss": 0.5557487137557473}
{"data_time": 0.034268646501004696, "eta_seconds": 29325.815495212097, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.1335819080813812, "fast_rcnn/fg_cls_accuracy": 0.8435436336844404, "iteration": 17599, "loss_box_reg": 0.33870044257491827, "loss_cls": 0.1683047809638083, "loss_rpn_cls": 0.02522571969893761, "loss_rpn_loc": 0.05637415370438248, "lr": 0.02, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8397706451360136, "total_loss": 0.5890164183801971}
{"data_time": 0.020328818121924996, "eta_seconds": 29309.066803422058, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.16915271154485972, "fast_rcnn/fg_cls_accuracy": 0.8135178257042254, "iteration": 17619, "loss_box_reg": 0.3343440182507038, "loss_cls": 0.1647287211380899, "loss_rpn_cls": 0.020689474244136363, "loss_rpn_loc": 0.05202197399921715, "lr": 0.02, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8387534525245428, "total_loss": 0.5764265268808231}
{"data_time": 0.03061069454997778, "eta_seconds": 29295.351699376944, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.15234375, "fast_rcnn/fg_cls_accuracy": 0.8128083881578947, "iteration": 17639, "loss_box_reg": 0.32090090680867434, "loss_cls": 0.16410753317177296, "loss_rpn_cls": 0.021231623832136393, "loss_rpn_loc": 0.04923131735995412, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8404170444700867, "total_loss": 0.5633644933113828}
{"data_time": 0.022608994971960783, "eta_seconds": 29278.544750810135, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.13387661637931036, "fast_rcnn/fg_cls_accuracy": 0.855424922415851, "iteration": 17659, "loss_box_reg": 0.31890290044248104, "loss_cls": 0.15520363673567772, "loss_rpn_cls": 0.02034035589895211, "loss_rpn_loc": 0.04811275680549443, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8475203244015574, "total_loss": 0.5413152026303578}
{"data_time": 0.025473158108070493, "eta_seconds": 29258.65127610904, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.8451450892857143, "iteration": 17679, "loss_box_reg": 0.3180789928883314, "loss_cls": 0.1543765040114522, "loss_rpn_cls": 0.018416841805446893, "loss_rpn_loc": 0.04669159546028823, "lr": 0.02, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8386891153641045, "total_loss": 0.5369091928296257}
{"data_time": 0.02444198215380311, "eta_seconds": 29249.30473662098, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.14934895833333334, "fast_rcnn/fg_cls_accuracy": 0.834039510619141, "iteration": 17699, "loss_box_reg": 0.3235581358894706, "loss_cls": 0.1670879670418799, "loss_rpn_cls": 0.02113585194456391, "loss_rpn_loc": 0.05141141905914992, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8420919305644929, "total_loss": 0.5705359562707599}
{"data_time": 0.02695720666088164, "eta_seconds": 29236.601010385435, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.1789338044605809, "fast_rcnn/fg_cls_accuracy": 0.798828125, "iteration": 17719, "loss_box_reg": 0.3255470497533679, "loss_cls": 0.16358489077538252, "loss_rpn_cls": 0.022886337828822434, "loss_rpn_loc": 0.05145498865749687, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.8453043543267995, "total_loss": 0.5614092220785096}
{"data_time": 0.025841318536549807, "eta_seconds": 29221.640404680977, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.11384162303664921, "fast_rcnn/fg_cls_accuracy": 0.8644483805668016, "iteration": 17739, "loss_box_reg": 0.31925938092172146, "loss_cls": 0.1621870663948357, "loss_rpn_cls": 0.023499083865317516, "loss_rpn_loc": 0.05137064075097442, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8448978576343507, "total_loss": 0.5686640197527595}
{"data_time": 0.029474340146407485, "eta_seconds": 29202.977364129853, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.1526935030338908, "fast_rcnn/fg_cls_accuracy": 0.8381467725409837, "iteration": 17759, "loss_box_reg": 0.33907821774482727, "loss_cls": 0.16117654321715236, "loss_rpn_cls": 0.024904565274482593, "loss_rpn_loc": 0.05410319974180311, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8383424431085587, "total_loss": 0.5878081133123487}
{"data_time": 0.028475734870880842, "eta_seconds": 29182.066887739347, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.14871190599173553, "fast_rcnn/fg_cls_accuracy": 0.8165625000000001, "iteration": 17779, "loss_box_reg": 0.32659199740737677, "loss_cls": 0.16256631771102548, "loss_rpn_cls": 0.022396081389160827, "loss_rpn_loc": 0.056992075173184276, "lr": 0.02, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8437084334436804, "total_loss": 0.5713640630128793}
{"data_time": 0.028408077778294683, "eta_seconds": 29159.372737461934, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.14479166666666665, "fast_rcnn/fg_cls_accuracy": 0.8279513888888889, "iteration": 17799, "loss_box_reg": 0.33127904031425714, "loss_cls": 0.17238492146134377, "loss_rpn_cls": 0.02565002755727619, "loss_rpn_loc": 0.055444892786908895, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8396117349620908, "total_loss": 0.5878679871093482}
{"data_time": 0.02304671029560268, "eta_seconds": 29140.958917780314, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.1282894736842105, "fast_rcnn/fg_cls_accuracy": 0.8717105263157895, "iteration": 17819, "loss_box_reg": 0.32012548949569464, "loss_cls": 0.16172604216262698, "loss_rpn_cls": 0.02244522952241823, "loss_rpn_loc": 0.055778451496735215, "lr": 0.02, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8382932639215142, "total_loss": 0.5705652834149078}
{"data_time": 0.026814139913767576, "eta_seconds": 29123.633338929387, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.14240552325581396, "fast_rcnn/fg_cls_accuracy": 0.8422855879752431, "iteration": 17839, "loss_box_reg": 0.3249513581395149, "loss_cls": 0.15496520465239882, "loss_rpn_cls": 0.023651473777135834, "loss_rpn_loc": 0.05273772811051458, "lr": 0.02, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8411123515106738, "total_loss": 0.5538314979348797}
{"data_time": 0.02829990955069661, "eta_seconds": 29107.348630974535, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.13592694256756757, "fast_rcnn/fg_cls_accuracy": 0.8621199324324325, "iteration": 17859, "loss_box_reg": 0.32018146850168705, "loss_cls": 0.15938404900953174, "loss_rpn_cls": 0.020204300206387416, "loss_rpn_loc": 0.05359991977456957, "lr": 0.02, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.8473009848967195, "total_loss": 0.5676423356344458}
{"data_time": 0.024651221465319395, "eta_seconds": 29094.478897489607, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.1489752024291498, "fast_rcnn/fg_cls_accuracy": 0.810546875, "iteration": 17879, "loss_box_reg": 0.3318824525922537, "loss_cls": 0.17290942464023829, "loss_rpn_cls": 0.027635484468191862, "loss_rpn_loc": 0.05436374817509204, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8437748225405812, "total_loss": 0.600034165661782}
{"data_time": 0.024732586462050676, "eta_seconds": 29081.2101144169, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.14875291149068323, "fast_rcnn/fg_cls_accuracy": 0.8433836410187305, "iteration": 17899, "loss_box_reg": 0.31352696008980274, "loss_cls": 0.15787585685029626, "loss_rpn_cls": 0.026226395450066775, "loss_rpn_loc": 0.056068290141411126, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8330937731079757, "total_loss": 0.5630886879516765}
{"data_time": 0.034134677378460765, "eta_seconds": 29066.777508172905, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1346881883259912, "fast_rcnn/fg_cls_accuracy": 0.8611560435022027, "iteration": 17919, "loss_box_reg": 0.3229368054307997, "loss_cls": 0.15888640889897943, "loss_rpn_cls": 0.02584141056286171, "loss_rpn_loc": 0.054612780222669244, "lr": 0.02, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8412234713323414, "total_loss": 0.5530386459431611}
{"data_time": 0.02072124951519072, "eta_seconds": 29048.486958370544, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.13300672883957032, "fast_rcnn/fg_cls_accuracy": 0.846328125, "iteration": 17939, "loss_box_reg": 0.32530198339372873, "loss_cls": 0.16748883668333292, "loss_rpn_cls": 0.021663321240339428, "loss_rpn_loc": 0.05437401856761426, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8393762249033898, "total_loss": 0.5855657886422705}
{"data_time": 0.023710949579253793, "eta_seconds": 29033.15583441197, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.12152248475609756, "fast_rcnn/fg_cls_accuracy": 0.8610131048387097, "iteration": 17959, "loss_box_reg": 0.3199175475165248, "loss_cls": 0.1581900257151574, "loss_rpn_cls": 0.021604957000818104, "loss_rpn_loc": 0.05578122637234628, "lr": 0.02, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8420805095229298, "total_loss": 0.5501712365366984}
{"data_time": 0.02131800982169807, "eta_seconds": 29012.77433350752, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.13588169642857142, "fast_rcnn/fg_cls_accuracy": 0.845779344512195, "iteration": 17979, "loss_box_reg": 0.3346673781052232, "loss_cls": 0.16535029653459787, "loss_rpn_cls": 0.020685282797785476, "loss_rpn_loc": 0.05190936441067606, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.8386482696514577, "total_loss": 0.5670313291193452}
{"data_time": 0.029865975491702557, "eta_seconds": 29005.31821902329, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1320793888058462, "fast_rcnn/fg_cls_accuracy": 0.83984375, "iteration": 17999, "loss_box_reg": 0.32475830242037773, "loss_cls": 0.16921659093350172, "loss_rpn_cls": 0.026266244880389422, "loss_rpn_loc": 0.0566815382335335, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8430711620021611, "total_loss": 0.5806779652775731}
{"data_time": 0.02816656604409218, "eta_seconds": 28983.18047546642, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.154296875, "fast_rcnn/fg_cls_accuracy": 0.8307274098178499, "iteration": 18019, "loss_box_reg": 0.3377875443547964, "loss_cls": 0.17553786654025316, "loss_rpn_cls": 0.026806643581949174, "loss_rpn_loc": 0.061117829754948616, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.833974587963894, "total_loss": 0.598955090274103}
{"data_time": 0.0320512589532882, "eta_seconds": 28969.717748428462, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.1672226340499135, "fast_rcnn/fg_cls_accuracy": 0.7943892045454546, "iteration": 18039, "loss_box_reg": 0.33367609791457653, "loss_cls": 0.1688258326612413, "loss_rpn_cls": 0.02290929193259217, "loss_rpn_loc": 0.04961500002536923, "lr": 0.02, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8420200084801763, "total_loss": 0.5813423424260691}
{"data_time": 0.029719575075432658, "eta_seconds": 28957.153127023717, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.17330576845502219, "fast_rcnn/fg_cls_accuracy": 0.8150337837837838, "iteration": 18059, "loss_box_reg": 0.32307532988488674, "loss_cls": 0.15760188503190875, "loss_rpn_cls": 0.022615483816480264, "loss_rpn_loc": 0.05326059821527451, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.844313703943044, "total_loss": 0.553909266134724}
{"data_time": 0.02259887708351016, "eta_seconds": 28940.85011876654, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.13760686615014694, "fast_rcnn/fg_cls_accuracy": 0.8400014013452914, "iteration": 18079, "loss_box_reg": 0.32222998328506947, "loss_cls": 0.15705614676699042, "loss_rpn_cls": 0.0251229454879649, "loss_rpn_loc": 0.05507035809569061, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8412777539342642, "total_loss": 0.5650104063970502}
{"data_time": 0.024062914540991187, "eta_seconds": 28923.65402846178, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.1649340770791075, "fast_rcnn/fg_cls_accuracy": 0.8117861849330112, "iteration": 18099, "loss_box_reg": 0.3211643612012267, "loss_cls": 0.1651046029292047, "loss_rpn_cls": 0.021675314899766818, "loss_rpn_loc": 0.057086598477326334, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8370889883954078, "total_loss": 0.5670164302864578}
{"data_time": 0.022022246150299907, "eta_seconds": 28905.82607730641, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.14898510514018692, "fast_rcnn/fg_cls_accuracy": 0.8226356907894736, "iteration": 18119, "loss_box_reg": 0.31447689048945904, "loss_cls": 0.15987208019942045, "loss_rpn_cls": 0.020761405205121264, "loss_rpn_loc": 0.051210511242970824, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8368095904588699, "total_loss": 0.5459962103050202}
{"data_time": 0.025830606697127223, "eta_seconds": 28886.0317437239, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.12588562753036436, "fast_rcnn/fg_cls_accuracy": 0.8437295081967213, "iteration": 18139, "loss_box_reg": 0.32594206649810076, "loss_cls": 0.17249857727438211, "loss_rpn_cls": 0.02185861050384119, "loss_rpn_loc": 0.053868065821006894, "lr": 0.02, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8365791665855795, "total_loss": 0.5846475744619966}
{"data_time": 0.018870349507778883, "eta_seconds": 28865.502761172596, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.15503112515098022, "fast_rcnn/fg_cls_accuracy": 0.8332316850040252, "iteration": 18159, "loss_box_reg": 0.3422146001830697, "loss_cls": 0.1692971452139318, "loss_rpn_cls": 0.02189757811720483, "loss_rpn_loc": 0.05527864571195096, "lr": 0.02, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8323506733868271, "total_loss": 0.5944093490252271}
{"data_time": 0.023382657440379262, "eta_seconds": 28846.767191291787, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.141531352124183, "fast_rcnn/fg_cls_accuracy": 0.8340467818376396, "iteration": 18179, "loss_box_reg": 0.31141677033156157, "loss_cls": 0.15611876035109162, "loss_rpn_cls": 0.023689653899054974, "loss_rpn_loc": 0.054264814825728536, "lr": 0.02, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8363221229519695, "total_loss": 0.5630090960185044}
{"data_time": 0.026244805427268147, "eta_seconds": 28837.936394836288, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.15324237089201878, "fast_rcnn/fg_cls_accuracy": 0.8186069542253521, "iteration": 18199, "loss_box_reg": 0.3198461262509227, "loss_cls": 0.15947979176416993, "loss_rpn_cls": 0.02215796455857344, "loss_rpn_loc": 0.051672732224687934, "lr": 0.02, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8475952357985079, "total_loss": 0.5573928438243456}
{"data_time": 0.018818554934114218, "eta_seconds": 28819.772604610305, "fast_rcnn/cls_accuracy": 0.92626953125, "fast_rcnn/false_negative": 0.1675319372338564, "fast_rcnn/fg_cls_accuracy": 0.7870613161041304, "iteration": 18219, "loss_box_reg": 0.32094195391982794, "loss_cls": 0.16829938255250454, "loss_rpn_cls": 0.021728626743424684, "loss_rpn_loc": 0.05247069615870714, "lr": 0.02, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8376307755243033, "total_loss": 0.5741884697054047}
{"data_time": 0.02270470652729273, "eta_seconds": 28805.813515431015, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.14757691371052845, "fast_rcnn/fg_cls_accuracy": 0.8242316177581673, "iteration": 18239, "loss_box_reg": 0.3253067582845688, "loss_cls": 0.16080714017152786, "loss_rpn_cls": 0.020479235739912838, "loss_rpn_loc": 0.05132836033590138, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8429549869615585, "total_loss": 0.5518823501770385}
{"data_time": 0.021324854576960206, "eta_seconds": 28787.42701080069, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.15435818385650224, "fast_rcnn/fg_cls_accuracy": 0.8391445621270347, "iteration": 18259, "loss_box_reg": 0.30825857538729906, "loss_cls": 0.15119294542819262, "loss_rpn_cls": 0.023679972626268864, "loss_rpn_loc": 0.05501146672759205, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8392882328480482, "total_loss": 0.54997082229238}
{"data_time": 0.03782523353584111, "eta_seconds": 28770.61241601035, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.126953125, "fast_rcnn/fg_cls_accuracy": 0.8589804292929293, "iteration": 18279, "loss_box_reg": 0.32267542462795973, "loss_cls": 0.16204396542161703, "loss_rpn_cls": 0.0230106879316736, "loss_rpn_loc": 0.054581229109317064, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8477179012261331, "total_loss": 0.5651584486186039}
{"data_time": 0.023317703045904636, "eta_seconds": 28751.525615293533, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.14039915596975558, "fast_rcnn/fg_cls_accuracy": 0.8442209735860946, "iteration": 18299, "loss_box_reg": 0.3179117562249303, "loss_cls": 0.16894384659826756, "loss_rpn_cls": 0.026519492035731673, "loss_rpn_loc": 0.05297100212192163, "lr": 0.02, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8371662357822061, "total_loss": 0.5753578632720746}
{"data_time": 0.027555197943001986, "eta_seconds": 28730.99645230826, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.15895432692307693, "fast_rcnn/fg_cls_accuracy": 0.8150951514795908, "iteration": 18319, "loss_box_reg": 0.3281984683126211, "loss_cls": 0.1666753066238016, "loss_rpn_cls": 0.030037714925128967, "loss_rpn_loc": 0.05497156421188265, "lr": 0.02, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8365879214834422, "total_loss": 0.5740053849294782}
{"data_time": 0.018473044969141483, "eta_seconds": 28714.36112197442, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.15643280876658153, "fast_rcnn/fg_cls_accuracy": 0.8310930676855894, "iteration": 18339, "loss_box_reg": 0.33233140874654055, "loss_cls": 0.17822354240342975, "loss_rpn_cls": 0.025881191482767463, "loss_rpn_loc": 0.05322249885648489, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.8381304817739874, "total_loss": 0.5976929854077753}
{"data_time": 0.024167266907170415, "eta_seconds": 28697.37426869478, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.14453125, "fast_rcnn/fg_cls_accuracy": 0.8431372549019608, "iteration": 18359, "loss_box_reg": 0.32559248246252537, "loss_cls": 0.15789100341498852, "loss_rpn_cls": 0.02490852802293375, "loss_rpn_loc": 0.054357791668735445, "lr": 0.02, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8412278050091118, "total_loss": 0.5710581991879735}
{"data_time": 0.019925725646317005, "eta_seconds": 28682.254399712663, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.09765289256198348, "fast_rcnn/fg_cls_accuracy": 0.8886593204775023, "iteration": 18379, "loss_box_reg": 0.340727093629539, "loss_cls": 0.16033581434749067, "loss_rpn_cls": 0.02797599558834918, "loss_rpn_loc": 0.049769320408813655, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.842910147504881, "total_loss": 0.5709026680560783}
{"data_time": 0.0208102916367352, "eta_seconds": 28667.459285024554, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.13693080357142856, "fast_rcnn/fg_cls_accuracy": 0.8496874999999999, "iteration": 18399, "loss_box_reg": 0.3297684481367469, "loss_cls": 0.16499898908659816, "loss_rpn_cls": 0.024111603022902273, "loss_rpn_loc": 0.05543697241228074, "lr": 0.02, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.8408924404066056, "total_loss": 0.5585533809498884}
{"data_time": 0.024110819911584258, "eta_seconds": 28650.646018970758, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.138671875, "fast_rcnn/fg_cls_accuracy": 0.8359375, "iteration": 18419, "loss_box_reg": 0.3300642604008317, "loss_cls": 0.17781650181859732, "loss_rpn_cls": 0.025432269903831184, "loss_rpn_loc": 0.05698036041576415, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.841570399934426, "total_loss": 0.5899402391514741}
{"data_time": 0.026504424633458257, "eta_seconds": 28631.81815036526, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.13292572463768115, "fast_rcnn/fg_cls_accuracy": 0.8454867054661646, "iteration": 18439, "loss_box_reg": 0.33008855674415827, "loss_cls": 0.17236397927626967, "loss_rpn_cls": 0.023996798961889, "loss_rpn_loc": 0.05886200594250113, "lr": 0.02, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8373787309974432, "total_loss": 0.5862633395299781}
{"data_time": 0.030252865981310606, "eta_seconds": 28609.121708657127, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.13450143417874397, "fast_rcnn/fg_cls_accuracy": 0.828397808969531, "iteration": 18459, "loss_box_reg": 0.3451175279915333, "loss_cls": 0.16905156476423144, "loss_rpn_cls": 0.02371123997727409, "loss_rpn_loc": 0.05360844940878451, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.8352790779899806, "total_loss": 0.5929061740171164}
{"data_time": 0.03354196948930621, "eta_seconds": 28584.000417831587, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.12145475414691943, "fast_rcnn/fg_cls_accuracy": 0.8429276315789473, "iteration": 18479, "loss_box_reg": 0.3309417199343443, "loss_cls": 0.16668617725372314, "loss_rpn_cls": 0.02660740283317864, "loss_rpn_loc": 0.056439491687342525, "lr": 0.02, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8400399752426893, "total_loss": 0.5758360557665583}
{"data_time": 0.031194020062685013, "eta_seconds": 28571.792516866233, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.16796875, "fast_rcnn/fg_cls_accuracy": 0.8122337188070603, "iteration": 18499, "loss_box_reg": 0.32396208494901657, "loss_cls": 0.17399633256718516, "loss_rpn_cls": 0.023571083787828684, "loss_rpn_loc": 0.05545563134364784, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8506815193686634, "total_loss": 0.5734836591291241}
{"data_time": 0.026339379604905844, "eta_seconds": 28550.392939605983, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.15129573170731708, "fast_rcnn/fg_cls_accuracy": 0.8377218364197531, "iteration": 18519, "loss_box_reg": 0.3232734324410558, "loss_cls": 0.16443446883931756, "loss_rpn_cls": 0.024133989703841507, "loss_rpn_loc": 0.056335940840654075, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.838277525966987, "total_loss": 0.5732960586319678}
{"data_time": 0.03042802633717656, "eta_seconds": 28538.17963193124, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.14013327496473565, "fast_rcnn/fg_cls_accuracy": 0.8457433127572016, "iteration": 18539, "loss_box_reg": 0.32629628758877516, "loss_cls": 0.1762627474963665, "loss_rpn_cls": 0.02929797107935883, "loss_rpn_loc": 0.060608540778048337, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8464308278635144, "total_loss": 0.5921008060104214}
{"data_time": 0.027427397668361664, "eta_seconds": 28529.43798018014, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.1435806139380531, "fast_rcnn/fg_cls_accuracy": 0.8299062988027068, "iteration": 18559, "loss_box_reg": 0.3278120160102844, "loss_cls": 0.16419378062710166, "loss_rpn_cls": 0.0244080777047202, "loss_rpn_loc": 0.05666320468299091, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8477111048996449, "total_loss": 0.581686147255823}
{"data_time": 0.030910357367247343, "eta_seconds": 28517.123377993237, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.1779212769138756, "fast_rcnn/fg_cls_accuracy": 0.7968843450956937, "iteration": 18579, "loss_box_reg": 0.3354241522029042, "loss_cls": 0.1632043127901852, "loss_rpn_cls": 0.023609242867678404, "loss_rpn_loc": 0.058918538270518184, "lr": 0.02, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8485426099505275, "total_loss": 0.5806285331782419}
{"data_time": 0.029065675102174282, "eta_seconds": 28502.161890500225, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.134765625, "fast_rcnn/fg_cls_accuracy": 0.83984375, "iteration": 18599, "loss_box_reg": 0.3211116539314389, "loss_cls": 0.1504428000189364, "loss_rpn_cls": 0.024090865335892886, "loss_rpn_loc": 0.05305215355474502, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8427094898652285, "total_loss": 0.556960342975799}
{"data_time": 0.03894809051416814, "eta_seconds": 28485.34695177246, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.13424909607438018, "fast_rcnn/fg_cls_accuracy": 0.8190730837789661, "iteration": 18619, "loss_box_reg": 0.3164057116955519, "loss_cls": 0.1522174826823175, "loss_rpn_cls": 0.022663140203803778, "loss_rpn_loc": 0.05291447474155575, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8392575029283762, "total_loss": 0.55198839266086}
{"data_time": 0.026129496516659856, "eta_seconds": 28467.94970978424, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.1574227047439226, "fast_rcnn/fg_cls_accuracy": 0.8192471590909092, "iteration": 18639, "loss_box_reg": 0.31330153439193964, "loss_cls": 0.1623995932750404, "loss_rpn_cls": 0.026703988201916218, "loss_rpn_loc": 0.05261965561658144, "lr": 0.02, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.8396806770469993, "total_loss": 0.5795231570373289}
{"data_time": 0.028466931777074933, "eta_seconds": 28441.32494017179, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.16666666666666666, "fast_rcnn/fg_cls_accuracy": 0.831174438687392, "iteration": 18659, "loss_box_reg": 0.3289315653964877, "loss_cls": 0.16857254458591342, "loss_rpn_cls": 0.02518572990084067, "loss_rpn_loc": 0.05620680144056678, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8349513064604253, "total_loss": 0.5726565850782208}
{"data_time": 0.02992444415576756, "eta_seconds": 28426.948769616196, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.154296875, "fast_rcnn/fg_cls_accuracy": 0.7972035630841121, "iteration": 18679, "loss_box_reg": 0.3385974019765854, "loss_cls": 0.17058130912482738, "loss_rpn_cls": 0.020987861149478704, "loss_rpn_loc": 0.0533182667568326, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.8355540635529906, "total_loss": 0.5893983418936841}
{"data_time": 0.030360247008502483, "eta_seconds": 28407.70734619978, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.15359744990892532, "fast_rcnn/fg_cls_accuracy": 0.8422831632653061, "iteration": 18699, "loss_box_reg": 0.31887568440288305, "loss_cls": 0.15388424275442958, "loss_rpn_cls": 0.020222673381795175, "loss_rpn_loc": 0.0549829761730507, "lr": 0.02, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8406835761852562, "total_loss": 0.5397153373050969}
{"data_time": 0.028954088455066085, "eta_seconds": 28386.92164972378, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.11758251404494383, "fast_rcnn/fg_cls_accuracy": 0.8520760707171315, "iteration": 18719, "loss_box_reg": 0.32660550251603127, "loss_cls": 0.16127181937918067, "loss_rpn_cls": 0.02067838204675354, "loss_rpn_loc": 0.054197766818106174, "lr": 0.02, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8393226319458336, "total_loss": 0.5621679851901717}
{"data_time": 0.02729344950057566, "eta_seconds": 28363.177956729895, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.14921875, "fast_rcnn/fg_cls_accuracy": 0.8174832119549797, "iteration": 18739, "loss_box_reg": 0.32488789316266775, "loss_cls": 0.158271424472332, "loss_rpn_cls": 0.02135404499131255, "loss_rpn_loc": 0.05326215142849833, "lr": 0.02, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8443012470379472, "total_loss": 0.5577694643870927}
{"data_time": 0.03028705040924251, "eta_seconds": 28350.171479938086, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.11312598064853557, "fast_rcnn/fg_cls_accuracy": 0.8733974358974359, "iteration": 18759, "loss_box_reg": 0.3260987363755703, "loss_cls": 0.16543214255943894, "loss_rpn_cls": 0.025149653461994603, "loss_rpn_loc": 0.057216797140426934, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.840329474536702, "total_loss": 0.5780707941448782}
{"data_time": 0.03308700490742922, "eta_seconds": 28333.366897098254, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.1445792153339323, "fast_rcnn/fg_cls_accuracy": 0.8476800976800977, "iteration": 18779, "loss_box_reg": 0.3365901801735163, "loss_cls": 0.1625791904516518, "loss_rpn_cls": 0.02210888676927425, "loss_rpn_loc": 0.05466279783286154, "lr": 0.02, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8466316133271903, "total_loss": 0.5728901263792068}
{"data_time": 0.022817755350843072, "eta_seconds": 28322.604749480728, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.18359375, "fast_rcnn/fg_cls_accuracy": 0.7945705191798942, "iteration": 18799, "loss_box_reg": 0.3245855448767543, "loss_cls": 0.17289278004318476, "loss_rpn_cls": 0.026632367429556325, "loss_rpn_loc": 0.05213580233976245, "lr": 0.02, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8438845619093627, "total_loss": 0.5682084461441264}
{"data_time": 0.029268018435686827, "eta_seconds": 28309.92799658049, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.13421303353658537, "fast_rcnn/fg_cls_accuracy": 0.8484512405778895, "iteration": 18819, "loss_box_reg": 0.32428934751078486, "loss_cls": 0.1649924812372774, "loss_rpn_cls": 0.021849044074770063, "loss_rpn_loc": 0.053803819697350264, "lr": 0.02, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8416176729369909, "total_loss": 0.572516999556683}
{"data_time": 0.031186672393232584, "eta_seconds": 28289.1460124969, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1302899538193656, "fast_rcnn/fg_cls_accuracy": 0.8350404709345107, "iteration": 18839, "loss_box_reg": 0.3317028060555458, "loss_cls": 0.17279942706227303, "loss_rpn_cls": 0.028900220233481377, "loss_rpn_loc": 0.05368813336826861, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8384953343775123, "total_loss": 0.592918697395362}
{"data_time": 0.032021565129980445, "eta_seconds": 28264.836415760918, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.1171875, "fast_rcnn/fg_cls_accuracy": 0.845703125, "iteration": 18859, "loss_box_reg": 0.30668576434254646, "loss_cls": 0.14781773276627064, "loss_rpn_cls": 0.026691520120948553, "loss_rpn_loc": 0.052811883739195764, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8364286569412798, "total_loss": 0.5321875532681588}
{"data_time": 0.029267482459545135, "eta_seconds": 28238.703274170868, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.09658093398876405, "fast_rcnn/fg_cls_accuracy": 0.8514569256756757, "iteration": 18879, "loss_box_reg": 0.33055206574499607, "loss_cls": 0.16623017191886902, "loss_rpn_cls": 0.02253608760656789, "loss_rpn_loc": 0.05338473664596677, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8376203400548548, "total_loss": 0.5733542093948927}
{"data_time": 0.02362260175868869, "eta_seconds": 28226.64685852034, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.13134257047300527, "fast_rcnn/fg_cls_accuracy": 0.7928637432795699, "iteration": 18899, "loss_box_reg": 0.32556290458887815, "loss_cls": 0.16253608651459217, "loss_rpn_cls": 0.021638189267832786, "loss_rpn_loc": 0.0508001281414181, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8396605988964438, "total_loss": 0.5603857118403539}
{"data_time": 0.027446839958429337, "eta_seconds": 28210.19848395977, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.12564083137611434, "fast_rcnn/fg_cls_accuracy": 0.8586286839430894, "iteration": 18919, "loss_box_reg": 0.32297760900110006, "loss_cls": 0.15294236643239856, "loss_rpn_cls": 0.021401644858997315, "loss_rpn_loc": 0.05198875186033547, "lr": 0.02, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8460431187413633, "total_loss": 0.5521235766937025}
{"data_time": 0.025374169927090406, "eta_seconds": 28195.261414816836, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.16015625, "fast_rcnn/fg_cls_accuracy": 0.8197948042168675, "iteration": 18939, "loss_box_reg": 0.3273576833307743, "loss_cls": 0.17055630311369896, "loss_rpn_cls": 0.02343853161437437, "loss_rpn_loc": 0.05221311352215707, "lr": 0.02, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8402669501956552, "total_loss": 0.5790430392371491}
{"data_time": 0.02305802796036005, "eta_seconds": 28176.595912882127, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.16852543780193235, "fast_rcnn/fg_cls_accuracy": 0.8258195465686274, "iteration": 18959, "loss_box_reg": 0.3321041790768504, "loss_cls": 0.1643782644532621, "loss_rpn_cls": 0.02869785006623715, "loss_rpn_loc": 0.05820649862289429, "lr": 0.02, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8398858550935984, "total_loss": 0.575016307993792}
{"data_time": 0.031106272479519248, "eta_seconds": 28164.547184279654, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.1400094696969697, "fast_rcnn/fg_cls_accuracy": 0.828125, "iteration": 18979, "loss_box_reg": 0.3233100390061736, "loss_cls": 0.16515251528471708, "loss_rpn_cls": 0.02311068825656548, "loss_rpn_loc": 0.053885259199887514, "lr": 0.02, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.842151468154043, "total_loss": 0.5588336095679551}
{"data_time": 0.028462260030210018, "eta_seconds": 28146.574403672246, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.13036221590909092, "fast_rcnn/fg_cls_accuracy": 0.8112847222222221, "iteration": 18999, "loss_box_reg": 0.3240269161760807, "loss_cls": 0.16024083085358143, "loss_rpn_cls": 0.019943549094023183, "loss_rpn_loc": 0.05534808221273124, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.8424185386393219, "total_loss": 0.5640157038287725}
{"data_time": 0.029340956592932343, "eta_seconds": 28137.714893248398, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.15208333333333335, "fast_rcnn/fg_cls_accuracy": 0.8361522414921466, "iteration": 19019, "loss_box_reg": 0.32245910819619894, "loss_cls": 0.1652277377434075, "loss_rpn_cls": 0.022321057389490306, "loss_rpn_loc": 0.054309581173583865, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8432884206995368, "total_loss": 0.5635727035114542}
{"data_time": 0.03130422439426184, "eta_seconds": 28129.679315034533, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1375393907563025, "fast_rcnn/fg_cls_accuracy": 0.8238837345622865, "iteration": 19039, "loss_box_reg": 0.32283781841397285, "loss_cls": 0.1649540294893086, "loss_rpn_cls": 0.020303493278333917, "loss_rpn_loc": 0.05406321363989264, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8461544325109571, "total_loss": 0.5649613815476187}
{"data_time": 0.020339617505669594, "eta_seconds": 28105.795238098595, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.13986697965571204, "fast_rcnn/fg_cls_accuracy": 0.8467576291079812, "iteration": 19059, "loss_box_reg": 0.3122299062088132, "loss_cls": 0.1617571373935789, "loss_rpn_cls": 0.027412130002630875, "loss_rpn_loc": 0.05306644918164238, "lr": 0.02, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8395189195871353, "total_loss": 0.5630127813783474}
{"data_time": 0.027161819394677877, "eta_seconds": 28091.38991044555, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.15944320436507936, "fast_rcnn/fg_cls_accuracy": 0.8108578183046269, "iteration": 19079, "loss_box_reg": 0.31237134570255876, "loss_cls": 0.16327885957434773, "loss_rpn_cls": 0.030346389452461153, "loss_rpn_loc": 0.05131538899149746, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8443049725610763, "total_loss": 0.5635806480422616}
{"data_time": 0.02118539484217763, "eta_seconds": 28075.981620073086, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.15914130731441048, "fast_rcnn/fg_cls_accuracy": 0.812580898668639, "iteration": 19099, "loss_box_reg": 0.3390388395637274, "loss_cls": 0.1673509138636291, "loss_rpn_cls": 0.03205881698522717, "loss_rpn_loc": 0.054693529615178704, "lr": 0.02, "roi_head/num_bg_samples": 385.25, "roi_head/num_fg_samples": 126.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.838329293532297, "total_loss": 0.5975983462121803}
{"data_time": 0.023774353554472327, "eta_seconds": 28067.89023575373, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.16987270155586986, "fast_rcnn/fg_cls_accuracy": 0.816333912037037, "iteration": 19119, "loss_box_reg": 0.3251380482688546, "loss_cls": 0.16762473294511437, "loss_rpn_cls": 0.02780139006790705, "loss_rpn_loc": 0.05370016605593264, "lr": 0.02, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8441102909855545, "total_loss": 0.5802008964237757}
{"data_time": 0.02753978851251304, "eta_seconds": 28051.07354947366, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.14460801454647176, "fast_rcnn/fg_cls_accuracy": 0.8511339662447257, "iteration": 19139, "loss_box_reg": 0.32590288296341896, "loss_cls": 0.16672877501696348, "loss_rpn_cls": 0.0254803916614037, "loss_rpn_loc": 0.04807294672355056, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8380572339519858, "total_loss": 0.5894693668233231}
{"data_time": 0.02813692344352603, "eta_seconds": 28036.044334778795, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.1751835188254795, "fast_rcnn/fg_cls_accuracy": 0.817078025477707, "iteration": 19159, "loss_box_reg": 0.3120337827131152, "loss_cls": 0.15934600308537483, "loss_rpn_cls": 0.02604329923633486, "loss_rpn_loc": 0.054190401919186115, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.838213661685586, "total_loss": 0.5451313673402183}
{"data_time": 0.02836338197812438, "eta_seconds": 28019.226576262387, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.1245964617768595, "fast_rcnn/fg_cls_accuracy": 0.865234375, "iteration": 19179, "loss_box_reg": 0.32717373967170715, "loss_cls": 0.16968001518398523, "loss_rpn_cls": 0.026956852176226676, "loss_rpn_loc": 0.05334656947525218, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8359759550075978, "total_loss": 0.579526320885634}
{"data_time": 0.016342522110790014, "eta_seconds": 27990.050858232193, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.15248397435897437, "fast_rcnn/fg_cls_accuracy": 0.8415318416523236, "iteration": 19199, "loss_box_reg": 0.32320563215762377, "loss_cls": 0.16530637349933386, "loss_rpn_cls": 0.028887237305752933, "loss_rpn_loc": 0.05235716642346233, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8345615945290774, "total_loss": 0.5721248360932805}
{"data_time": 0.02116274693980813, "eta_seconds": 27975.112849844387, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1241740088105727, "fast_rcnn/fg_cls_accuracy": 0.865210843373494, "iteration": 19219, "loss_box_reg": 0.323226910084486, "loss_cls": 0.16588721564039588, "loss_rpn_cls": 0.0231530204473529, "loss_rpn_loc": 0.05698153586126864, "lr": 0.02, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8427572574000806, "total_loss": 0.564030331093818}
{"data_time": 0.02760563651099801, "eta_seconds": 27957.365589167923, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.12890625, "fast_rcnn/fg_cls_accuracy": 0.8352720450281426, "iteration": 19239, "loss_box_reg": 0.33407329581677914, "loss_cls": 0.17550312960520387, "loss_rpn_cls": 0.024131040059728548, "loss_rpn_loc": 0.049730969592928886, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8441716909874231, "total_loss": 0.5942895368789323}
{"data_time": 0.032504878705367446, "eta_seconds": 27939.61984860804, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.14892885220125784, "fast_rcnn/fg_cls_accuracy": 0.833984375, "iteration": 19259, "loss_box_reg": 0.3304875213652849, "loss_cls": 0.16878985054790974, "loss_rpn_cls": 0.02563241944881156, "loss_rpn_loc": 0.0556931578903459, "lr": 0.02, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8367011668160558, "total_loss": 0.578813839238137}
{"data_time": 0.03194256196729839, "eta_seconds": 27917.44057857967, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.1331806282722513, "fast_rcnn/fg_cls_accuracy": 0.8543193717277486, "iteration": 19279, "loss_box_reg": 0.3341138269752264, "loss_cls": 0.16439124383032322, "loss_rpn_cls": 0.024245864595286548, "loss_rpn_loc": 0.05449818505439907, "lr": 0.02, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8404940594919026, "total_loss": 0.587622714752797}
{"data_time": 0.028417478781193495, "eta_seconds": 27907.393110219156, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.16281727620087336, "fast_rcnn/fg_cls_accuracy": 0.828125, "iteration": 19299, "loss_box_reg": 0.324457798153162, "loss_cls": 0.1621923721395433, "loss_rpn_cls": 0.023248131677974015, "loss_rpn_loc": 0.05322800134308636, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8430995990056545, "total_loss": 0.5790590097021777}
{"data_time": 0.03483928693458438, "eta_seconds": 27902.689861921594, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.12678571428571428, "fast_rcnn/fg_cls_accuracy": 0.8565476190476191, "iteration": 19319, "loss_box_reg": 0.3336584446951747, "loss_cls": 0.16591807315126061, "loss_rpn_cls": 0.0248915524862241, "loss_rpn_loc": 0.050751550938002765, "lr": 0.02, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8439017294440418, "total_loss": 0.5827434905222617}
{"data_time": 0.019985133549198508, "eta_seconds": 27888.679670828627, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.142578125, "fast_rcnn/fg_cls_accuracy": 0.8327669562780269, "iteration": 19339, "loss_box_reg": 0.33703430462628603, "loss_cls": 0.17348137497901917, "loss_rpn_cls": 0.023893069272162393, "loss_rpn_loc": 0.05380858143325895, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8413827589247376, "total_loss": 0.5921379131323192}
{"data_time": 0.02899482543580234, "eta_seconds": 27872.489973608404, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.134765625, "fast_rcnn/fg_cls_accuracy": 0.8571822277607362, "iteration": 19359, "loss_box_reg": 0.3302335198968649, "loss_cls": 0.16295216092839837, "loss_rpn_cls": 0.023338694882113487, "loss_rpn_loc": 0.05386692110914737, "lr": 0.02, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8414841669145972, "total_loss": 0.5794718387187459}
{"data_time": 0.02875125245191157, "eta_seconds": 27850.195619529113, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.11279035762032086, "fast_rcnn/fg_cls_accuracy": 0.8648726851851851, "iteration": 19379, "loss_box_reg": 0.32509446516633034, "loss_cls": 0.16033304249867797, "loss_rpn_cls": 0.02315308799734339, "loss_rpn_loc": 0.05278407328296453, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8356723166070879, "total_loss": 0.5694499681994785}
{"data_time": 0.031077935360372066, "eta_seconds": 27835.415964541957, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.14399558280590719, "fast_rcnn/fg_cls_accuracy": 0.8131974101115856, "iteration": 19399, "loss_box_reg": 0.3356780055910349, "loss_cls": 0.17088563926517963, "loss_rpn_cls": 0.022540243226103485, "loss_rpn_loc": 0.05488751898519695, "lr": 0.02, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.8451859110500664, "total_loss": 0.5800600368529558}
{"data_time": 0.02160676708444953, "eta_seconds": 27817.413474065484, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.13303834808259588, "fast_rcnn/fg_cls_accuracy": 0.8630565542035398, "iteration": 19419, "loss_box_reg": 0.3231113739311695, "loss_cls": 0.16877084132283926, "loss_rpn_cls": 0.023060380306560546, "loss_rpn_loc": 0.05525499430950731, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8428485235199332, "total_loss": 0.5743388434639201}
{"data_time": 0.028459525434300303, "eta_seconds": 27805.207779411227, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.15793698200552528, "fast_rcnn/fg_cls_accuracy": 0.8320974576271186, "iteration": 19439, "loss_box_reg": 0.32570148538798094, "loss_cls": 0.15989455813542008, "loss_rpn_cls": 0.021247174037853256, "loss_rpn_loc": 0.05003153905272484, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8456670164596289, "total_loss": 0.5584715896111447}
{"data_time": 0.02994929230771959, "eta_seconds": 27790.748937980272, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.16115920608108109, "fast_rcnn/fg_cls_accuracy": 0.8040488182874854, "iteration": 19459, "loss_box_reg": 0.3327932693064213, "loss_cls": 0.1651185005903244, "loss_rpn_cls": 0.02312954654917121, "loss_rpn_loc": 0.05555206909775734, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.842096087988466, "total_loss": 0.5820579212158918}
{"data_time": 0.031539547024294734, "eta_seconds": 27770.568410286913, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.14364583333333333, "fast_rcnn/fg_cls_accuracy": 0.8345070422535211, "iteration": 19479, "loss_box_reg": 0.3300279974937439, "loss_cls": 0.1609800043515861, "loss_rpn_cls": 0.020846520666964352, "loss_rpn_loc": 0.052857858245261014, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.8367431059014052, "total_loss": 0.5591246030089678}
{"data_time": 0.02533965650945902, "eta_seconds": 27747.565676175058, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.13429354265402843, "fast_rcnn/fg_cls_accuracy": 0.8543526785714286, "iteration": 19499, "loss_box_reg": 0.3128143548965454, "loss_cls": 0.15617670258507133, "loss_rpn_cls": 0.02220694301649928, "loss_rpn_loc": 0.04826564900577068, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8369723414070904, "total_loss": 0.5483580761356279}
{"data_time": 0.023933204589411616, "eta_seconds": 27730.749479286373, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.8616585809581565, "iteration": 19519, "loss_box_reg": 0.32353079225867987, "loss_cls": 0.16261089919134974, "loss_rpn_cls": 0.02172954590059817, "loss_rpn_loc": 0.055872424971312284, "lr": 0.02, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8370934277772903, "total_loss": 0.5709701713058166}
{"data_time": 0.021976881893351674, "eta_seconds": 27705.658995389706, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.2025, "fast_rcnn/fg_cls_accuracy": 0.7800805987334485, "iteration": 19539, "loss_box_reg": 0.31770599260926247, "loss_cls": 0.16257582185789943, "loss_rpn_cls": 0.02272039098897949, "loss_rpn_loc": 0.05271266307681799, "lr": 0.02, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8319005880039185, "total_loss": 0.5527069505769759}
{"data_time": 0.024847964523360133, "eta_seconds": 27683.89433704177, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.11224145683453238, "fast_rcnn/fg_cls_accuracy": 0.8560601344621515, "iteration": 19559, "loss_box_reg": 0.32884885743260384, "loss_cls": 0.16711379727348685, "loss_rpn_cls": 0.020310608786530793, "loss_rpn_loc": 0.0533665765542537, "lr": 0.02, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8395629865117371, "total_loss": 0.5807779953756835}
{"data_time": 0.02742724376730621, "eta_seconds": 27664.19732279773, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.13358608385370205, "fast_rcnn/fg_cls_accuracy": 0.8534128289473684, "iteration": 19579, "loss_box_reg": 0.32328121084719896, "loss_cls": 0.16311760991811752, "loss_rpn_cls": 0.023317198239965364, "loss_rpn_loc": 0.0566471345955506, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8429315155372024, "total_loss": 0.5710214683058439}
{"data_time": 0.022829878609627485, "eta_seconds": 27646.66037107841, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.11537578886976477, "fast_rcnn/fg_cls_accuracy": 0.8514840612449799, "iteration": 19599, "loss_box_reg": 0.32201408687978983, "loss_cls": 0.1578805702738464, "loss_rpn_cls": 0.024118323781294748, "loss_rpn_loc": 0.0541835444746539, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.840822588885203, "total_loss": 0.5558811587688979}
{"data_time": 0.030260392231866717, "eta_seconds": 27630.584495334653, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.12532722513089006, "fast_rcnn/fg_cls_accuracy": 0.8404796511627908, "iteration": 19619, "loss_box_reg": 0.3272136300802231, "loss_cls": 0.1608351580798626, "loss_rpn_cls": 0.022868958752951585, "loss_rpn_loc": 0.05286879604682326, "lr": 0.02, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8404081414919347, "total_loss": 0.5695551473181695}
{"data_time": 0.02566920011304319, "eta_seconds": 27620.223454321735, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.12937898089171973, "fast_rcnn/fg_cls_accuracy": 0.8231786230872689, "iteration": 19639, "loss_box_reg": 0.3310666847974062, "loss_cls": 0.16741412808187306, "loss_rpn_cls": 0.023343366716289893, "loss_rpn_loc": 0.05529184336774051, "lr": 0.02, "roi_head/num_bg_samples": 385.25, "roi_head/num_fg_samples": 126.75, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.8431891039945185, "total_loss": 0.5619429711368866}
{"data_time": 0.030734441941604018, "eta_seconds": 27610.292705903063, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.1570002069536424, "fast_rcnn/fg_cls_accuracy": 0.8230289152298851, "iteration": 19659, "loss_box_reg": 0.32142598927021027, "loss_cls": 0.15904165711253881, "loss_rpn_cls": 0.022610981308389455, "loss_rpn_loc": 0.050975073245354, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.842993940692395, "total_loss": 0.5647534031886607}
{"data_time": 0.028683032607659698, "eta_seconds": 27593.039475388825, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.12234462780898876, "fast_rcnn/fg_cls_accuracy": 0.8241748595505618, "iteration": 19679, "loss_box_reg": 0.31766884960234165, "loss_cls": 0.15620678570121527, "loss_rpn_cls": 0.02430865989299491, "loss_rpn_loc": 0.06096539553254843, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8351760085206479, "total_loss": 0.5701733875321224}
{"data_time": 0.024369849590584636, "eta_seconds": 27576.663653552765, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.13213394953051644, "fast_rcnn/fg_cls_accuracy": 0.8453923541247486, "iteration": 19699, "loss_box_reg": 0.3266205498948693, "loss_cls": 0.16992853512056172, "loss_rpn_cls": 0.02345845621312037, "loss_rpn_loc": 0.05846125876996666, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.8440849899780005, "total_loss": 0.5792343000648543}
{"data_time": 0.024931196589022875, "eta_seconds": 27559.849127377616, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.14514243197278912, "fast_rcnn/fg_cls_accuracy": 0.8475499574829932, "iteration": 19719, "loss_box_reg": 0.3215766651555896, "loss_cls": 0.16078177420422435, "loss_rpn_cls": 0.022342473530443385, "loss_rpn_loc": 0.05049520649481565, "lr": 0.02, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.8398271717596799, "total_loss": 0.5598894459544681}
{"data_time": 0.030812936834990978, "eta_seconds": 27543.034601202467, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.14564732142857142, "fast_rcnn/fg_cls_accuracy": 0.8269445398351649, "iteration": 19739, "loss_box_reg": 0.3154611708596349, "loss_cls": 0.15802009240724146, "loss_rpn_cls": 0.0204393893291126, "loss_rpn_loc": 0.054829400265589356, "lr": 0.02, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8438323480077088, "total_loss": 0.5451269135810435}
{"data_time": 0.02749931183643639, "eta_seconds": 27525.014015471097, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.11843016544824933, "fast_rcnn/fg_cls_accuracy": 0.8624749112243323, "iteration": 19759, "loss_box_reg": 0.3267622347921133, "loss_cls": 0.16200673626735806, "loss_rpn_cls": 0.02363093485473655, "loss_rpn_loc": 0.05168591975234449, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8371526671107858, "total_loss": 0.5648338914616033}
{"data_time": 0.02951705316081643, "eta_seconds": 27506.95073141274, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.15021735926908342, "fast_rcnn/fg_cls_accuracy": 0.8285331765935214, "iteration": 19779, "loss_box_reg": 0.32803687639534473, "loss_cls": 0.16326887719333172, "loss_rpn_cls": 0.02173446089727804, "loss_rpn_loc": 0.05454489553812891, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8398410701192915, "total_loss": 0.577606010105228}
{"data_time": 0.037142063956707716, "eta_seconds": 27492.59102267702, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.13975155279503104, "fast_rcnn/fg_cls_accuracy": 0.8371394230769231, "iteration": 19799, "loss_box_reg": 0.3090906413272023, "loss_cls": 0.15417753672227263, "loss_rpn_cls": 0.020578656083671376, "loss_rpn_loc": 0.054353021550923586, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 197.5, "rpn/num_pos_anchors": 58.5, "time": 0.8445289628580213, "total_loss": 0.5363593853253406}
{"data_time": 0.026506060967221856, "eta_seconds": 27476.350004862063, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.12075537075537075, "fast_rcnn/fg_cls_accuracy": 0.8559670781893004, "iteration": 19819, "loss_box_reg": 0.31813446525484324, "loss_cls": 0.15503925317898393, "loss_rpn_cls": 0.024209561554016545, "loss_rpn_loc": 0.05376249982509762, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.8441498964093626, "total_loss": 0.5622893448453397}
{"data_time": 0.037896398454904556, "eta_seconds": 27467.352915076073, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.14000166223404253, "fast_rcnn/fg_cls_accuracy": 0.8331101190476191, "iteration": 19839, "loss_box_reg": 0.326963696628809, "loss_cls": 0.16269042855128646, "loss_rpn_cls": 0.026241419021971524, "loss_rpn_loc": 0.05708053079433739, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8465081581380218, "total_loss": 0.5721279373392463}
{"data_time": 0.028304161969572306, "eta_seconds": 27448.591054609045, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.15279386218876664, "fast_rcnn/fg_cls_accuracy": 0.8167342211928199, "iteration": 19859, "loss_box_reg": 0.31573205860331655, "loss_cls": 0.16027202876284719, "loss_rpn_cls": 0.02190318872453645, "loss_rpn_loc": 0.04911779332906008, "lr": 0.02, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8387481938116252, "total_loss": 0.557708887179615}
{"data_time": 0.025994647527113557, "eta_seconds": 27432.78543394967, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.1356786121089985, "fast_rcnn/fg_cls_accuracy": 0.8623336943069306, "iteration": 19879, "loss_box_reg": 0.3252152297645807, "loss_cls": 0.17276765825226903, "loss_rpn_cls": 0.0208850325725507, "loss_rpn_loc": 0.05048133945092559, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.839875838952139, "total_loss": 0.5715603069402277}
{"data_time": 0.02556360512971878, "eta_seconds": 27417.34958795202, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.11302168151483219, "fast_rcnn/fg_cls_accuracy": 0.8745235669270539, "iteration": 19899, "loss_box_reg": 0.3271524105221033, "loss_cls": 0.15863110683858395, "loss_rpn_cls": 0.02349794004112482, "loss_rpn_loc": 0.051135684800101444, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8417679953854531, "total_loss": 0.5711699909297749}
{"data_time": 0.032780829118564725, "eta_seconds": 27396.450001447694, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.11502594433760296, "fast_rcnn/fg_cls_accuracy": 0.863276434329066, "iteration": 19919, "loss_box_reg": 0.32156901992857456, "loss_cls": 0.15413708752021194, "loss_rpn_cls": 0.02515136936563067, "loss_rpn_loc": 0.051840416505001485, "lr": 0.02, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.839660321129486, "total_loss": 0.5604983567609452}
{"data_time": 0.03132133395411074, "eta_seconds": 27379.632561834762, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.11421130952380952, "fast_rcnn/fg_cls_accuracy": 0.8353656106794183, "iteration": 19939, "loss_box_reg": 0.32421096600592136, "loss_cls": 0.15954050095751882, "loss_rpn_cls": 0.022687562508508563, "loss_rpn_loc": 0.061612281017005444, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8415213983971626, "total_loss": 0.5664270607812796}
{"data_time": 0.026345607126131654, "eta_seconds": 27362.81512222183, "fast_rcnn/cls_accuracy": 0.9248046875, "fast_rcnn/false_negative": 0.1743798552259887, "fast_rcnn/fg_cls_accuracy": 0.7979083994708995, "iteration": 19959, "loss_box_reg": 0.33095601201057434, "loss_cls": 0.1626351778395474, "loss_rpn_cls": 0.022598714422201738, "loss_rpn_loc": 0.05716136691626161, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.837576086865738, "total_loss": 0.5797822036256548}
{"data_time": 0.024605637649074197, "eta_seconds": 27343.976950846612, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.13162364130434784, "fast_rcnn/fg_cls_accuracy": 0.8556058114035088, "iteration": 19979, "loss_box_reg": 0.31818026676774025, "loss_cls": 0.16149481339380145, "loss_rpn_cls": 0.027822083196952008, "loss_rpn_loc": 0.0532336748437956, "lr": 0.02, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.8397173017729074, "total_loss": 0.5720141255587805}
{"data_time": 0.03099114797078073, "eta_seconds": 27329.49690125021, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.11152109858621902, "fast_rcnn/fg_cls_accuracy": 0.8547813350073237, "iteration": 19999, "loss_box_reg": 0.3025772045366466, "loss_cls": 0.1520023630000651, "loss_rpn_cls": 0.02213514904724434, "loss_rpn_loc": 0.051515799248591065, "lr": 0.02, "roi_head/num_bg_samples": 422.75, "roi_head/num_fg_samples": 89.25, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.843764906283468, "total_loss": 0.5450805679429322}
{"data_time": 0.03241865406744182, "eta_seconds": 27314.208191985497, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.13466183574879226, "fast_rcnn/fg_cls_accuracy": 0.8414672151583147, "iteration": 20019, "loss_box_reg": 0.32722242176532745, "loss_cls": 0.16208732035011053, "loss_rpn_cls": 0.024915106914704666, "loss_rpn_loc": 0.05356356385163963, "lr": 0.02, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8428610118571669, "total_loss": 0.5618562051677145}
{"data_time": 0.035237252712249756, "eta_seconds": 27291.38635622617, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.14415584415584415, "fast_rcnn/fg_cls_accuracy": 0.8530539772727272, "iteration": 20039, "loss_box_reg": 0.3130395943298936, "loss_cls": 0.16229127999395132, "loss_rpn_cls": 0.02069079113425687, "loss_rpn_loc": 0.05283463024534285, "lr": 0.02, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8427050069440156, "total_loss": 0.5596253382391296}
{"data_time": 0.028895155526697636, "eta_seconds": 27273.1803500643, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.12127268689560494, "fast_rcnn/fg_cls_accuracy": 0.814453125, "iteration": 20059, "loss_box_reg": 0.31928660348057747, "loss_cls": 0.16836452716961503, "loss_rpn_cls": 0.022891748987603933, "loss_rpn_loc": 0.05055050924420357, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.835357220377773, "total_loss": 0.5732014514214825}
{"data_time": 0.02750494168139994, "eta_seconds": 27257.756601928733, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.16099883404586085, "fast_rcnn/fg_cls_accuracy": 0.809538810483871, "iteration": 20079, "loss_box_reg": 0.32050817366689444, "loss_cls": 0.15887701185420156, "loss_rpn_cls": 0.021457478578668088, "loss_rpn_loc": 0.054002633318305016, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8451629679184407, "total_loss": 0.5574298789142631}
{"data_time": 0.025745983235538006, "eta_seconds": 27243.0797695145, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.14588422533126064, "fast_rcnn/fg_cls_accuracy": 0.8206365993449782, "iteration": 20099, "loss_box_reg": 0.3135574711486697, "loss_cls": 0.16040808847174048, "loss_rpn_cls": 0.02419040712993592, "loss_rpn_loc": 0.057422715006396174, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.8398961741477251, "total_loss": 0.566265819594264}
{"data_time": 0.022748690098524094, "eta_seconds": 27221.12929414981, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.11677850003494793, "fast_rcnn/fg_cls_accuracy": 0.8620778093434344, "iteration": 20119, "loss_box_reg": 0.32156832702457905, "loss_cls": 0.1691187722608447, "loss_rpn_cls": 0.021894496021559462, "loss_rpn_loc": 0.05478217336349189, "lr": 0.02, "roi_head/num_bg_samples": 387.25, "roi_head/num_fg_samples": 124.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8395695455837995, "total_loss": 0.5696722082211636}
{"data_time": 0.0268953547347337, "eta_seconds": 27205.115677863127, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.1439534646392489, "fast_rcnn/fg_cls_accuracy": 0.8286174373130895, "iteration": 20139, "loss_box_reg": 0.32139398623257875, "loss_cls": 0.16404484119266272, "loss_rpn_cls": 0.024214238714193925, "loss_rpn_loc": 0.04975427675526589, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8399264104664326, "total_loss": 0.5620872426370624}
{"data_time": 0.02888930100016296, "eta_seconds": 27183.66095205187, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.1539686584278252, "fast_rcnn/fg_cls_accuracy": 0.8258883814191824, "iteration": 20159, "loss_box_reg": 0.32917162869125605, "loss_cls": 0.16437506256625056, "loss_rpn_cls": 0.02286326832836494, "loss_rpn_loc": 0.05408522125799209, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.834333827951923, "total_loss": 0.567146182525903}
{"data_time": 0.01718469662591815, "eta_seconds": 27165.89327749354, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.14817330917874397, "fast_rcnn/fg_cls_accuracy": 0.8073489010989011, "iteration": 20179, "loss_box_reg": 0.3197930697351694, "loss_cls": 0.1655251244083047, "loss_rpn_cls": 0.021651273302268237, "loss_rpn_loc": 0.05642401066143066, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.8349603060632944, "total_loss": 0.5682234924752265}
{"data_time": 0.024715004488825798, "eta_seconds": 27153.375420175027, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.13066552796925518, "fast_rcnn/fg_cls_accuracy": 0.849112426035503, "iteration": 20199, "loss_box_reg": 0.2990099573507905, "loss_cls": 0.14971697982400656, "loss_rpn_cls": 0.025436326337512583, "loss_rpn_loc": 0.05325506394729018, "lr": 0.02, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8367645039688796, "total_loss": 0.5240447007672628}
{"data_time": 0.02781644626520574, "eta_seconds": 27128.491100934334, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.1321957236842105, "fast_rcnn/fg_cls_accuracy": 0.8620183270676691, "iteration": 20219, "loss_box_reg": 0.32703514862805605, "loss_cls": 0.16296552401036024, "loss_rpn_cls": 0.024912315886467695, "loss_rpn_loc": 0.055583554902113974, "lr": 0.02, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.8374041495844722, "total_loss": 0.5876344304706436}
{"data_time": 0.02615564502775669, "eta_seconds": 27111.68338673655, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.15161418102594573, "fast_rcnn/fg_cls_accuracy": 0.8483858189740543, "iteration": 20239, "loss_box_reg": 0.30995800625532866, "loss_cls": 0.15425607468932867, "loss_rpn_cls": 0.024624543730169535, "loss_rpn_loc": 0.052102922927588224, "lr": 0.02, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.8426600047387183, "total_loss": 0.5481861035223119}
{"data_time": 0.028956336667761207, "eta_seconds": 27097.687056599418, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.17581326844262296, "fast_rcnn/fg_cls_accuracy": 0.7966933139534884, "iteration": 20259, "loss_box_reg": 0.3038942152634263, "loss_cls": 0.15397394262254238, "loss_rpn_cls": 0.02895026985788718, "loss_rpn_loc": 0.04945776693057269, "lr": 0.02, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8373006440233439, "total_loss": 0.5386584223306272}
{"data_time": 0.03514923108741641, "eta_seconds": 27081.88978064293, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.848003848003848, "iteration": 20279, "loss_box_reg": 0.33001680951565504, "loss_cls": 0.16538871359080076, "loss_rpn_cls": 0.026627562707290053, "loss_rpn_loc": 0.055200949776917696, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8429206099826843, "total_loss": 0.5877654000651091}
{"data_time": 0.025183663237839937, "eta_seconds": 27067.05475137825, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.140625, "fast_rcnn/fg_cls_accuracy": 0.8470010080645161, "iteration": 20299, "loss_box_reg": 0.3317224411293864, "loss_cls": 0.16448064940050244, "loss_rpn_cls": 0.025468922860454768, "loss_rpn_loc": 0.05313594976905733, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8455731058493257, "total_loss": 0.5809399288264103}
{"data_time": 0.02506094495765865, "eta_seconds": 27044.45252994541, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.1303949357520786, "fast_rcnn/fg_cls_accuracy": 0.8418595838500758, "iteration": 20319, "loss_box_reg": 0.3255372643470764, "loss_cls": 0.16913947649300098, "loss_rpn_cls": 0.02575443626847118, "loss_rpn_loc": 0.0565521284006536, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8437846016604453, "total_loss": 0.5860921452695038}
{"data_time": 0.023162990575656295, "eta_seconds": 27026.80353149539, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.162109375, "fast_rcnn/fg_cls_accuracy": 0.817658569262772, "iteration": 20339, "loss_box_reg": 0.34135743882507086, "loss_cls": 0.17636830359697342, "loss_rpn_cls": 0.031010449049063027, "loss_rpn_loc": 0.05937492137309164, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8403399521484971, "total_loss": 0.593092966300901}
{"data_time": 0.019213710445910692, "eta_seconds": 27008.609829282388, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.12889756944444444, "fast_rcnn/fg_cls_accuracy": 0.8387586805555556, "iteration": 20359, "loss_box_reg": 0.3121792497113347, "loss_cls": 0.1716571724973619, "loss_rpn_cls": 0.02597402158426121, "loss_rpn_loc": 0.05706583824940026, "lr": 0.02, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8387343054637313, "total_loss": 0.5762005094438791}
{"data_time": 0.03362296847626567, "eta_seconds": 26996.83030752861, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.15393249085467242, "fast_rcnn/fg_cls_accuracy": 0.8219132965686274, "iteration": 20379, "loss_box_reg": 0.3248073346912861, "loss_cls": 0.17243597796186805, "loss_rpn_cls": 0.02686053467914462, "loss_rpn_loc": 0.05362646380672231, "lr": 0.02, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8431175234727561, "total_loss": 0.5810913944442291}
{"data_time": 0.01882878364995122, "eta_seconds": 26976.381958413403, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.09625771604938271, "fast_rcnn/fg_cls_accuracy": 0.8925858092524759, "iteration": 20399, "loss_box_reg": 0.3429587259888649, "loss_cls": 0.1693088235333562, "loss_rpn_cls": 0.023035089543554932, "loss_rpn_loc": 0.05304474045988172, "lr": 0.02, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8362858060281724, "total_loss": 0.6041583402547985}
{"data_time": 0.02695152908563614, "eta_seconds": 26956.930735057686, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.11900913382594416, "fast_rcnn/fg_cls_accuracy": 0.8352083333333333, "iteration": 20419, "loss_box_reg": 0.3338252864778042, "loss_cls": 0.17551110964268446, "loss_rpn_cls": 0.023944794898852706, "loss_rpn_loc": 0.05373482231516391, "lr": 0.02, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8372747933026403, "total_loss": 0.5836811294720974}
{"data_time": 0.02319042873568833, "eta_seconds": 26938.306129203178, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.1567033926039053, "fast_rcnn/fg_cls_accuracy": 0.8215333054042732, "iteration": 20439, "loss_box_reg": 0.3282640865072608, "loss_cls": 0.15882319957017899, "loss_rpn_cls": 0.022372915234882385, "loss_rpn_loc": 0.051282103871926665, "lr": 0.02, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8437796521466225, "total_loss": 0.5571749865775928}
{"data_time": 0.020423873560503125, "eta_seconds": 26919.708836496575, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.12811596820809248, "fast_rcnn/fg_cls_accuracy": 0.83671875, "iteration": 20459, "loss_box_reg": 0.31389433424919844, "loss_cls": 0.1733910907059908, "loss_rpn_cls": 0.02510405477369204, "loss_rpn_loc": 0.05433199688559398, "lr": 0.02, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 200.75, "rpn/num_pos_anchors": 55.25, "time": 0.8403928379993886, "total_loss": 0.5720158582844306}
{"data_time": 0.021399602526798844, "eta_seconds": 26907.10155332554, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.1655489269698911, "fast_rcnn/fg_cls_accuracy": 0.8238250073898906, "iteration": 20479, "loss_box_reg": 0.32808545511215925, "loss_cls": 0.15603489009663463, "loss_rpn_cls": 0.020610428997315466, "loss_rpn_loc": 0.05046680523082614, "lr": 0.02, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8414151524193585, "total_loss": 0.5527742740305257}
{"data_time": 0.029642778914421797, "eta_seconds": 26894.726314642467, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.14575471698113207, "fast_rcnn/fg_cls_accuracy": 0.845703125, "iteration": 20499, "loss_box_reg": 0.31314901169389486, "loss_cls": 0.1608978435397148, "loss_rpn_cls": 0.02472794496861752, "loss_rpn_loc": 0.05689728196011856, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8465627224650234, "total_loss": 0.557920960985939}
{"data_time": 0.023834723746404052, "eta_seconds": 26884.420491297962, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.1454598883338231, "fast_rcnn/fg_cls_accuracy": 0.832922149122807, "iteration": 20519, "loss_box_reg": 0.31998080387711525, "loss_cls": 0.15779848815873265, "loss_rpn_cls": 0.02291071630315855, "loss_rpn_loc": 0.05174866353627294, "lr": 0.02, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8446373029146343, "total_loss": 0.5546427813824266}
{"data_time": 0.03166435216553509, "eta_seconds": 26879.35049277381, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.14802143916067967, "fast_rcnn/fg_cls_accuracy": 0.8478787579113924, "iteration": 20539, "loss_box_reg": 0.33072523307055235, "loss_cls": 0.16862771846354008, "loss_rpn_cls": 0.022360782604664564, "loss_rpn_loc": 0.05442495422903448, "lr": 0.02, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8439252898097038, "total_loss": 0.5602502120018471}
{"data_time": 0.0297017190605402, "eta_seconds": 26865.996065018233, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.13258272058823528, "fast_rcnn/fg_cls_accuracy": 0.8596047794117647, "iteration": 20559, "loss_box_reg": 0.31095200404524803, "loss_cls": 0.1645685164257884, "loss_rpn_cls": 0.02790330140851438, "loss_rpn_loc": 0.05318537703715265, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.8408231607172638, "total_loss": 0.5500328114721924}
{"data_time": 0.028250937815755606, "eta_seconds": 26842.498969170265, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.1526202880784554, "fast_rcnn/fg_cls_accuracy": 0.8183840981012658, "iteration": 20579, "loss_box_reg": 0.31896430160850286, "loss_cls": 0.1631074717734009, "loss_rpn_cls": 0.023312545497901738, "loss_rpn_loc": 0.051349860441405326, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8381714019924402, "total_loss": 0.5443547638133168}
{"data_time": 0.030692694475874305, "eta_seconds": 26825.680887675844, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.1193704044117647, "fast_rcnn/fg_cls_accuracy": 0.8509491219008265, "iteration": 20599, "loss_box_reg": 0.3207641951739788, "loss_cls": 0.16253751795738935, "loss_rpn_cls": 0.0227086465456523, "loss_rpn_loc": 0.05143261095508933, "lr": 0.02, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8410808956250548, "total_loss": 0.5771749514969997}
{"data_time": 0.03104831906966865, "eta_seconds": 26808.232255324954, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1305773729946524, "fast_rcnn/fg_cls_accuracy": 0.8467298666007905, "iteration": 20619, "loss_box_reg": 0.3183178510516882, "loss_cls": 0.1666974052786827, "loss_rpn_cls": 0.02621125301811844, "loss_rpn_loc": 0.04907730675768107, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.8391869957558811, "total_loss": 0.5632928642444313}
{"data_time": 0.02898112265393138, "eta_seconds": 26784.595521656564, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.14175387041284404, "fast_rcnn/fg_cls_accuracy": 0.79296875, "iteration": 20639, "loss_box_reg": 0.32127754110842943, "loss_cls": 0.17356124054640532, "loss_rpn_cls": 0.025134508206974715, "loss_rpn_loc": 0.053060357575304806, "lr": 0.02, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8393375684972852, "total_loss": 0.5641691694472684}
{"data_time": 0.02782011590898037, "eta_seconds": 26762.498138029594, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.15883467440119758, "fast_rcnn/fg_cls_accuracy": 0.8236461470883534, "iteration": 20659, "loss_box_reg": 0.3285839520394802, "loss_cls": 0.1683641723357141, "loss_rpn_cls": 0.021686530933948234, "loss_rpn_loc": 0.05140360217774287, "lr": 0.02, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8390104696154594, "total_loss": 0.5796631409612019}
{"data_time": 0.027681784937158227, "eta_seconds": 26747.997192067327, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.14922591743119268, "fast_rcnn/fg_cls_accuracy": 0.8384240776431717, "iteration": 20679, "loss_box_reg": 0.31601010635495186, "loss_cls": 0.1585967717692256, "loss_rpn_cls": 0.026068303064676, "loss_rpn_loc": 0.05143208568915725, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8436180215794593, "total_loss": 0.5606641552585643}
{"data_time": 0.027650923933833838, "eta_seconds": 26737.583042416954, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.1451401189271255, "fast_rcnn/fg_cls_accuracy": 0.8374340503246753, "iteration": 20699, "loss_box_reg": 0.33547729067504406, "loss_cls": 0.16680319793522358, "loss_rpn_cls": 0.024533075571525842, "loss_rpn_loc": 0.05429043562617153, "lr": 0.02, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.84532031416893, "total_loss": 0.5795862140512327}
{"data_time": 0.01828512386418879, "eta_seconds": 26724.06206020224, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.14588318085855034, "fast_rcnn/fg_cls_accuracy": 0.8388218169363815, "iteration": 20719, "loss_box_reg": 0.3176190787926316, "loss_cls": 0.16726609785109758, "loss_rpn_cls": 0.024327726918272674, "loss_rpn_loc": 0.05560585734201595, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8447425966151059, "total_loss": 0.5645034962508362}
{"data_time": 0.021584717789664865, "eta_seconds": 26706.113585015293, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.13831822273662553, "fast_rcnn/fg_cls_accuracy": 0.8412194293478261, "iteration": 20739, "loss_box_reg": 0.3202632386237383, "loss_cls": 0.16340240463614464, "loss_rpn_cls": 0.0253795959870331, "loss_rpn_loc": 0.05893990519689396, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8409613117109984, "total_loss": 0.5677006121550221}
{"data_time": 0.025989353889599442, "eta_seconds": 26687.136358899297, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.1404765168128655, "fast_rcnn/fg_cls_accuracy": 0.8439766081871345, "iteration": 20759, "loss_box_reg": 0.32924079336225986, "loss_cls": 0.17103030905127525, "loss_rpn_cls": 0.027294827945297584, "loss_rpn_loc": 0.057376962155103683, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8355875983834267, "total_loss": 0.5960696641122922}
{"data_time": 0.026580182369798422, "eta_seconds": 26673.609156781575, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.10779516766543415, "fast_rcnn/fg_cls_accuracy": 0.8484312996031746, "iteration": 20779, "loss_box_reg": 0.31046425085514784, "loss_cls": 0.1683790972456336, "loss_rpn_cls": 0.026323293277528137, "loss_rpn_loc": 0.0560329295694828, "lr": 0.02, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8459142604842782, "total_loss": 0.5686453272937797}
{"data_time": 0.017437720904126763, "eta_seconds": 26646.296359500848, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.14629326135158582, "fast_rcnn/fg_cls_accuracy": 0.8351265533625731, "iteration": 20799, "loss_box_reg": 0.3240134110674262, "loss_cls": 0.16181202186271548, "loss_rpn_cls": 0.024336747446795925, "loss_rpn_loc": 0.05513377976603806, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8411700956057757, "total_loss": 0.5740526540321298}
{"data_time": 0.032671933295205235, "eta_seconds": 26629.48534637224, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.15987612051792827, "fast_rcnn/fg_cls_accuracy": 0.806640625, "iteration": 20819, "loss_box_reg": 0.32555878907442093, "loss_cls": 0.162887133192271, "loss_rpn_cls": 0.02295976842287928, "loss_rpn_loc": 0.05713203933555633, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8460662437137216, "total_loss": 0.5672799534513615}
{"data_time": 0.030270014889538288, "eta_seconds": 26608.978777159937, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.1382301908617698, "fast_rcnn/fg_cls_accuracy": 0.8371109046260039, "iteration": 20839, "loss_box_reg": 0.32918666023761034, "loss_cls": 0.16564216231927276, "loss_rpn_cls": 0.02027188296779059, "loss_rpn_loc": 0.053163231001235545, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8370233515743166, "total_loss": 0.5668140756752109}
{"data_time": 0.029073928715661168, "eta_seconds": 26591.838156451005, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.18410091505524862, "fast_rcnn/fg_cls_accuracy": 0.8017524171270718, "iteration": 20859, "loss_box_reg": 0.3200756451115012, "loss_cls": 0.16615726286545396, "loss_rpn_cls": 0.020517041761195287, "loss_rpn_loc": 0.05452289181994274, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.835392558015883, "total_loss": 0.5602760385663714}
{"data_time": 0.02525509404949844, "eta_seconds": 26578.69716253644, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.130859375, "fast_rcnn/fg_cls_accuracy": 0.83203125, "iteration": 20879, "loss_box_reg": 0.3149527097120881, "loss_cls": 0.1606141021475196, "loss_rpn_cls": 0.023276784355402924, "loss_rpn_loc": 0.051675268332473934, "lr": 0.02, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8438103902153671, "total_loss": 0.5460187493008561}
{"data_time": 0.02545850956812501, "eta_seconds": 26562.241293857805, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.1457950367647059, "fast_rcnn/fg_cls_accuracy": 0.7967425847457628, "iteration": 20899, "loss_box_reg": 0.3356227148324251, "loss_cls": 0.16763718286529183, "loss_rpn_cls": 0.02365728610311635, "loss_rpn_loc": 0.05524024460464716, "lr": 0.02, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8449726684484631, "total_loss": 0.585027381835971}
{"data_time": 0.029069334967061877, "eta_seconds": 26545.430280729197, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1407939450108125, "fast_rcnn/fg_cls_accuracy": 0.8577559779276518, "iteration": 20919, "loss_box_reg": 0.3262489028275013, "loss_cls": 0.1634811400435865, "loss_rpn_cls": 0.02250225908937864, "loss_rpn_loc": 0.05199062213068828, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8398230522871017, "total_loss": 0.5788058360340074}
{"data_time": 0.03228027932345867, "eta_seconds": 26523.08228705125, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.14479166666666665, "fast_rcnn/fg_cls_accuracy": 0.812990258097166, "iteration": 20939, "loss_box_reg": 0.3141378406435251, "loss_cls": 0.15614055143669248, "loss_rpn_cls": 0.025806789635680616, "loss_rpn_loc": 0.05309539393056184, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8337839844170958, "total_loss": 0.5492505484144203}
{"data_time": 0.026686996454373002, "eta_seconds": 26506.274782671127, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.16184375, "fast_rcnn/fg_cls_accuracy": 0.7994255514705882, "iteration": 20959, "loss_box_reg": 0.32186408061534166, "loss_cls": 0.1583382193930447, "loss_rpn_cls": 0.024121649679727852, "loss_rpn_loc": 0.053543488844297826, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8394301466178149, "total_loss": 0.5625017001439119}
{"data_time": 0.027565832948312163, "eta_seconds": 26491.033116988605, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.166015625, "fast_rcnn/fg_cls_accuracy": 0.8267844687282027, "iteration": 20979, "loss_box_reg": 0.3305546957999468, "loss_cls": 0.1709837899543345, "loss_rpn_cls": 0.02498692407971248, "loss_rpn_loc": 0.054928853176534176, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.84431904531084, "total_loss": 0.5816980362287723}
{"data_time": 0.028888462344184518, "eta_seconds": 26471.85690668784, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.13661518661518662, "fast_rcnn/fg_cls_accuracy": 0.8321596244131455, "iteration": 20999, "loss_box_reg": 0.3235201220959425, "loss_cls": 0.1578365508466959, "loss_rpn_cls": 0.022315749898552895, "loss_rpn_loc": 0.049713201355189085, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8433987745083869, "total_loss": 0.5621851162286475}
{"data_time": 0.03196922200731933, "eta_seconds": 26455.852269530762, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.13804158366533864, "fast_rcnn/fg_cls_accuracy": 0.838903784997194, "iteration": 21019, "loss_box_reg": 0.31515723280608654, "loss_cls": 0.16760743828490376, "loss_rpn_cls": 0.02168677220470272, "loss_rpn_loc": 0.05132137448526919, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.843721414450556, "total_loss": 0.5551128232618794}
{"data_time": 0.02444326365366578, "eta_seconds": 26436.998099809745, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1475668298192771, "fast_rcnn/fg_cls_accuracy": 0.8482656741616146, "iteration": 21039, "loss_box_reg": 0.32318636029958725, "loss_cls": 0.15409169346094131, "loss_rpn_cls": 0.023330803989665583, "loss_rpn_loc": 0.05359424219932407, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.841036617057398, "total_loss": 0.5525553864135873}
{"data_time": 0.020931509556248784, "eta_seconds": 26422.426625608932, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.11951754385964912, "fast_rcnn/fg_cls_accuracy": 0.8447773663294798, "iteration": 21059, "loss_box_reg": 0.30905931489542127, "loss_cls": 0.15834569232538342, "loss_rpn_cls": 0.02004722732817754, "loss_rpn_loc": 0.04834978946018964, "lr": 0.02, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8396964878775179, "total_loss": 0.5346578339813277}
{"data_time": 0.03397059184499085, "eta_seconds": 26395.52475756919, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.150390625, "fast_rcnn/fg_cls_accuracy": 0.8162760416666667, "iteration": 21079, "loss_box_reg": 0.3156272191554308, "loss_cls": 0.17140504391863942, "loss_rpn_cls": 0.026444824354257435, "loss_rpn_loc": 0.05558997474145144, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8328117688652128, "total_loss": 0.5728921331465244}
{"data_time": 0.025490339612588286, "eta_seconds": 26378.133865283104, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.17702105978260868, "fast_rcnn/fg_cls_accuracy": 0.8147248641304348, "iteration": 21099, "loss_box_reg": 0.3274462427943945, "loss_cls": 0.1550140860490501, "loss_rpn_cls": 0.022308867366518825, "loss_rpn_loc": 0.0529470716137439, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.8398926102090627, "total_loss": 0.5619390902720625}
{"data_time": 0.02851021266542375, "eta_seconds": 26367.339205745608, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.10546875, "fast_rcnn/fg_cls_accuracy": 0.8832739840804357, "iteration": 21119, "loss_box_reg": 0.3241711016744375, "loss_cls": 0.15974779659882188, "loss_rpn_cls": 0.020006070903036743, "loss_rpn_loc": 0.05409421259537339, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8501550960354507, "total_loss": 0.5642400003271177}
{"data_time": 0.0343115443829447, "eta_seconds": 26354.155407748418, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.1453125, "fast_rcnn/fg_cls_accuracy": 0.8296875, "iteration": 21139, "loss_box_reg": 0.3207258079200983, "loss_cls": 0.16682516783475876, "loss_rpn_cls": 0.021348638663766906, "loss_rpn_loc": 0.054450029390864074, "lr": 0.02, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8464344474487007, "total_loss": 0.57137162075378}
{"data_time": 0.019003986148163676, "eta_seconds": 26341.735315177822, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.1426954801502146, "fast_rcnn/fg_cls_accuracy": 0.8382273706896552, "iteration": 21159, "loss_box_reg": 0.32437195628881454, "loss_cls": 0.16402882570400834, "loss_rpn_cls": 0.022880106407683343, "loss_rpn_loc": 0.053326996974647045, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8402020481880754, "total_loss": 0.5678882469655946}
{"data_time": 0.025595555547624826, "eta_seconds": 26330.536315102596, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.15736607142857142, "fast_rcnn/fg_cls_accuracy": 0.8198962602459017, "iteration": 21179, "loss_box_reg": 0.32816673908382654, "loss_cls": 0.17095120111480355, "loss_rpn_cls": 0.02118102890381124, "loss_rpn_loc": 0.052295963221695274, "lr": 0.02, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8428022919688374, "total_loss": 0.5815558304311708}
{"data_time": 0.028730273712426424, "eta_seconds": 26313.722971776966, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.15260499601910826, "fast_rcnn/fg_cls_accuracy": 0.8360359768907564, "iteration": 21199, "loss_box_reg": 0.32907586731016636, "loss_cls": 0.16692632297053933, "loss_rpn_cls": 0.021099344186950475, "loss_rpn_loc": 0.051954465452581644, "lr": 0.02, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8383162436075509, "total_loss": 0.57856709160842}
{"data_time": 0.023551751393824816, "eta_seconds": 26301.807614865946, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.1645054768041237, "fast_rcnn/fg_cls_accuracy": 0.8273456742610837, "iteration": 21219, "loss_box_reg": 0.3267964217811823, "loss_cls": 0.1629755925387144, "loss_rpn_cls": 0.02330948325106874, "loss_rpn_loc": 0.05005043325945735, "lr": 0.02, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8372089611366391, "total_loss": 0.5656452498224098}
{"data_time": 0.03411333542317152, "eta_seconds": 26277.177060496062, "fast_rcnn/cls_accuracy": 0.92431640625, "fast_rcnn/false_negative": 0.18038277511961723, "fast_rcnn/fg_cls_accuracy": 0.8095600328947368, "iteration": 21239, "loss_box_reg": 0.32280346006155014, "loss_cls": 0.15883063711225986, "loss_rpn_cls": 0.024025592807447538, "loss_rpn_loc": 0.05359920964110643, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8389935023151338, "total_loss": 0.5583170215249993}
{"data_time": 0.029239537427201867, "eta_seconds": 26268.17466500518, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.14857084588353414, "fast_rcnn/fg_cls_accuracy": 0.8346354166666667, "iteration": 21259, "loss_box_reg": 0.31816399563103914, "loss_cls": 0.15965526225045323, "loss_rpn_cls": 0.024341439420823008, "loss_rpn_loc": 0.05619938811287284, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8415071524214, "total_loss": 0.5555149507708848}
{"data_time": 0.02682367293164134, "eta_seconds": 26252.240199127235, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.11145048814504882, "fast_rcnn/fg_cls_accuracy": 0.8471138211382114, "iteration": 21279, "loss_box_reg": 0.315346865914762, "loss_cls": 0.1527391467243433, "loss_rpn_cls": 0.024481987740728073, "loss_rpn_loc": 0.05284528015181422, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8485452581662685, "total_loss": 0.556650697340956}
{"data_time": 0.033125139540061355, "eta_seconds": 26237.231116532814, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.1484375, "fast_rcnn/fg_cls_accuracy": 0.8133755387931034, "iteration": 21299, "loss_box_reg": 0.3310891203582287, "loss_cls": 0.16994530707597733, "loss_rpn_cls": 0.025663127889856696, "loss_rpn_loc": 0.05754432384856045, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8486282913945615, "total_loss": 0.5898573201848194}
{"data_time": 0.023402735125273466, "eta_seconds": 26220.06180751114, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.13963963963963966, "fast_rcnn/fg_cls_accuracy": 0.8287982062780268, "iteration": 21319, "loss_box_reg": 0.31233046390116215, "loss_cls": 0.14768781792372465, "loss_rpn_cls": 0.021535580657655373, "loss_rpn_loc": 0.05048556090332568, "lr": 0.02, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.8400035321246833, "total_loss": 0.535869807790732}
{"data_time": 0.024384791497141123, "eta_seconds": 26193.11968209967, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.13231534090909092, "fast_rcnn/fg_cls_accuracy": 0.84375, "iteration": 21339, "loss_box_reg": 0.32310484535992146, "loss_cls": 0.16077651921659708, "loss_rpn_cls": 0.022689394187182188, "loss_rpn_loc": 0.054448451846838, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8355311970226467, "total_loss": 0.5539280374068767}
{"data_time": 0.029143046122044325, "eta_seconds": 26184.45617516525, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.13450586264656617, "fast_rcnn/fg_cls_accuracy": 0.8622427624694803, "iteration": 21359, "loss_box_reg": 0.31763184163719416, "loss_cls": 0.16405872628092766, "loss_rpn_cls": 0.021348199632484466, "loss_rpn_loc": 0.05425774690229446, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8411516973283142, "total_loss": 0.5576375875389203}
{"data_time": 0.02574921282939613, "eta_seconds": 26155.166415313957, "fast_rcnn/cls_accuracy": 0.923828125, "fast_rcnn/false_negative": 0.1946969696969697, "fast_rcnn/fg_cls_accuracy": 0.7827296401515151, "iteration": 21379, "loss_box_reg": 0.32089254166930914, "loss_cls": 0.16216363525018096, "loss_rpn_cls": 0.02483280943124555, "loss_rpn_loc": 0.05246620113030076, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8323628730140626, "total_loss": 0.5573129790573148}
{"data_time": 0.01773035805672407, "eta_seconds": 26139.89167607529, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.15696507855191255, "fast_rcnn/fg_cls_accuracy": 0.8142478302796529, "iteration": 21399, "loss_box_reg": 0.33073851093649864, "loss_cls": 0.16590206744149327, "loss_rpn_cls": 0.023977658071089536, "loss_rpn_loc": 0.058753152610734105, "lr": 0.02, "roi_head/num_bg_samples": 413.5, "roi_head/num_fg_samples": 98.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8397749247960746, "total_loss": 0.5928254609025316}
{"data_time": 0.02059973170980811, "eta_seconds": 26124.634017961565, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.15603693181818182, "fast_rcnn/fg_cls_accuracy": 0.8195221445221446, "iteration": 21419, "loss_box_reg": 0.31060729920864105, "loss_cls": 0.15571986651048064, "loss_rpn_cls": 0.022015448252204806, "loss_rpn_loc": 0.050280605792067945, "lr": 0.02, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8385098644066602, "total_loss": 0.5435959047026699}
{"data_time": 0.03269090689718723, "eta_seconds": 26106.39866707311, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1605069260241674, "fast_rcnn/fg_cls_accuracy": 0.830402717127608, "iteration": 21439, "loss_box_reg": 0.3256965298205614, "loss_cls": 0.16324474662542343, "loss_rpn_cls": 0.023365901928627864, "loss_rpn_loc": 0.05522294947877526, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8395586661063135, "total_loss": 0.5677919584559277}
{"data_time": 0.02214840892702341, "eta_seconds": 26089.462638405617, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.12700471698113208, "fast_rcnn/fg_cls_accuracy": 0.8447473404255319, "iteration": 21459, "loss_box_reg": 0.3220759015530348, "loss_cls": 0.16001021512784064, "loss_rpn_cls": 0.022594146692426875, "loss_rpn_loc": 0.04568913369439542, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8398231128230691, "total_loss": 0.5606708409322891}
{"data_time": 0.026047131046652794, "eta_seconds": 26072.159407341853, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.1510918784691791, "fast_rcnn/fg_cls_accuracy": 0.7861561866125761, "iteration": 21479, "loss_box_reg": 0.3338084816932678, "loss_cls": 0.17270051827654243, "loss_rpn_cls": 0.02258055825950578, "loss_rpn_loc": 0.05042663589119911, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8386920490302145, "total_loss": 0.5878385563846678}
{"data_time": 0.020771983079612255, "eta_seconds": 26049.397809000686, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.11875990318817363, "fast_rcnn/fg_cls_accuracy": 0.8448807565789473, "iteration": 21499, "loss_box_reg": 0.3294467553496361, "loss_cls": 0.16214011562988162, "loss_rpn_cls": 0.022449633077485487, "loss_rpn_loc": 0.05214546655770391, "lr": 0.02, "roi_head/num_bg_samples": 385.75, "roi_head/num_fg_samples": 126.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8367390930652618, "total_loss": 0.5788458002207335}
{"data_time": 0.026983322575688362, "eta_seconds": 26024.299025926273, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.15379079628116854, "fast_rcnn/fg_cls_accuracy": 0.8397984267453293, "iteration": 21519, "loss_box_reg": 0.32105958368629217, "loss_cls": 0.1631168918684125, "loss_rpn_cls": 0.02017511732992716, "loss_rpn_loc": 0.051358006545342505, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8394977420102805, "total_loss": 0.5593419637298211}
{"data_time": 0.027150945039466023, "eta_seconds": 26005.979069324676, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.15150856447265454, "fast_rcnn/fg_cls_accuracy": 0.8278932646449197, "iteration": 21539, "loss_box_reg": 0.3176342360675335, "loss_cls": 0.16712431656196713, "loss_rpn_cls": 0.022971451631747186, "loss_rpn_loc": 0.05339275684673339, "lr": 0.02, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8386444514617324, "total_loss": 0.5572835632483475}
{"data_time": 0.022896140813827515, "eta_seconds": 25986.54387788428, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1400082236842105, "fast_rcnn/fg_cls_accuracy": 0.8338970844972067, "iteration": 21559, "loss_box_reg": 0.329748616553843, "loss_cls": 0.16461459826678038, "loss_rpn_cls": 0.02585045955493115, "loss_rpn_loc": 0.05289115128107369, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8383206098806113, "total_loss": 0.5801250828080811}
{"data_time": 0.03070714813657105, "eta_seconds": 25967.44077364169, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1303213884730539, "fast_rcnn/fg_cls_accuracy": 0.8332639900145621, "iteration": 21579, "loss_box_reg": 0.31240875739604235, "loss_cls": 0.1532505820505321, "loss_rpn_cls": 0.021582661691354588, "loss_rpn_loc": 0.05126391560770571, "lr": 0.02, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.8357922395225614, "total_loss": 0.5459647840762045}
{"data_time": 0.02331044850870967, "eta_seconds": 25949.68952149502, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1256461113114557, "fast_rcnn/fg_cls_accuracy": 0.8374060150375939, "iteration": 21599, "loss_box_reg": 0.31424490828067064, "loss_cls": 0.16422797832638025, "loss_rpn_cls": 0.021938704594504088, "loss_rpn_loc": 0.0486263909842819, "lr": 0.02, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.8389499785844237, "total_loss": 0.5600398315873463}
{"data_time": 0.019784561824053526, "eta_seconds": 25932.894149486674, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.14533792240300375, "fast_rcnn/fg_cls_accuracy": 0.8448563945086704, "iteration": 21619, "loss_box_reg": 0.30506732361391187, "loss_cls": 0.15248134871944785, "loss_rpn_cls": 0.02196920002461411, "loss_rpn_loc": 0.04931540379766375, "lr": 0.02, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.8384828742127866, "total_loss": 0.5252656729135197}
{"data_time": 0.03024530760012567, "eta_seconds": 25918.233045643196, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.15231854838709677, "fast_rcnn/fg_cls_accuracy": 0.8333916355721394, "iteration": 21639, "loss_box_reg": 0.3184787128120661, "loss_cls": 0.15985704399645329, "loss_rpn_cls": 0.021947057073703036, "loss_rpn_loc": 0.057630692317616194, "lr": 0.02, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8437017975375056, "total_loss": 0.5548284669930581}
{"data_time": 0.027521082432940602, "eta_seconds": 25901.436290485784, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.14635805348258707, "fast_rcnn/fg_cls_accuracy": 0.83984375, "iteration": 21659, "loss_box_reg": 0.3123145801946521, "loss_cls": 0.15155083779245615, "loss_rpn_cls": 0.023196038062451407, "loss_rpn_loc": 0.05189876502845436, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8394103001337498, "total_loss": 0.5374029222293757}
{"data_time": 0.040424900595098734, "eta_seconds": 25885.758988406043, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1463341346153846, "fast_rcnn/fg_cls_accuracy": 0.8484616623711341, "iteration": 21679, "loss_box_reg": 0.33480086643248796, "loss_cls": 0.15533946780487895, "loss_rpn_cls": 0.02169173100264743, "loss_rpn_loc": 0.05088516778778285, "lr": 0.02, "roi_head/num_bg_samples": 390.0, "roi_head/num_fg_samples": 122.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8423385289497674, "total_loss": 0.5646372623014031}
{"data_time": 0.028686897363513708, "eta_seconds": 25864.639258151175, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.13728804652466367, "fast_rcnn/fg_cls_accuracy": 0.8516185705741627, "iteration": 21699, "loss_box_reg": 0.3278543297201395, "loss_cls": 0.16056296275928617, "loss_rpn_cls": 0.023067212518071756, "loss_rpn_loc": 0.0569168021902442, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8388275080360472, "total_loss": 0.5680250653240364}
{"data_time": 0.02418327215127647, "eta_seconds": 25847.315325072967, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.15234375, "fast_rcnn/fg_cls_accuracy": 0.8404177295918367, "iteration": 21719, "loss_box_reg": 0.3059027260169387, "loss_cls": 0.15380351012572646, "loss_rpn_cls": 0.028979472583159804, "loss_rpn_loc": 0.05208828893955797, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8433335078880191, "total_loss": 0.5461005032411776}
{"data_time": 0.028716603061184287, "eta_seconds": 25828.207061567344, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.14016685956790123, "fast_rcnn/fg_cls_accuracy": 0.8508454106280193, "iteration": 21739, "loss_box_reg": 0.30496611911803484, "loss_cls": 0.16253141686320305, "loss_rpn_cls": 0.02638648805441335, "loss_rpn_loc": 0.05183093133382499, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8369969930499792, "total_loss": 0.5595438937889412}
{"data_time": 0.03232981404289603, "eta_seconds": 25813.726662813686, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.14204245780590719, "fast_rcnn/fg_cls_accuracy": 0.8235677083333333, "iteration": 21759, "loss_box_reg": 0.32437437679618597, "loss_cls": 0.16987474239431322, "loss_rpn_cls": 0.028714146188576706, "loss_rpn_loc": 0.05521616549231112, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.8381944664288312, "total_loss": 0.5812212220043875}
{"data_time": 0.028108647093176842, "eta_seconds": 25793.667919832515, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.16698270631067963, "fast_rcnn/fg_cls_accuracy": 0.8002639840182648, "iteration": 21779, "loss_box_reg": 0.3218566821888089, "loss_cls": 0.1650338708423078, "loss_rpn_cls": 0.02503729989985004, "loss_rpn_loc": 0.05137810768792406, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.8326672245748341, "total_loss": 0.5639913210179657}
{"data_time": 0.024350962601602077, "eta_seconds": 25777.828581553884, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.15177335179465332, "fast_rcnn/fg_cls_accuracy": 0.8231263241525424, "iteration": 21799, "loss_box_reg": 0.334516778588295, "loss_cls": 0.1689665198791772, "loss_rpn_cls": 0.02696917335561011, "loss_rpn_loc": 0.056777213350869715, "lr": 0.02, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8421803310047835, "total_loss": 0.5825966758420691}
{"data_time": 0.028571707429364324, "eta_seconds": 25760.247450767783, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.14331825657894737, "fast_rcnn/fg_cls_accuracy": 0.8369524426855894, "iteration": 21819, "loss_box_reg": 0.329929007217288, "loss_cls": 0.16710597509518266, "loss_rpn_cls": 0.02108454078552313, "loss_rpn_loc": 0.05209520016796887, "lr": 0.02, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8397959237918258, "total_loss": 0.5706467385753058}
{"data_time": 0.032400349620729685, "eta_seconds": 25745.78189368942, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.13383556547619047, "fast_rcnn/fg_cls_accuracy": 0.8284769144144144, "iteration": 21839, "loss_box_reg": 0.3410041667521, "loss_cls": 0.16632315889000893, "loss_rpn_cls": 0.02304172294680029, "loss_rpn_loc": 0.055749736027792096, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8455361216329038, "total_loss": 0.5802249140979256}
{"data_time": 0.026133707258850336, "eta_seconds": 25728.659420772223, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.13173288316582915, "fast_rcnn/fg_cls_accuracy": 0.8663139918341709, "iteration": 21859, "loss_box_reg": 0.31372776441276073, "loss_cls": 0.15462468890473247, "loss_rpn_cls": 0.0203791611129418, "loss_rpn_loc": 0.04775999579578638, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.8356605302542448, "total_loss": 0.5382849322340917}
{"data_time": 0.03241332247853279, "eta_seconds": 25710.936473498354, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.1386650796557407, "fast_rcnn/fg_cls_accuracy": 0.8348063973063973, "iteration": 21879, "loss_box_reg": 0.3164677619934082, "loss_cls": 0.15295418770983815, "loss_rpn_cls": 0.018810581415891647, "loss_rpn_loc": 0.05012193613220006, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8414439850021154, "total_loss": 0.553112819819944}
{"data_time": 0.02570190909318626, "eta_seconds": 25692.792664058274, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.11794930061101853, "fast_rcnn/fg_cls_accuracy": 0.828907629402472, "iteration": 21899, "loss_box_reg": 0.33947172202169895, "loss_cls": 0.16784163797274232, "loss_rpn_cls": 0.01980220543919131, "loss_rpn_loc": 0.051035388256423175, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8384416776243597, "total_loss": 0.5830112017283682}
{"data_time": 0.02802081499248743, "eta_seconds": 25676.56472068187, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.16127867076033953, "fast_rcnn/fg_cls_accuracy": 0.8357985395993259, "iteration": 21919, "loss_box_reg": 0.33313853200525045, "loss_cls": 0.1685189539566636, "loss_rpn_cls": 0.020398274122271687, "loss_rpn_loc": 0.05450431886129081, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8424165374599397, "total_loss": 0.5796924857131671}
{"data_time": 0.026198875857517123, "eta_seconds": 25662.577682646923, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.12758768459915612, "fast_rcnn/fg_cls_accuracy": 0.8358298171589311, "iteration": 21939, "loss_box_reg": 0.32727040257304907, "loss_cls": 0.1623611799441278, "loss_rpn_cls": 0.022616385249421, "loss_rpn_loc": 0.05081340071046725, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8446479439735413, "total_loss": 0.5563310602447018}
{"data_time": 0.031372715486213565, "eta_seconds": 25645.783351517282, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.130859375, "fast_rcnn/fg_cls_accuracy": 0.84765625, "iteration": 21959, "loss_box_reg": 0.3219265444204211, "loss_cls": 0.1664227065630257, "loss_rpn_cls": 0.024850123678334057, "loss_rpn_loc": 0.05911791080143303, "lr": 0.02, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8393104071728885, "total_loss": 0.5820705115038436}
{"data_time": 0.027602340560406446, "eta_seconds": 25632.47793479683, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.1571333228643216, "fast_rcnn/fg_cls_accuracy": 0.818359375, "iteration": 21979, "loss_box_reg": 0.32270546816289425, "loss_cls": 0.16847469983622432, "loss_rpn_cls": 0.02222502662334591, "loss_rpn_loc": 0.05292525910772383, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8453588420525193, "total_loss": 0.5695714703178965}
{"data_time": 0.02046422753483057, "eta_seconds": 25618.372925121803, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.16696446804165815, "fast_rcnn/fg_cls_accuracy": 0.8287982438227486, "iteration": 21999, "loss_box_reg": 0.3256149087101221, "loss_cls": 0.16155021451413631, "loss_rpn_cls": 0.025567280303221196, "loss_rpn_loc": 0.05422905110754073, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8424494510982186, "total_loss": 0.5624867471342441}
{"data_time": 0.028482431080192327, "eta_seconds": 25597.6635133198, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.13939762636612021, "fast_rcnn/fg_cls_accuracy": 0.8351340536214487, "iteration": 22019, "loss_box_reg": 0.3288083979859948, "loss_cls": 0.15873052785173059, "loss_rpn_cls": 0.02529957695514895, "loss_rpn_loc": 0.056617490481585264, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8441027998924255, "total_loss": 0.5738799196478794}
{"data_time": 0.023563901195302606, "eta_seconds": 25586.173086379422, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.1719188904494382, "fast_rcnn/fg_cls_accuracy": 0.810546875, "iteration": 22039, "loss_box_reg": 0.3253220021724701, "loss_cls": 0.15935663832351565, "loss_rpn_cls": 0.020446867507416755, "loss_rpn_loc": 0.05466130544664338, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8425388240721077, "total_loss": 0.5591636389435735}
{"data_time": 0.022023487370461226, "eta_seconds": 25567.533747321228, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.11209169238683128, "fast_rcnn/fg_cls_accuracy": 0.8628425802139037, "iteration": 22059, "loss_box_reg": 0.30307344906032085, "loss_cls": 0.1552824592217803, "loss_rpn_cls": 0.021857976855244488, "loss_rpn_loc": 0.051779527799226344, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8352783925365657, "total_loss": 0.5285395395767409}
{"data_time": 0.025734136812388897, "eta_seconds": 25556.47972359159, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.17871660859465738, "fast_rcnn/fg_cls_accuracy": 0.793731875382446, "iteration": 22079, "loss_box_reg": 0.30688258074223995, "loss_cls": 0.15347775537520647, "loss_rpn_cls": 0.03061233990592882, "loss_rpn_loc": 0.05170121684204787, "lr": 0.02, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8398098875768483, "total_loss": 0.5537468488328159}
{"data_time": 0.027005537878721952, "eta_seconds": 25543.21618483821, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.13822837063318777, "fast_rcnn/fg_cls_accuracy": 0.832259279822335, "iteration": 22099, "loss_box_reg": 0.3127238256856799, "loss_cls": 0.15814975509420037, "loss_rpn_cls": 0.0206059273914434, "loss_rpn_loc": 0.053042157320305705, "lr": 0.02, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.8401199544314295, "total_loss": 0.5428868547314778}
{"data_time": 0.029296116903424263, "eta_seconds": 25513.209580232156, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.147265625, "fast_rcnn/fg_cls_accuracy": 0.8310930676855894, "iteration": 22119, "loss_box_reg": 0.33644412364810705, "loss_cls": 0.16527782334014773, "loss_rpn_cls": 0.0274867452098988, "loss_rpn_loc": 0.05737482779659331, "lr": 0.02, "roi_head/num_bg_samples": 386.5, "roi_head/num_fg_samples": 125.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8366949548944831, "total_loss": 0.5797459614113905}
{"data_time": 0.02525036851875484, "eta_seconds": 25494.63437135052, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.15526785714285712, "fast_rcnn/fg_cls_accuracy": 0.826671098625378, "iteration": 22139, "loss_box_reg": 0.31798226200044155, "loss_cls": 0.15773822367191315, "loss_rpn_cls": 0.02049969052313827, "loss_rpn_loc": 0.05159100110176951, "lr": 0.02, "roi_head/num_bg_samples": 417.75, "roi_head/num_fg_samples": 94.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.8416283479891717, "total_loss": 0.5445501064823475}
{"data_time": 0.024798318510875106, "eta_seconds": 25480.780370419612, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.11997310450819672, "fast_rcnn/fg_cls_accuracy": 0.8683522075688073, "iteration": 22159, "loss_box_reg": 0.3222617506980896, "loss_cls": 0.1629033382050693, "loss_rpn_cls": 0.022346682148054242, "loss_rpn_loc": 0.0509207914583385, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.8431950809899718, "total_loss": 0.5481748490128666}
{"data_time": 0.025064515648409724, "eta_seconds": 25462.251152745215, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.1463860416038589, "fast_rcnn/fg_cls_accuracy": 0.8442681640036178, "iteration": 22179, "loss_box_reg": 0.324855400249362, "loss_cls": 0.16427987394854426, "loss_rpn_cls": 0.02341151557629928, "loss_rpn_loc": 0.053167031961493194, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8402724994812161, "total_loss": 0.5698461357387714}
{"data_time": 0.030680999625474215, "eta_seconds": 25451.77869046922, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.13213394953051644, "fast_rcnn/fg_cls_accuracy": 0.8653912884668067, "iteration": 22199, "loss_box_reg": 0.3298362735658884, "loss_cls": 0.1564040631055832, "loss_rpn_cls": 0.019650084082968533, "loss_rpn_loc": 0.05691206990741193, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8460702053271234, "total_loss": 0.5678465508390218}
{"data_time": 0.027489268453791738, "eta_seconds": 25439.4264452653, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1484375, "fast_rcnn/fg_cls_accuracy": 0.8377408160823262, "iteration": 22219, "loss_box_reg": 0.31588311959058046, "loss_cls": 0.159194425214082, "loss_rpn_cls": 0.02284319797763601, "loss_rpn_loc": 0.05082018964458257, "lr": 0.02, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 231.5, "rpn/num_pos_anchors": 24.5, "time": 0.8423330653458834, "total_loss": 0.552808716398431}
{"data_time": 0.024875454371795058, "eta_seconds": 25428.38380496856, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.158203125, "fast_rcnn/fg_cls_accuracy": 0.837890625, "iteration": 22239, "loss_box_reg": 0.3211385374888778, "loss_cls": 0.15572598110884428, "loss_rpn_cls": 0.02221479150466621, "loss_rpn_loc": 0.05558174371253699, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8434149641543627, "total_loss": 0.5616173154267017}
{"data_time": 0.0241640608292073, "eta_seconds": 25411.57776167523, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.134765625, "fast_rcnn/fg_cls_accuracy": 0.8523349223163842, "iteration": 22259, "loss_box_reg": 0.3161895964294672, "loss_cls": 0.16184041742235422, "loss_rpn_cls": 0.02650925441412255, "loss_rpn_loc": 0.05327506473986432, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8432797307614237, "total_loss": 0.5572476328816265}
{"data_time": 0.02748358715325594, "eta_seconds": 25386.011776436353, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.13873355263157894, "fast_rcnn/fg_cls_accuracy": 0.85720823798627, "iteration": 22279, "loss_box_reg": 0.32542135939002037, "loss_cls": 0.16888585546985269, "loss_rpn_cls": 0.02382613648660481, "loss_rpn_loc": 0.049185292795300484, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8353889456484467, "total_loss": 0.5618443791172467}
{"data_time": 0.02300849510356784, "eta_seconds": 25364.016989161028, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.13392857142857142, "fast_rcnn/fg_cls_accuracy": 0.8190388655462184, "iteration": 22299, "loss_box_reg": 0.32184645161032677, "loss_cls": 0.1641945482697338, "loss_rpn_cls": 0.025729092536494136, "loss_rpn_loc": 0.05221807362977415, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8373637802433223, "total_loss": 0.5720434729300905}
{"data_time": 0.028505355585366488, "eta_seconds": 25346.17251145281, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.1324750047160913, "fast_rcnn/fg_cls_accuracy": 0.8126827485380117, "iteration": 22319, "loss_box_reg": 0.31702424958348274, "loss_cls": 0.16707307426258922, "loss_rpn_cls": 0.024196268350351602, "loss_rpn_loc": 0.05438165715895593, "lr": 0.02, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8372699480969459, "total_loss": 0.5642800105561037}
{"data_time": 0.02869061171077192, "eta_seconds": 25343.161472044187, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.8326822916666667, "iteration": 22339, "loss_box_reg": 0.31698729284107685, "loss_cls": 0.1606069910340011, "loss_rpn_cls": 0.023335574893280864, "loss_rpn_loc": 0.05261609796434641, "lr": 0.02, "roi_head/num_bg_samples": 390.0, "roi_head/num_fg_samples": 122.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8502126431558281, "total_loss": 0.5579256101191277}
{"data_time": 0.024634436471387744, "eta_seconds": 25326.356219252804, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.1273572198275862, "fast_rcnn/fg_cls_accuracy": 0.826171875, "iteration": 22359, "loss_box_reg": 0.30778250843286514, "loss_cls": 0.14916891511529684, "loss_rpn_cls": 0.018838139687431976, "loss_rpn_loc": 0.04903220699634403, "lr": 0.02, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.840571416541934, "total_loss": 0.5280579008685891}
{"data_time": 0.028748991200700402, "eta_seconds": 25315.12485261541, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.14287683823529412, "fast_rcnn/fg_cls_accuracy": 0.8366038602941177, "iteration": 22379, "loss_box_reg": 0.32102438155561686, "loss_cls": 0.1603320916183293, "loss_rpn_cls": 0.02027119297417812, "loss_rpn_loc": 0.052610157523304224, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8432771619409323, "total_loss": 0.5634168772667181}
{"data_time": 0.029989773640409112, "eta_seconds": 25300.12017141166, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.150093808630394, "fast_rcnn/fg_cls_accuracy": 0.8311028587443946, "iteration": 22399, "loss_box_reg": 0.32686625979840755, "loss_cls": 0.15571423945948482, "loss_rpn_cls": 0.02130278362892568, "loss_rpn_loc": 0.055431940010748804, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8409326407127082, "total_loss": 0.5554757528880145}
{"data_time": 0.029350576922297478, "eta_seconds": 25282.410033262102, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.14953835227272727, "fast_rcnn/fg_cls_accuracy": 0.8332341680463576, "iteration": 22419, "loss_box_reg": 0.3182530626654625, "loss_cls": 0.16073150280863047, "loss_rpn_cls": 0.024930967716500163, "loss_rpn_loc": 0.049804955488070846, "lr": 0.02, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.8391042249277234, "total_loss": 0.565058650507126}
{"data_time": 0.0186068182811141, "eta_seconds": 25267.688604086637, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.12293265716374269, "fast_rcnn/fg_cls_accuracy": 0.861328125, "iteration": 22439, "loss_box_reg": 0.3180636614561081, "loss_cls": 0.15466090943664312, "loss_rpn_cls": 0.020005838596262038, "loss_rpn_loc": 0.053383850026875734, "lr": 0.02, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8420880860649049, "total_loss": 0.5588238313503098}
{"data_time": 0.02639342797920108, "eta_seconds": 25250.87766060233, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.13169727993576233, "fast_rcnn/fg_cls_accuracy": 0.8396701388888889, "iteration": 22459, "loss_box_reg": 0.32033417746424675, "loss_cls": 0.15818617912009358, "loss_rpn_cls": 0.02202514189411886, "loss_rpn_loc": 0.052535436989273876, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.8393733948469162, "total_loss": 0.5558987403346691}
{"data_time": 0.022497183410450816, "eta_seconds": 25235.472912863363, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.14491519764957267, "fast_rcnn/fg_cls_accuracy": 0.8449519230769231, "iteration": 22479, "loss_box_reg": 0.31761150248348713, "loss_cls": 0.15780954249203205, "loss_rpn_cls": 0.02372851368272677, "loss_rpn_loc": 0.052577823866158724, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8409252665005624, "total_loss": 0.5648570130579174}
{"data_time": 0.022364946082234383, "eta_seconds": 25219.886263182154, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.10277777777777777, "fast_rcnn/fg_cls_accuracy": 0.8580246913580247, "iteration": 22499, "loss_box_reg": 0.3022543266415596, "loss_cls": 0.15611704345792532, "loss_rpn_cls": 0.022378403169568628, "loss_rpn_loc": 0.05115549510810524, "lr": 0.02, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8417953380849212, "total_loss": 0.5294022110028891}
{"data_time": 0.027978715021163225, "eta_seconds": 25201.84915227862, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.13723958333333333, "fast_rcnn/fg_cls_accuracy": 0.8482229795520935, "iteration": 22519, "loss_box_reg": 0.3277030400931835, "loss_cls": 0.16919091576710343, "loss_rpn_cls": 0.028119408176280558, "loss_rpn_loc": 0.056218653451651335, "lr": 0.02, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8391115989070386, "total_loss": 0.5931330093881115}
{"data_time": 0.015211500460281968, "eta_seconds": 25183.633886665106, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1526021913190055, "fast_rcnn/fg_cls_accuracy": 0.832204092920354, "iteration": 22539, "loss_box_reg": 0.311450713314116, "loss_cls": 0.1560400784946978, "loss_rpn_cls": 0.026192860736045986, "loss_rpn_loc": 0.056648201891221106, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8306648277211934, "total_loss": 0.5585720908711664}
{"data_time": 0.022933426778763533, "eta_seconds": 25170.1096674141, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.11256343482905984, "fast_rcnn/fg_cls_accuracy": 0.8604712203557312, "iteration": 22559, "loss_box_reg": 0.3206946048885584, "loss_cls": 0.1600877484306693, "loss_rpn_cls": 0.023948841699166223, "loss_rpn_loc": 0.052481022546999156, "lr": 0.02, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8395929438993335, "total_loss": 0.5524099609465338}
{"data_time": 0.02994383336044848, "eta_seconds": 25161.02435607859, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.15893365893365893, "fast_rcnn/fg_cls_accuracy": 0.8055058053359684, "iteration": 22579, "loss_box_reg": 0.3133176788687706, "loss_cls": 0.16194193297997117, "loss_rpn_cls": 0.02176925406092778, "loss_rpn_loc": 0.05529048852622509, "lr": 0.02, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.8417062771040946, "total_loss": 0.5502673235896509}
{"data_time": 0.026496310951188207, "eta_seconds": 25141.521666313754, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.15718140307181402, "fast_rcnn/fg_cls_accuracy": 0.8205141129032258, "iteration": 22599, "loss_box_reg": 0.3194599449634552, "loss_cls": 0.1574406549334526, "loss_rpn_cls": 0.02549703643308021, "loss_rpn_loc": 0.05684002581983805, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.832344677997753, "total_loss": 0.5658535840339027}
{"data_time": 0.029835827881470323, "eta_seconds": 25127.38774720044, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.15339381720430106, "fast_rcnn/fg_cls_accuracy": 0.8025804171085189, "iteration": 22619, "loss_box_reg": 0.3046778477728367, "loss_cls": 0.15276168286800385, "loss_rpn_cls": 0.025242933654226363, "loss_rpn_loc": 0.05219328263774514, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8415460570249707, "total_loss": 0.5432977372256573}
{"data_time": 0.021572890458628535, "eta_seconds": 25109.80201269407, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.14983164983164982, "fast_rcnn/fg_cls_accuracy": 0.8106617647058824, "iteration": 22639, "loss_box_reg": 0.3423244319856167, "loss_cls": 0.16956473514437675, "loss_rpn_cls": 0.02226547064492479, "loss_rpn_loc": 0.05514281545765698, "lr": 0.02, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8396779554896057, "total_loss": 0.5870913367252797}
{"data_time": 0.027170307468622923, "eta_seconds": 25096.821282985155, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.1470519497863248, "fast_rcnn/fg_cls_accuracy": 0.8149205395299146, "iteration": 22659, "loss_box_reg": 0.33476118743419647, "loss_cls": 0.17042912542819977, "loss_rpn_cls": 0.021282273286487907, "loss_rpn_loc": 0.05551809712778777, "lr": 0.02, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8496345500461757, "total_loss": 0.5692487400956452}
{"data_time": 0.02644663630053401, "eta_seconds": 25076.16643181909, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.15210084033613447, "fast_rcnn/fg_cls_accuracy": 0.8289070657848938, "iteration": 22679, "loss_box_reg": 0.32220500241965055, "loss_cls": 0.15509000071324408, "loss_rpn_cls": 0.0202235547840246, "loss_rpn_loc": 0.055231386329978704, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8400836621876806, "total_loss": 0.551502512593288}
{"data_time": 0.03130446141585708, "eta_seconds": 25059.3486413816, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.12326899509803921, "fast_rcnn/fg_cls_accuracy": 0.8563725490196079, "iteration": 22699, "loss_box_reg": 0.3337429352104664, "loss_cls": 0.1584777203388512, "loss_rpn_cls": 0.0231994116329588, "loss_rpn_loc": 0.05182371707633138, "lr": 0.02, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8385120138991624, "total_loss": 0.5698285043181386}
{"data_time": 0.028550270246341825, "eta_seconds": 25035.60455580172, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.13759014423076923, "fast_rcnn/fg_cls_accuracy": 0.855656108597285, "iteration": 22719, "loss_box_reg": 0.32219668570905924, "loss_cls": 0.17003716388717294, "loss_rpn_cls": 0.021233629740891047, "loss_rpn_loc": 0.05128834268543869, "lr": 0.02, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8375173730310053, "total_loss": 0.5683935499400832}
{"data_time": 0.027664229506626725, "eta_seconds": 25021.30925126816, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.12890625, "fast_rcnn/fg_cls_accuracy": 0.8495701162060301, "iteration": 22739, "loss_box_reg": 0.31700512766838074, "loss_cls": 0.1602455130778253, "loss_rpn_cls": 0.02073233327246271, "loss_rpn_loc": 0.05154381785541773, "lr": 0.02, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8420152314938605, "total_loss": 0.5500931601854973}
{"data_time": 0.038179440423846245, "eta_seconds": 25004.08350663213, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.1781609195402299, "fast_rcnn/fg_cls_accuracy": 0.7971288137625128, "iteration": 22759, "loss_box_reg": 0.31818442791700363, "loss_cls": 0.16151447221636772, "loss_rpn_cls": 0.024395675711275544, "loss_rpn_loc": 0.052326405653730035, "lr": 0.02, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.8379703811369836, "total_loss": 0.5717375121894293}
{"data_time": 0.03154635755345225, "eta_seconds": 24987.679589292733, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.12347560975609756, "fast_rcnn/fg_cls_accuracy": 0.8570867880096158, "iteration": 22779, "loss_box_reg": 0.31286006700247526, "loss_cls": 0.16486646002158523, "loss_rpn_cls": 0.023370959097519517, "loss_rpn_loc": 0.05258720298297703, "lr": 0.02, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.840839383425191, "total_loss": 0.5692947094503324}
{"data_time": 0.03220382402651012, "eta_seconds": 24970.86475830502, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.16839557399723376, "fast_rcnn/fg_cls_accuracy": 0.791015625, "iteration": 22799, "loss_box_reg": 0.31714802887290716, "loss_cls": 0.1642310698516667, "loss_rpn_cls": 0.024773491313681006, "loss_rpn_loc": 0.054118228843435645, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8418192940298468, "total_loss": 0.5700623635202646}
{"data_time": 0.028487957548350096, "eta_seconds": 24957.585987565573, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1314758554525104, "fast_rcnn/fg_cls_accuracy": 0.8296440972222222, "iteration": 22819, "loss_box_reg": 0.3190000131726265, "loss_cls": 0.15794428810477257, "loss_rpn_cls": 0.025848743185633793, "loss_rpn_loc": 0.05476273060776293, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8428875985555351, "total_loss": 0.5671800606069155}
{"data_time": 0.01946066552773118, "eta_seconds": 24937.23509632959, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.15159970238095238, "fast_rcnn/fg_cls_accuracy": 0.824837680202487, "iteration": 22839, "loss_box_reg": 0.3171208966523409, "loss_cls": 0.15355656575411558, "loss_rpn_cls": 0.02711042418377474, "loss_rpn_loc": 0.05283278366550803, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8388722711242735, "total_loss": 0.5486614786786959}
{"data_time": 0.024364143144339323, "eta_seconds": 24923.951560170855, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.14002403846153846, "fast_rcnn/fg_cls_accuracy": 0.8095835690045249, "iteration": 22859, "loss_box_reg": 0.3278619730845094, "loss_cls": 0.16090972418896854, "loss_rpn_cls": 0.021716897579608485, "loss_rpn_loc": 0.058244319283403456, "lr": 0.02, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8404986620880663, "total_loss": 0.584567033307394}
{"data_time": 0.029106117552146316, "eta_seconds": 24906.685007309774, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.14554148706896552, "fast_rcnn/fg_cls_accuracy": 0.8407628676470589, "iteration": 22879, "loss_box_reg": 0.31725338846445084, "loss_cls": 0.1568559338338673, "loss_rpn_cls": 0.02435015168157406, "loss_rpn_loc": 0.05286404804792255, "lr": 0.02, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8391660817433149, "total_loss": 0.5494815290148836}
{"data_time": 0.028308205073699355, "eta_seconds": 24889.196641967632, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.11489305218446602, "fast_rcnn/fg_cls_accuracy": 0.7942458587619878, "iteration": 22899, "loss_box_reg": 0.33363035786896944, "loss_cls": 0.16720708226785064, "loss_rpn_cls": 0.022174443896801677, "loss_rpn_loc": 0.055483383825048804, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8372328532859683, "total_loss": 0.5756101636216044}
{"data_time": 0.020843150792643428, "eta_seconds": 24867.58808882977, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.861328125, "iteration": 22919, "loss_box_reg": 0.3327404875308275, "loss_cls": 0.16063610976561904, "loss_rpn_cls": 0.018667035474209115, "loss_rpn_loc": 0.049652023531962186, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8339357133954763, "total_loss": 0.5586300605500583}
{"data_time": 0.028575557516887784, "eta_seconds": 24852.468905884773, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1224516369047619, "fast_rcnn/fg_cls_accuracy": 0.865234375, "iteration": 22939, "loss_box_reg": 0.3168230187147856, "loss_cls": 0.15628451900556684, "loss_rpn_cls": 0.018530796936829574, "loss_rpn_loc": 0.051752931671217084, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8426764658652246, "total_loss": 0.5521559607441304}
{"data_time": 0.031834605848416686, "eta_seconds": 24835.852115093032, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.1509581997863248, "fast_rcnn/fg_cls_accuracy": 0.8177203507152746, "iteration": 22959, "loss_box_reg": 0.3242746414616704, "loss_cls": 0.16051096934825182, "loss_rpn_cls": 0.021329258452169597, "loss_rpn_loc": 0.049975766451098025, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8413209218997508, "total_loss": 0.5594920932198875}
{"data_time": 0.030811798060312867, "eta_seconds": 24819.037618552567, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.1250887573964497, "fast_rcnn/fg_cls_accuracy": 0.8544842479674797, "iteration": 22979, "loss_box_reg": 0.319631140679121, "loss_cls": 0.15550488862209022, "loss_rpn_cls": 0.021261690359096974, "loss_rpn_loc": 0.05300339497625828, "lr": 0.02, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8443601625040174, "total_loss": 0.5419671924319118}
{"data_time": 0.02659793710336089, "eta_seconds": 24800.33522222261, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.14161722698308066, "fast_rcnn/fg_cls_accuracy": 0.8563502526917162, "iteration": 22999, "loss_box_reg": 0.3134689796715975, "loss_cls": 0.15931431157514453, "loss_rpn_cls": 0.02095272089354694, "loss_rpn_loc": 0.05397326685488224, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 201.25, "rpn/num_pos_anchors": 54.75, "time": 0.8420521493535489, "total_loss": 0.5541508979222272}
{"data_time": 0.02324706153012812, "eta_seconds": 24784.613511012867, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.11905886627906977, "fast_rcnn/fg_cls_accuracy": 0.8276139018691588, "iteration": 23019, "loss_box_reg": 0.3234374998137355, "loss_cls": 0.17175988387316465, "loss_rpn_cls": 0.023345658941252623, "loss_rpn_loc": 0.05295528459828347, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8456064718775451, "total_loss": 0.574277484905906}
{"data_time": 0.022029887419193983, "eta_seconds": 24765.943441872252, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.13770244069343066, "fast_rcnn/fg_cls_accuracy": 0.8467253212616823, "iteration": 23039, "loss_box_reg": 0.33226183988153934, "loss_cls": 0.167919282335788, "loss_rpn_cls": 0.021567786126979627, "loss_rpn_loc": 0.04863207053858787, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8420913226436824, "total_loss": 0.575123148271814}
{"data_time": 0.017848465824499726, "eta_seconds": 24752.05852544005, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.11928811928811928, "fast_rcnn/fg_cls_accuracy": 0.8700339480686301, "iteration": 23059, "loss_box_reg": 0.3164444053545594, "loss_cls": 0.16291272826492786, "loss_rpn_cls": 0.02355066072777845, "loss_rpn_loc": 0.053914135438390076, "lr": 0.02, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.8480682785157114, "total_loss": 0.5466351629875135}
{"data_time": 0.017861656146124005, "eta_seconds": 24735.243839440634, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.14848202128196075, "fast_rcnn/fg_cls_accuracy": 0.8222979641068753, "iteration": 23079, "loss_box_reg": 0.3196549182757735, "loss_cls": 0.16039538010954857, "loss_rpn_cls": 0.026492197648622096, "loss_rpn_loc": 0.05491527821868658, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8366829850710928, "total_loss": 0.557500563620124}
{"data_time": 0.024219286860898137, "eta_seconds": 24718.42915344122, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.15227754237288135, "fast_rcnn/fg_cls_accuracy": 0.8317132994186047, "iteration": 23099, "loss_box_reg": 0.3141245525330305, "loss_cls": 0.1604594779200852, "loss_rpn_cls": 0.02193220320623368, "loss_rpn_loc": 0.05266348004806787, "lr": 0.02, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8393566650338471, "total_loss": 0.5437150911311619}
{"data_time": 0.027346538845449686, "eta_seconds": 24705.806159049273, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.13571677211949956, "fast_rcnn/fg_cls_accuracy": 0.8534543161434978, "iteration": 23119, "loss_box_reg": 0.31145355850458145, "loss_cls": 0.15138391451910138, "loss_rpn_cls": 0.020545802224660292, "loss_rpn_loc": 0.04751182720065117, "lr": 0.02, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.8404310082551092, "total_loss": 0.5413520263391547}
{"data_time": 0.02849670685827732, "eta_seconds": 24691.446554041933, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.1020764802631579, "fast_rcnn/fg_cls_accuracy": 0.8549931287219423, "iteration": 23139, "loss_box_reg": 0.33017455507069826, "loss_cls": 0.15902387211099267, "loss_rpn_cls": 0.024701504997210577, "loss_rpn_loc": 0.05674886330962181, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8417469393461943, "total_loss": 0.5560733769962098}
{"data_time": 0.029034452745690942, "eta_seconds": 24672.927667224314, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.17643229166666669, "fast_rcnn/fg_cls_accuracy": 0.8188100961538461, "iteration": 23159, "loss_box_reg": 0.33900025486946106, "loss_cls": 0.1704674451611936, "loss_rpn_cls": 0.021301589906215668, "loss_rpn_loc": 0.05719041684642434, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8416672775056213, "total_loss": 0.5944579199713189}
{"data_time": 0.03014247352257371, "eta_seconds": 24655.264082301408, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.1484375, "fast_rcnn/fg_cls_accuracy": 0.8275240384615384, "iteration": 23179, "loss_box_reg": 0.331100950948894, "loss_cls": 0.16774875344708562, "loss_rpn_cls": 0.020508269139099866, "loss_rpn_loc": 0.05412326951045543, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8391142734326422, "total_loss": 0.5754375369579066}
{"data_time": 0.021063261898234487, "eta_seconds": 24634.568138550734, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.14857772435897437, "fast_rcnn/fg_cls_accuracy": 0.8456410256410256, "iteration": 23199, "loss_box_reg": 0.3337047593668103, "loss_cls": 0.15822899155318737, "loss_rpn_cls": 0.023113353905500844, "loss_rpn_loc": 0.0498776639578864, "lr": 0.02, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.8433702832553536, "total_loss": 0.5664732051227475}
{"data_time": 0.028899771394208074, "eta_seconds": 24617.541037444724, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.12109375, "fast_rcnn/fg_cls_accuracy": 0.8552975326560233, "iteration": 23219, "loss_box_reg": 0.325335256755352, "loss_cls": 0.1552141858264804, "loss_rpn_cls": 0.021706430532503873, "loss_rpn_loc": 0.05175415356643498, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8400380974635482, "total_loss": 0.5491624655842315}
{"data_time": 0.023576539009809494, "eta_seconds": 24600.44916352653, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.12568681318681318, "fast_rcnn/fg_cls_accuracy": 0.8649122807017544, "iteration": 23239, "loss_box_reg": 0.3219354450702667, "loss_cls": 0.1643904009833932, "loss_rpn_cls": 0.02325218333862722, "loss_rpn_loc": 0.056834212271496654, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.8435055108275265, "total_loss": 0.5637822185235564}
{"data_time": 0.024943488650023937, "eta_seconds": 24583.911665445892, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.15149147727272727, "fast_rcnn/fg_cls_accuracy": 0.8203125, "iteration": 23259, "loss_box_reg": 0.31436105724424124, "loss_cls": 0.15790720423683524, "loss_rpn_cls": 0.027216677903197706, "loss_rpn_loc": 0.049070995883084834, "lr": 0.02, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.8431704943068326, "total_loss": 0.5402448504464701}
{"data_time": 0.02544523449614644, "eta_seconds": 24572.019336899277, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.12935711631363805, "fast_rcnn/fg_cls_accuracy": 0.8534051645753773, "iteration": 23279, "loss_box_reg": 0.315931499004364, "loss_cls": 0.1593118878081441, "loss_rpn_cls": 0.025335349841043353, "loss_rpn_loc": 0.05217631789855659, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8412431287579238, "total_loss": 0.5626183191343443}
{"data_time": 0.016784118954092264, "eta_seconds": 24561.948137583444, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.1362922054597701, "fast_rcnn/fg_cls_accuracy": 0.836231884057971, "iteration": 23299, "loss_box_reg": 0.30895946361124516, "loss_cls": 0.1538587505929172, "loss_rpn_cls": 0.020688953489298, "loss_rpn_loc": 0.0527895949780941, "lr": 0.02, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8550194429699332, "total_loss": 0.5345722418860532}
{"data_time": 0.03257432556711137, "eta_seconds": 24545.800950794946, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.12105324343176005, "fast_rcnn/fg_cls_accuracy": 0.8639705882352942, "iteration": 23319, "loss_box_reg": 0.3217795416712761, "loss_cls": 0.15836599259637296, "loss_rpn_cls": 0.021934962627710775, "loss_rpn_loc": 0.05355474178213626, "lr": 0.02, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.8402945599518716, "total_loss": 0.566954881651327}
{"data_time": 0.023803618038073182, "eta_seconds": 24523.33769876696, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.16490185950413222, "fast_rcnn/fg_cls_accuracy": 0.8142203198382973, "iteration": 23339, "loss_box_reg": 0.3127773581072688, "loss_cls": 0.15522294654510915, "loss_rpn_cls": 0.02607780578546226, "loss_rpn_loc": 0.05215882055927068, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8462754180654883, "total_loss": 0.546123014355544}
{"data_time": 0.03278071084059775, "eta_seconds": 24508.817823097575, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.14708807009056948, "fast_rcnn/fg_cls_accuracy": 0.8423634067026795, "iteration": 23359, "loss_box_reg": 0.32354756351560354, "loss_cls": 0.15921220881864429, "loss_rpn_cls": 0.0226708754489664, "loss_rpn_loc": 0.050517316441982985, "lr": 0.02, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8452909446787089, "total_loss": 0.5504094359639566}
{"data_time": 0.028567882487550378, "eta_seconds": 24487.929061628412, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.12725281084656084, "fast_rcnn/fg_cls_accuracy": 0.8498655225409837, "iteration": 23379, "loss_box_reg": 0.3308084709569812, "loss_cls": 0.16652468731626868, "loss_rpn_cls": 0.024815320735797286, "loss_rpn_loc": 0.054341212031431496, "lr": 0.02, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.8412883095443249, "total_loss": 0.586972030258039}
{"data_time": 0.02312120352871716, "eta_seconds": 24472.879886554554, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.150390625, "fast_rcnn/fg_cls_accuracy": 0.8356584821428572, "iteration": 23399, "loss_box_reg": 0.32887096935883164, "loss_cls": 0.1547871408984065, "loss_rpn_cls": 0.021230507132713683, "loss_rpn_loc": 0.04929994128178805, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8440166974905878, "total_loss": 0.5532659393793438}
{"data_time": 0.02610786515288055, "eta_seconds": 24458.047178090317, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.14165780431937172, "fast_rcnn/fg_cls_accuracy": 0.8388548259493671, "iteration": 23419, "loss_box_reg": 0.3169013373553753, "loss_cls": 0.1618151357397437, "loss_rpn_cls": 0.023076191486325115, "loss_rpn_loc": 0.053151705593336374, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.8386289225891232, "total_loss": 0.567099492327543}
{"data_time": 0.021343262866139412, "eta_seconds": 24434.32596597285, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.1544851280120482, "fast_rcnn/fg_cls_accuracy": 0.8416867469879519, "iteration": 23439, "loss_box_reg": 0.32203910779207945, "loss_cls": 0.15834648394957185, "loss_rpn_cls": 0.019800353358732536, "loss_rpn_loc": 0.0502719891956076, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.833641076926142, "total_loss": 0.5486562855076045}
{"data_time": 0.027560984948650002, "eta_seconds": 24415.764805451734, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1324619391025641, "fast_rcnn/fg_cls_accuracy": 0.8495038006756757, "iteration": 23459, "loss_box_reg": 0.31860173773020506, "loss_cls": 0.1674826191738248, "loss_rpn_cls": 0.02680980190052651, "loss_rpn_loc": 0.05691102030687034, "lr": 0.02, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8335928216110915, "total_loss": 0.5762676975282375}
{"data_time": 0.018828141037374735, "eta_seconds": 24398.48111084476, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.15093823014018692, "fast_rcnn/fg_cls_accuracy": 0.82216228505291, "iteration": 23479, "loss_box_reg": 0.3142680604942143, "loss_cls": 0.16085092443972826, "loss_rpn_cls": 0.027635740421828814, "loss_rpn_loc": 0.04876207874622196, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8370688166469336, "total_loss": 0.5483203696203418}
{"data_time": 0.02353261597454548, "eta_seconds": 24373.922470027115, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.18359375, "fast_rcnn/fg_cls_accuracy": 0.7767857142857143, "iteration": 23499, "loss_box_reg": 0.30781462136656046, "loss_cls": 0.15363116934895515, "loss_rpn_cls": 0.022765367932152003, "loss_rpn_loc": 0.05401620035991073, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8378037943039089, "total_loss": 0.5390171457256656}
{"data_time": 0.03351599699817598, "eta_seconds": 24363.299572157208, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.126953125, "fast_rcnn/fg_cls_accuracy": 0.8320546407185629, "iteration": 23519, "loss_box_reg": 0.3252480011433363, "loss_cls": 0.1619709595106542, "loss_rpn_cls": 0.01956187529140152, "loss_rpn_loc": 0.053466014680452645, "lr": 0.02, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8401611226145178, "total_loss": 0.5498562394932378}
{"data_time": 0.028217139653861523, "eta_seconds": 24348.231715419563, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.833984375, "iteration": 23539, "loss_box_reg": 0.32076746225357056, "loss_cls": 0.1583176557905972, "loss_rpn_cls": 0.02286831062519923, "loss_rpn_loc": 0.05351158231496811, "lr": 0.02, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8385564705822617, "total_loss": 0.5523543193703517}
{"data_time": 0.018869679886847734, "eta_seconds": 24333.228373252787, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.12916666666666665, "fast_rcnn/fg_cls_accuracy": 0.8420590738245515, "iteration": 23559, "loss_box_reg": 0.31411962397396564, "loss_cls": 0.16305538453161716, "loss_rpn_cls": 0.02249666693387553, "loss_rpn_loc": 0.050942802510689944, "lr": 0.02, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8435866530053318, "total_loss": 0.5594962394970935}
{"data_time": 0.025659631239250302, "eta_seconds": 24323.482082375092, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.14900501767590374, "fast_rcnn/fg_cls_accuracy": 0.8274163994502978, "iteration": 23579, "loss_box_reg": 0.307754167355597, "loss_cls": 0.14911052584648132, "loss_rpn_cls": 0.02324353385483846, "loss_rpn_loc": 0.05330603173933923, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8454757102299482, "total_loss": 0.5357327834062744}
{"data_time": 0.02608219557441771, "eta_seconds": 24311.75737313158, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.13588455825139706, "fast_rcnn/fg_cls_accuracy": 0.8324298469387755, "iteration": 23599, "loss_box_reg": 0.3297168202698231, "loss_cls": 0.16717013623565435, "loss_rpn_cls": 0.02519068933906965, "loss_rpn_loc": 0.05025087809190154, "lr": 0.02, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8408019128255546, "total_loss": 0.575934065549518}
{"data_time": 0.03056232794187963, "eta_seconds": 24298.92905927729, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.13330639367816094, "fast_rcnn/fg_cls_accuracy": 0.8534788456835412, "iteration": 23619, "loss_box_reg": 0.3106788145378232, "loss_cls": 0.1483025699853897, "loss_rpn_cls": 0.02017418935429305, "loss_rpn_loc": 0.051525714923627675, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8488462672103196, "total_loss": 0.5353754028037656}
{"data_time": 0.021958553232252598, "eta_seconds": 24288.497264328413, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.13671875, "fast_rcnn/fg_cls_accuracy": 0.8492262260765551, "iteration": 23639, "loss_box_reg": 0.3175774300470948, "loss_cls": 0.15623642411082983, "loss_rpn_cls": 0.021063119173049927, "loss_rpn_loc": 0.056474031473044306, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.8457522592507303, "total_loss": 0.5507093192136381}
{"data_time": 0.021702441619709134, "eta_seconds": 24265.275198179297, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.12695368002273374, "fast_rcnn/fg_cls_accuracy": 0.8730463199772662, "iteration": 23659, "loss_box_reg": 0.3232590202242136, "loss_cls": 0.15068732481449842, "loss_rpn_cls": 0.019945043954066932, "loss_rpn_loc": 0.049909332767128944, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8398994947783649, "total_loss": 0.5449521363188978}
{"data_time": 0.028096199966967106, "eta_seconds": 24248.4482676303, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.158203125, "fast_rcnn/fg_cls_accuracy": 0.7978794345158708, "iteration": 23679, "loss_box_reg": 0.3229453335516155, "loss_cls": 0.16435098415240645, "loss_rpn_cls": 0.02462719168397598, "loss_rpn_loc": 0.05124257935676724, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8382449869532138, "total_loss": 0.5562018791679293}
{"data_time": 0.025342444190755486, "eta_seconds": 24231.621337081306, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.15062887404465308, "fast_rcnn/fg_cls_accuracy": 0.8240598158984362, "iteration": 23699, "loss_box_reg": 0.31608789786696434, "loss_cls": 0.15893078362569213, "loss_rpn_cls": 0.025673612602986395, "loss_rpn_loc": 0.054857349721714854, "lr": 0.02, "roi_head/num_bg_samples": 414.75, "roi_head/num_fg_samples": 97.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8369240202009678, "total_loss": 0.5591947775683366}
{"data_time": 0.028233616845682263, "eta_seconds": 24214.79440653231, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.112890625, "fast_rcnn/fg_cls_accuracy": 0.8829566904362416, "iteration": 23719, "loss_box_reg": 0.3192960638552904, "loss_cls": 0.1619781842455268, "loss_rpn_cls": 0.026035987539216876, "loss_rpn_loc": 0.05427408975083381, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8335189947392792, "total_loss": 0.5631660189828835}
{"data_time": 0.029173736460506916, "eta_seconds": 24200.765175849432, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.13708362450500816, "fast_rcnn/fg_cls_accuracy": 0.8130519603113003, "iteration": 23739, "loss_box_reg": 0.31939319893717766, "loss_cls": 0.17097481293603778, "loss_rpn_cls": 0.023351316340267658, "loss_rpn_loc": 0.052070440840907395, "lr": 0.02, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8483521670568734, "total_loss": 0.5540460156626068}
{"data_time": 0.031204650178551674, "eta_seconds": 24191.06224170141, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.150390625, "fast_rcnn/fg_cls_accuracy": 0.8348467938311688, "iteration": 23759, "loss_box_reg": 0.32837150525301695, "loss_cls": 0.15975493239238858, "loss_rpn_cls": 0.024964389100205153, "loss_rpn_loc": 0.053256077342666686, "lr": 0.02, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8436585285235196, "total_loss": 0.5705905160284601}
{"data_time": 0.02624847856350243, "eta_seconds": 24170.75251757633, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.1451788101604278, "fast_rcnn/fg_cls_accuracy": 0.8334213123407771, "iteration": 23779, "loss_box_reg": 0.3138487278483808, "loss_cls": 0.1511113177984953, "loss_rpn_cls": 0.020561523691867478, "loss_rpn_loc": 0.054533429676666856, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8358622656669468, "total_loss": 0.5461693351680879}
{"data_time": 0.02771869208663702, "eta_seconds": 24149.030522547662, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.1507535674202341, "fast_rcnn/fg_cls_accuracy": 0.8369020061728395, "iteration": 23799, "loss_box_reg": 0.3166574575006962, "loss_cls": 0.1638480401597917, "loss_rpn_cls": 0.028350347361993045, "loss_rpn_loc": 0.054908220656216145, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.839818106032908, "total_loss": 0.5612537569832057}
{"data_time": 0.020892253844067454, "eta_seconds": 24125.988448088523, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.115234375, "fast_rcnn/fg_cls_accuracy": 0.880859375, "iteration": 23819, "loss_box_reg": 0.3263335470110178, "loss_cls": 0.16458482015877962, "loss_rpn_cls": 0.022483057458885014, "loss_rpn_loc": 0.055502077797427773, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.838869352824986, "total_loss": 0.567866261175368}
{"data_time": 0.030117828864604235, "eta_seconds": 24108.33254527324, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1460911283557047, "fast_rcnn/fg_cls_accuracy": 0.8211647727272727, "iteration": 23839, "loss_box_reg": 0.3200556319206953, "loss_cls": 0.15765334106981754, "loss_rpn_cls": 0.019272726349299774, "loss_rpn_loc": 0.055684565275441855, "lr": 0.02, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.8377224907744676, "total_loss": 0.5472404175379779}
{"data_time": 0.020576675189659, "eta_seconds": 24093.842375125503, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.173828125, "fast_rcnn/fg_cls_accuracy": 0.7906326593137255, "iteration": 23859, "loss_box_reg": 0.3191261747851968, "loss_cls": 0.1604945957660675, "loss_rpn_cls": 0.02759283216437325, "loss_rpn_loc": 0.05005755741149187, "lr": 0.02, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8437512719538063, "total_loss": 0.5614467935520224}
{"data_time": 0.02404312789440155, "eta_seconds": 24074.686360499123, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.138671875, "fast_rcnn/fg_cls_accuracy": 0.8490485767326732, "iteration": 23879, "loss_box_reg": 0.32191614899784327, "loss_cls": 0.16462071426212788, "loss_rpn_cls": 0.02241149460314773, "loss_rpn_loc": 0.04991317546227947, "lr": 0.02, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8372522394638509, "total_loss": 0.5604526629322208}
{"data_time": 0.02881556423380971, "eta_seconds": 24056.224834532477, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.15137848257801703, "fast_rcnn/fg_cls_accuracy": 0.8050658241179568, "iteration": 23899, "loss_box_reg": 0.3277230132371187, "loss_cls": 0.16912441793829203, "loss_rpn_cls": 0.022127242293208838, "loss_rpn_loc": 0.05268734827404842, "lr": 0.02, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8326133615337312, "total_loss": 0.5781889993231744}
{"data_time": 0.02656558621674776, "eta_seconds": 24033.663566417992, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.10810630341880342, "fast_rcnn/fg_cls_accuracy": 0.8387978142076503, "iteration": 23919, "loss_box_reg": 0.31883268617093563, "loss_cls": 0.15591868059709668, "loss_rpn_cls": 0.02119494858197868, "loss_rpn_loc": 0.05375476001063362, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8367766884621233, "total_loss": 0.5516024600947276}
{"data_time": 0.0272820049431175, "eta_seconds": 24016.62033812888, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.12636017772102057, "fast_rcnn/fg_cls_accuracy": 0.8713757520053476, "iteration": 23939, "loss_box_reg": 0.3333026133477688, "loss_cls": 0.16713503329083323, "loss_rpn_cls": 0.022144189628306776, "loss_rpn_loc": 0.05919137364253402, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.8444734085351229, "total_loss": 0.5697748587699607}
{"data_time": 0.021344941342249513, "eta_seconds": 23999.647053980734, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.12835315265486724, "fast_rcnn/fg_cls_accuracy": 0.8602120535714286, "iteration": 23959, "loss_box_reg": 0.32666224241256714, "loss_cls": 0.16322894068434834, "loss_rpn_cls": 0.02160114739672281, "loss_rpn_loc": 0.052894997294060886, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8392136099282652, "total_loss": 0.5581897617084906}
{"data_time": 0.019952388713136315, "eta_seconds": 23981.915848008357, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.15966476557688702, "fast_rcnn/fg_cls_accuracy": 0.8235648784318124, "iteration": 23979, "loss_box_reg": 0.32384231965988874, "loss_cls": 0.15371648594737053, "loss_rpn_cls": 0.020738780382089317, "loss_rpn_loc": 0.05286168784368783, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8368430356495082, "total_loss": 0.5514044565788936}
{"data_time": 0.032003916101530194, "eta_seconds": 23959.132382088574, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.14518229166666669, "fast_rcnn/fg_cls_accuracy": 0.830880779109589, "iteration": 23999, "loss_box_reg": 0.32368102204054594, "loss_cls": 0.16130051063373685, "loss_rpn_cls": 0.024410310928942636, "loss_rpn_loc": 0.0545829557813704, "lr": 0.02, "roi_head/num_bg_samples": 423.5, "roi_head/num_fg_samples": 88.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8351264928933233, "total_loss": 0.5599319914763328}
{"data_time": 0.03292283811606467, "eta_seconds": 23945.601119094063, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.13303719579646017, "fast_rcnn/fg_cls_accuracy": 0.8538204187351608, "iteration": 24019, "loss_box_reg": 0.3061769623309374, "loss_cls": 0.14737204322591424, "loss_rpn_cls": 0.021717180323321372, "loss_rpn_loc": 0.056465498986653984, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8471730535384268, "total_loss": 0.5345713926944882}
{"data_time": 0.03630640800110996, "eta_seconds": 23931.464778590016, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.16015625, "fast_rcnn/fg_cls_accuracy": 0.82421875, "iteration": 24039, "loss_box_reg": 0.322647956199944, "loss_cls": 0.15816094120964408, "loss_rpn_cls": 0.0224008237128146, "loss_rpn_loc": 0.049828431161586195, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8470245199277997, "total_loss": 0.5682659001322463}
{"data_time": 0.029325617710128427, "eta_seconds": 23909.462620372884, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.13111979166666665, "fast_rcnn/fg_cls_accuracy": 0.8415009186037223, "iteration": 24059, "loss_box_reg": 0.32311634067445993, "loss_cls": 0.16250559268519282, "loss_rpn_cls": 0.022597581351874396, "loss_rpn_loc": 0.053209140663966537, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8422035276889801, "total_loss": 0.5694740229810122}
{"data_time": 0.028834652388468385, "eta_seconds": 23897.830732311122, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.1017530487804878, "fast_rcnn/fg_cls_accuracy": 0.8770745145467984, "iteration": 24079, "loss_box_reg": 0.3214087001979351, "loss_cls": 0.1577614974230528, "loss_rpn_cls": 0.021370668269810267, "loss_rpn_loc": 0.049749288125894964, "lr": 0.02, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8420847260858864, "total_loss": 0.5592854517162777}
{"data_time": 0.030121736461296678, "eta_seconds": 23882.078156339005, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.14036285216840771, "fast_rcnn/fg_cls_accuracy": 0.8372600885826771, "iteration": 24099, "loss_box_reg": 0.3425594950094819, "loss_cls": 0.16393325291574, "loss_rpn_cls": 0.020777454643393867, "loss_rpn_loc": 0.04999240656616166, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8441076811868697, "total_loss": 0.5705612024175934}
{"data_time": 0.02113704290241003, "eta_seconds": 23864.806052878732, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1241740088105727, "fast_rcnn/fg_cls_accuracy": 0.8405877976190477, "iteration": 24119, "loss_box_reg": 0.3170122606679797, "loss_cls": 0.158607698045671, "loss_rpn_cls": 0.02265050887945108, "loss_rpn_loc": 0.054738088976591825, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.8355456530116498, "total_loss": 0.5652476024697535}
{"data_time": 0.02779810782521963, "eta_seconds": 23844.710274871904, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.14453125, "fast_rcnn/fg_cls_accuracy": 0.83671875, "iteration": 24139, "loss_box_reg": 0.32853563223034143, "loss_cls": 0.15214381599798799, "loss_rpn_cls": 0.02173524707905017, "loss_rpn_loc": 0.056244539096951485, "lr": 0.02, "roi_head/num_bg_samples": 390.0, "roi_head/num_fg_samples": 122.0, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.8412770035210997, "total_loss": 0.5602367619576398}
{"data_time": 0.028490184340626, "eta_seconds": 23819.964885863476, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.12063754562043796, "fast_rcnn/fg_cls_accuracy": 0.858647924270073, "iteration": 24159, "loss_box_reg": 0.3402511775493622, "loss_cls": 0.16582372481934726, "loss_rpn_cls": 0.0221090333070606, "loss_rpn_loc": 0.05306902120355517, "lr": 0.02, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8348170700483024, "total_loss": 0.5888898134580813}
{"data_time": 0.022300739539787173, "eta_seconds": 23805.41244674218, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.18795072115384615, "fast_rcnn/fg_cls_accuracy": 0.787109375, "iteration": 24179, "loss_box_reg": 0.3351830095052719, "loss_cls": 0.16056970553472638, "loss_rpn_cls": 0.0280171369377058, "loss_rpn_loc": 0.05369259207509458, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 196.75, "rpn/num_pos_anchors": 59.25, "time": 0.8419102905318141, "total_loss": 0.5867938362061977}
{"data_time": 0.028665837133303285, "eta_seconds": 23784.786535179708, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1337527820578668, "fast_rcnn/fg_cls_accuracy": 0.8328939108600125, "iteration": 24199, "loss_box_reg": 0.3257186869159341, "loss_cls": 0.1625760942697525, "loss_rpn_cls": 0.022414602601202205, "loss_rpn_loc": 0.05440772499423474, "lr": 0.02, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8351212949492037, "total_loss": 0.5574641021667048}
{"data_time": 0.028258951380848885, "eta_seconds": 23771.790170061635, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.12477253136672732, "fast_rcnn/fg_cls_accuracy": 0.8642825983502538, "iteration": 24219, "loss_box_reg": 0.324602791108191, "loss_cls": 0.15988858696073294, "loss_rpn_cls": 0.025084554305067286, "loss_rpn_loc": 0.054398753214627504, "lr": 0.02, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.8427734135184437, "total_loss": 0.559273851395119}
{"data_time": 0.026422846829518676, "eta_seconds": 23751.16965021426, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.13501199040767387, "fast_rcnn/fg_cls_accuracy": 0.8499688974133015, "iteration": 24239, "loss_box_reg": 0.31893084198236465, "loss_cls": 0.16003494150936604, "loss_rpn_cls": 0.022461562941316515, "loss_rpn_loc": 0.0537362020695582, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8388848442118615, "total_loss": 0.5593592967488803}
{"data_time": 0.026162131456658244, "eta_seconds": 23730.373239125358, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.126953125, "fast_rcnn/fg_cls_accuracy": 0.8539863782051282, "iteration": 24259, "loss_box_reg": 0.31470390036702156, "loss_cls": 0.15944840386509895, "loss_rpn_cls": 0.023615297162905335, "loss_rpn_loc": 0.05518057360313833, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8386870580725372, "total_loss": 0.5531339530425612}
{"data_time": 0.025604961207136512, "eta_seconds": 23710.042459322372, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.12739018793706294, "fast_rcnn/fg_cls_accuracy": 0.838131157635468, "iteration": 24279, "loss_box_reg": 0.3273065024986863, "loss_cls": 0.16225154348649085, "loss_rpn_cls": 0.022089261416113004, "loss_rpn_loc": 0.04997439600992948, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8372833526227623, "total_loss": 0.5782693866931368}
{"data_time": 0.023990015732124448, "eta_seconds": 23686.02449026215, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.138359375, "fast_rcnn/fg_cls_accuracy": 0.847963133640553, "iteration": 24299, "loss_box_reg": 0.32615455240011215, "loss_cls": 0.16223012562841177, "loss_rpn_cls": 0.02232747187372297, "loss_rpn_loc": 0.051919564604759216, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8350217901170254, "total_loss": 0.5584356598556042}
{"data_time": 0.02238796092569828, "eta_seconds": 23671.32064979407, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.15293536047717843, "fast_rcnn/fg_cls_accuracy": 0.810546875, "iteration": 24319, "loss_box_reg": 0.3154158126562834, "loss_cls": 0.15902393078431487, "loss_rpn_cls": 0.02086923795286566, "loss_rpn_loc": 0.050568355014547706, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8415927055757493, "total_loss": 0.5461848240229301}
{"data_time": 0.031547522405162454, "eta_seconds": 23651.937829502625, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.14673171397379914, "fast_rcnn/fg_cls_accuracy": 0.8343162785947713, "iteration": 24339, "loss_box_reg": 0.32554585579782724, "loss_cls": 0.1600511036813259, "loss_rpn_cls": 0.021934625692665577, "loss_rpn_loc": 0.05134616984287277, "lr": 0.02, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.83726164419204, "total_loss": 0.5682432015892118}
{"data_time": 0.028417255962267518, "eta_seconds": 23632.43850675458, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.8696014301385446, "iteration": 24359, "loss_box_reg": 0.32517892494797707, "loss_cls": 0.15174854965880513, "loss_rpn_cls": 0.023515064152888954, "loss_rpn_loc": 0.05603850423358381, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8371674353256822, "total_loss": 0.552990336320363}
{"data_time": 0.02935414155945182, "eta_seconds": 23615.925123450812, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.14650143286026202, "fast_rcnn/fg_cls_accuracy": 0.830078125, "iteration": 24379, "loss_box_reg": 0.3044313844293356, "loss_cls": 0.147851319052279, "loss_rpn_cls": 0.02101050128112547, "loss_rpn_loc": 0.04751911701168865, "lr": 0.02, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 204.5, "rpn/num_pos_anchors": 51.5, "time": 0.840844969265163, "total_loss": 0.5217173871642444}
{"data_time": 0.02716422383673489, "eta_seconds": 23601.54486512742, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.12522977941176472, "fast_rcnn/fg_cls_accuracy": 0.8345753205128206, "iteration": 24399, "loss_box_reg": 0.3317230585962534, "loss_cls": 0.1494838697835803, "loss_rpn_cls": 0.0235897762759123, "loss_rpn_loc": 0.05717252573231235, "lr": 0.02, "roi_head/num_bg_samples": 386.25, "roi_head/num_fg_samples": 125.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8441351582296193, "total_loss": 0.567190466914326}
{"data_time": 0.022446729941293597, "eta_seconds": 23585.23647072981, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.1442920918367347, "fast_rcnn/fg_cls_accuracy": 0.7939234164798206, "iteration": 24419, "loss_box_reg": 0.33002754766494036, "loss_cls": 0.16559399804100394, "loss_rpn_cls": 0.0233607804402709, "loss_rpn_loc": 0.060318967211060226, "lr": 0.02, "roi_head/num_bg_samples": 386.75, "roi_head/num_fg_samples": 125.25, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 0.840620810398832, "total_loss": 0.5709549128660001}
{"data_time": 0.027780343545600772, "eta_seconds": 23571.87138945982, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.14777728873239437, "fast_rcnn/fg_cls_accuracy": 0.83203125, "iteration": 24439, "loss_box_reg": 0.3203408205881715, "loss_cls": 0.1649142950773239, "loss_rpn_cls": 0.028823262080550194, "loss_rpn_loc": 0.05547178105916828, "lr": 0.02, "roi_head/num_bg_samples": 386.25, "roi_head/num_fg_samples": 125.75, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.8428030605427921, "total_loss": 0.5807450436986983}
{"data_time": 0.02776476787403226, "eta_seconds": 23563.512343623675, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.1353000335232987, "fast_rcnn/fg_cls_accuracy": 0.853515625, "iteration": 24459, "loss_box_reg": 0.3249622508883476, "loss_cls": 0.1651612240821123, "loss_rpn_cls": 0.025354580546263605, "loss_rpn_loc": 0.060885100392624736, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8441560189239681, "total_loss": 0.5757492359552998}
{"data_time": 0.029048993485048413, "eta_seconds": 23547.482781381812, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1206936416184971, "fast_rcnn/fg_cls_accuracy": 0.8740079365079365, "iteration": 24479, "loss_box_reg": 0.32324382569640875, "loss_cls": 0.1602596528828144, "loss_rpn_cls": 0.02333715313579887, "loss_rpn_loc": 0.0535606729099527, "lr": 0.02, "roi_head/num_bg_samples": 384.5, "roi_head/num_fg_samples": 127.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8395927988458425, "total_loss": 0.5699978424818255}
{"data_time": 0.020856444025412202, "eta_seconds": 23536.116336404346, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.16819287909836067, "fast_rcnn/fg_cls_accuracy": 0.8252185792349727, "iteration": 24499, "loss_box_reg": 0.31810702942311764, "loss_cls": 0.15941608604043722, "loss_rpn_cls": 0.02154468890512362, "loss_rpn_loc": 0.05715602322015911, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.8476542909629643, "total_loss": 0.5466006907518022}
{"data_time": 0.023750781547278166, "eta_seconds": 23521.264481385006, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.1555371806569343, "fast_rcnn/fg_cls_accuracy": 0.8202709441489362, "iteration": 24519, "loss_box_reg": 0.3207550225779414, "loss_cls": 0.16667699394747615, "loss_rpn_cls": 0.02253361532348208, "loss_rpn_loc": 0.05572387744905427, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8412925393786281, "total_loss": 0.567860521550756}
{"data_time": 0.022388642420992255, "eta_seconds": 23508.315706354566, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.12432238520408163, "fast_rcnn/fg_cls_accuracy": 0.8160978618421053, "iteration": 24539, "loss_box_reg": 0.33770556561648846, "loss_cls": 0.1647255918942392, "loss_rpn_cls": 0.024553951108828187, "loss_rpn_loc": 0.0567489544628188, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.8442813325673342, "total_loss": 0.5841263558831997}
{"data_time": 0.02888296451419592, "eta_seconds": 23487.639858274488, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.17066328946122528, "fast_rcnn/fg_cls_accuracy": 0.8196211683053788, "iteration": 24559, "loss_box_reg": 0.3172116717323661, "loss_cls": 0.154416982550174, "loss_rpn_cls": 0.020450442796573043, "loss_rpn_loc": 0.05202501191524789, "lr": 0.02, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8385629046242684, "total_loss": 0.5354899588419357}
{"data_time": 0.030371601227670908, "eta_seconds": 23464.301549975993, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.10432213930348258, "fast_rcnn/fg_cls_accuracy": 0.8764803941082803, "iteration": 24579, "loss_box_reg": 0.3238634280860424, "loss_cls": 0.15649172058328986, "loss_rpn_cls": 0.019749224185943604, "loss_rpn_loc": 0.05029754131101072, "lr": 0.02, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.8404856270644814, "total_loss": 0.5509272834460717}
{"data_time": 0.031191094545647502, "eta_seconds": 23445.867048230954, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.150390625, "fast_rcnn/fg_cls_accuracy": 0.8480548469387755, "iteration": 24599, "loss_box_reg": 0.318189287558198, "loss_cls": 0.1657236493192613, "loss_rpn_cls": 0.02430329329217784, "loss_rpn_loc": 0.05156402150169015, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8391591950785369, "total_loss": 0.5717447832284961}
{"data_time": 0.02787134167738259, "eta_seconds": 23425.73193722195, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.12806697873142533, "fast_rcnn/fg_cls_accuracy": 0.844235157263657, "iteration": 24619, "loss_box_reg": 0.33391037583351135, "loss_cls": 0.17254262836650014, "loss_rpn_cls": 0.021900512743741274, "loss_rpn_loc": 0.05761018977500498, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8389516528695822, "total_loss": 0.5980377081286861}
{"data_time": 0.03033401956781745, "eta_seconds": 23401.135608330835, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.11401767418032788, "fast_rcnn/fg_cls_accuracy": 0.870328443877551, "iteration": 24639, "loss_box_reg": 0.31498359981924295, "loss_cls": 0.1509376484900713, "loss_rpn_cls": 0.026521457359194756, "loss_rpn_loc": 0.05214348726440221, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8366098438855261, "total_loss": 0.5322820479632355}
{"data_time": 0.027155299670994282, "eta_seconds": 23386.07088425802, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.1408108847258307, "fast_rcnn/fg_cls_accuracy": 0.8333916355721394, "iteration": 24659, "loss_box_reg": 0.31665978766977787, "loss_cls": 0.15940950578078628, "loss_rpn_cls": 0.02277472872810904, "loss_rpn_loc": 0.053028868860565126, "lr": 0.02, "roi_head/num_bg_samples": 413.5, "roi_head/num_fg_samples": 98.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8432843671180308, "total_loss": 0.5497808526270092}
{"data_time": 0.026523321866989136, "eta_seconds": 23376.032921680948, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.131373551465576, "fast_rcnn/fg_cls_accuracy": 0.8498554913294798, "iteration": 24679, "loss_box_reg": 0.2997503336519003, "loss_cls": 0.15200585592538118, "loss_rpn_cls": 0.023623199085704982, "loss_rpn_loc": 0.05243164428975433, "lr": 0.02, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8430125217419118, "total_loss": 0.5306412565987557}
{"data_time": 0.030435614986345172, "eta_seconds": 23362.60550320102, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.13237817433081672, "fast_rcnn/fg_cls_accuracy": 0.834757707943856, "iteration": 24699, "loss_box_reg": 0.3323454214259982, "loss_cls": 0.16131559340283275, "loss_rpn_cls": 0.023694256728049368, "loss_rpn_loc": 0.052371300058439374, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8425972410477698, "total_loss": 0.5766728546004742}
{"data_time": 0.0279702702537179, "eta_seconds": 23352.8231141048, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.137737365430622, "fast_rcnn/fg_cls_accuracy": 0.8592329545454546, "iteration": 24719, "loss_box_reg": 0.310117369517684, "loss_cls": 0.15669588651508093, "loss_rpn_cls": 0.024362578231375664, "loss_rpn_loc": 0.052838998613879085, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8399332333356142, "total_loss": 0.5407292268355377}
{"data_time": 0.023918829392641783, "eta_seconds": 23336.329054277157, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.14573469065656566, "fast_rcnn/fg_cls_accuracy": 0.8357769691780822, "iteration": 24739, "loss_box_reg": 0.32607652992010117, "loss_cls": 0.1539872484281659, "loss_rpn_cls": 0.02414600076735951, "loss_rpn_loc": 0.05415983113925904, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8466743067838252, "total_loss": 0.5642704290221445}
{"data_time": 0.026189483236521482, "eta_seconds": 23315.678553993814, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.13960101867572156, "fast_rcnn/fg_cls_accuracy": 0.8444413303437968, "iteration": 24759, "loss_box_reg": 0.3225292731076479, "loss_cls": 0.1588080902583897, "loss_rpn_cls": 0.023806033888831735, "loss_rpn_loc": 0.051003347616642714, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8391883519943804, "total_loss": 0.5658584465272725}
{"data_time": 0.029615149600431323, "eta_seconds": 23298.86900959816, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.120546875, "fast_rcnn/fg_cls_accuracy": 0.86328125, "iteration": 24779, "loss_box_reg": 0.3316408395767212, "loss_cls": 0.16531833447515965, "loss_rpn_cls": 0.023356276098638773, "loss_rpn_loc": 0.052500548074021935, "lr": 0.02, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8361168019473553, "total_loss": 0.5718264036113396}
{"data_time": 0.030378609895706177, "eta_seconds": 23285.89211961138, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.15587044534412955, "fast_rcnn/fg_cls_accuracy": 0.8380566801619433, "iteration": 24799, "loss_box_reg": 0.3115395735949278, "loss_cls": 0.16150221368297935, "loss_rpn_cls": 0.01950657513225451, "loss_rpn_loc": 0.0549203553237021, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8442351575940847, "total_loss": 0.5621002458792645}
{"data_time": 0.025504590710625052, "eta_seconds": 23272.90465532709, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.13132102272727272, "fast_rcnn/fg_cls_accuracy": 0.8491477272727272, "iteration": 24819, "loss_box_reg": 0.3153291782364249, "loss_cls": 0.15793159557506442, "loss_rpn_cls": 0.023693603550782427, "loss_rpn_loc": 0.05301635339856148, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8422684101387858, "total_loss": 0.5467531052127015}
{"data_time": 0.027865843614563346, "eta_seconds": 23259.2278299334, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.1477481617647059, "fast_rcnn/fg_cls_accuracy": 0.8326822916666667, "iteration": 24839, "loss_box_reg": 0.32369708735495806, "loss_cls": 0.1687905597500503, "loss_rpn_cls": 0.02426903074956499, "loss_rpn_loc": 0.05465388251468539, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.8442146971356124, "total_loss": 0.5669215212692507}
{"data_time": 0.028242317494004965, "eta_seconds": 23241.875147291925, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.13113839285714285, "fast_rcnn/fg_cls_accuracy": 0.8590015800908553, "iteration": 24859, "loss_box_reg": 0.32265231292694807, "loss_cls": 0.15435172617435455, "loss_rpn_cls": 0.023492048727348447, "loss_rpn_loc": 0.051120254676789045, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8422607672400773, "total_loss": 0.563402195693925}
{"data_time": 0.029518021503463387, "eta_seconds": 23225.058190490585, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.14007994186046513, "fast_rcnn/fg_cls_accuracy": 0.8557958743842364, "iteration": 24879, "loss_box_reg": 0.32265517115592957, "loss_cls": 0.1506414725445211, "loss_rpn_cls": 0.023186688573332503, "loss_rpn_loc": 0.0512539551127702, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8385603288188577, "total_loss": 0.543273180432152}
{"data_time": 0.02570854197256267, "eta_seconds": 23210.189628499094, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.15288726842727632, "fast_rcnn/fg_cls_accuracy": 0.8052555381928486, "iteration": 24899, "loss_box_reg": 0.2977032857015729, "loss_cls": 0.1520868455991149, "loss_rpn_cls": 0.022320582036627457, "loss_rpn_loc": 0.04759147041477263, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.8372736948076636, "total_loss": 0.5313251194311306}
{"data_time": 0.028387934900820255, "eta_seconds": 23202.482627509627, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.11725296787709497, "fast_rcnn/fg_cls_accuracy": 0.853515625, "iteration": 24919, "loss_box_reg": 0.3267317609861493, "loss_cls": 0.15643523540347815, "loss_rpn_cls": 0.021509440994122997, "loss_rpn_loc": 0.05461534298956394, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8470304107759148, "total_loss": 0.5624497252283618}
{"data_time": 0.024564602179452777, "eta_seconds": 23184.31285736058, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.13947491795593062, "fast_rcnn/fg_cls_accuracy": 0.8497540509259259, "iteration": 24939, "loss_box_reg": 0.3141692588105798, "loss_cls": 0.1555220726877451, "loss_rpn_cls": 0.01819814450573176, "loss_rpn_loc": 0.05321126652415842, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8373594873119146, "total_loss": 0.5365363030869048}
{"data_time": 0.028756642481312156, "eta_seconds": 23166.65631152736, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.12423298836889826, "fast_rcnn/fg_cls_accuracy": 0.8487295081967212, "iteration": 24959, "loss_box_reg": 0.3247472383081913, "loss_cls": 0.1628371742554009, "loss_rpn_cls": 0.02356201858492568, "loss_rpn_loc": 0.05156105733476579, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8365746168419719, "total_loss": 0.5585355470539071}
{"data_time": 0.02227430511265993, "eta_seconds": 23151.822856803192, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.13825184811827956, "fast_rcnn/fg_cls_accuracy": 0.8481113470873787, "iteration": 24979, "loss_box_reg": 0.31974904146045446, "loss_cls": 0.16055655619129539, "loss_rpn_cls": 0.023895097605418414, "loss_rpn_loc": 0.05320544296409935, "lr": 0.02, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 199.25, "rpn/num_pos_anchors": 56.75, "time": 0.8439867242705077, "total_loss": 0.5665045841597021}
{"data_time": 0.026312140747904778, "eta_seconds": 23139.274821752915, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.154296875, "fast_rcnn/fg_cls_accuracy": 0.8391137941919191, "iteration": 24999, "loss_box_reg": 0.3358723381534219, "loss_cls": 0.16863121651113033, "loss_rpn_cls": 0.021158333052881062, "loss_rpn_loc": 0.05898502073250711, "lr": 0.02, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8366872824262828, "total_loss": 0.5835780097404495}
{"data_time": 0.028848749352619052, "eta_seconds": 23117.054685807787, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.1290464264354067, "fast_rcnn/fg_cls_accuracy": 0.8414919714540589, "iteration": 25019, "loss_box_reg": 0.3161512892693281, "loss_cls": 0.162979525513947, "loss_rpn_cls": 0.022394478175556287, "loss_rpn_loc": 0.05136699613649398, "lr": 0.02, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8397662800271064, "total_loss": 0.5517437243834138}
{"data_time": 0.02900500292889774, "eta_seconds": 23096.729037874844, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.12843416765402843, "fast_rcnn/fg_cls_accuracy": 0.8252539410929479, "iteration": 25039, "loss_box_reg": 0.3267326708883047, "loss_cls": 0.16302388673648238, "loss_rpn_cls": 0.020932782732415944, "loss_rpn_loc": 0.054192683193832636, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8407152716536075, "total_loss": 0.566743002156727}
{"data_time": 0.02882766886614263, "eta_seconds": 23079.56617175904, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.130453125, "fast_rcnn/fg_cls_accuracy": 0.8621609195402299, "iteration": 25059, "loss_box_reg": 0.31528372317552567, "loss_cls": 0.1575908325612545, "loss_rpn_cls": 0.020676607091445476, "loss_rpn_loc": 0.049872509902343154, "lr": 0.02, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8374181224498898, "total_loss": 0.547217136452673}
{"data_time": 0.030261335661634803, "eta_seconds": 23062.823510574875, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.14189083637954197, "fast_rcnn/fg_cls_accuracy": 0.7972105061349692, "iteration": 25079, "loss_box_reg": 0.3158393790945411, "loss_cls": 0.16585968458093703, "loss_rpn_cls": 0.02436686697183177, "loss_rpn_loc": 0.052097247331403196, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8474809669423848, "total_loss": 0.5695476040418725}
{"data_time": 0.028128393460065126, "eta_seconds": 23042.227474107873, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.1260629788667172, "fast_rcnn/fg_cls_accuracy": 0.8461436170212766, "iteration": 25099, "loss_box_reg": 0.3146584052592516, "loss_cls": 0.14970471616834402, "loss_rpn_cls": 0.02290845158859156, "loss_rpn_loc": 0.05008546356111765, "lr": 0.02, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.8362680620048195, "total_loss": 0.5436415126023348}
{"data_time": 0.0270951131824404, "eta_seconds": 23025.408943781164, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.15739771262886598, "fast_rcnn/fg_cls_accuracy": 0.8375740293924105, "iteration": 25119, "loss_box_reg": 0.3110827300697565, "loss_cls": 0.15950618218630552, "loss_rpn_cls": 0.022738094558008015, "loss_rpn_loc": 0.055504001677036285, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.8387468277942389, "total_loss": 0.5430146221769974}
{"data_time": 0.02228988753631711, "eta_seconds": 23009.142523778835, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.1462352109053498, "fast_rcnn/fg_cls_accuracy": 0.8227054014900662, "iteration": 25139, "loss_box_reg": 0.32309280056506395, "loss_cls": 0.15499139623716474, "loss_rpn_cls": 0.020717532199341804, "loss_rpn_loc": 0.052088670432567596, "lr": 0.02, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8438291675411165, "total_loss": 0.5521778390684631}
{"data_time": 0.025527423480525613, "eta_seconds": 22997.9779745345, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.14424110082839417, "fast_rcnn/fg_cls_accuracy": 0.8429189189189189, "iteration": 25159, "loss_box_reg": 0.3108092416077852, "loss_cls": 0.16120878723450005, "loss_rpn_cls": 0.020942125178407878, "loss_rpn_loc": 0.04951136274030432, "lr": 0.02, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8443631650879979, "total_loss": 0.535631282342365}
{"data_time": 0.02981635299511254, "eta_seconds": 22983.30156260566, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8543816174814147, "iteration": 25179, "loss_box_reg": 0.31858100835233927, "loss_cls": 0.1648077075369656, "loss_rpn_cls": 0.022513938311021775, "loss_rpn_loc": 0.05207532609347254, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8465295038186014, "total_loss": 0.5520595569396392}
{"data_time": 0.02252444066107273, "eta_seconds": 22968.962742137723, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.14746938775510204, "fast_rcnn/fg_cls_accuracy": 0.8474103112378237, "iteration": 25199, "loss_box_reg": 0.3087622709572315, "loss_cls": 0.14886555075645447, "loss_rpn_cls": 0.01995832586544566, "loss_rpn_loc": 0.05411367505439557, "lr": 0.02, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8429615765344352, "total_loss": 0.5271299101877958}
{"data_time": 0.02462259284220636, "eta_seconds": 22946.47809990961, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.18488198138297873, "fast_rcnn/fg_cls_accuracy": 0.8023582995951417, "iteration": 25219, "loss_box_reg": 0.3214345769956708, "loss_cls": 0.16049897717311978, "loss_rpn_cls": 0.02233238867484033, "loss_rpn_loc": 0.055856659077107906, "lr": 0.02, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8368268948979676, "total_loss": 0.5677955772262067}
{"data_time": 0.027893977938219905, "eta_seconds": 22931.2750186217, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1403979432148446, "fast_rcnn/fg_cls_accuracy": 0.8217176622956128, "iteration": 25239, "loss_box_reg": 0.3059017965570092, "loss_cls": 0.16800471348688006, "loss_rpn_cls": 0.025932732329238206, "loss_rpn_loc": 0.05076800403185189, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8445402225479484, "total_loss": 0.5484730190655682}
{"data_time": 0.0285011469386518, "eta_seconds": 22917.29468003637, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.14760044642857142, "fast_rcnn/fg_cls_accuracy": 0.8337371439873418, "iteration": 25259, "loss_box_reg": 0.31996065471321344, "loss_cls": 0.15901325270533562, "loss_rpn_cls": 0.022902967932168394, "loss_rpn_loc": 0.05561733688227832, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8392200239468366, "total_loss": 0.5549471951089799}
{"data_time": 0.02785810478962958, "eta_seconds": 22903.875664226944, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.10816271551724138, "fast_rcnn/fg_cls_accuracy": 0.8678296728755445, "iteration": 25279, "loss_box_reg": 0.3169569903984666, "loss_cls": 0.15401018550619483, "loss_rpn_cls": 0.021223482151981443, "loss_rpn_loc": 0.05082405311986804, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8424169099889696, "total_loss": 0.555601028696401}
{"data_time": 0.025578340515494347, "eta_seconds": 22883.64350029989, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.11378348214285713, "fast_rcnn/fg_cls_accuracy": 0.8547482211275315, "iteration": 25299, "loss_box_reg": 0.31546326726675034, "loss_cls": 0.16142275440506637, "loss_rpn_cls": 0.02596310165245086, "loss_rpn_loc": 0.050644796749111265, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8369103875011206, "total_loss": 0.5617318993608933}
{"data_time": 0.02140424051322043, "eta_seconds": 22869.448026038008, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.10546875, "fast_rcnn/fg_cls_accuracy": 0.853515625, "iteration": 25319, "loss_box_reg": 0.32564373780041933, "loss_cls": 0.15159760415554047, "loss_rpn_cls": 0.022668082092422992, "loss_rpn_loc": 0.05058192589785904, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8430867688730359, "total_loss": 0.5586250298656523}
{"data_time": 0.026948154903948307, "eta_seconds": 22853.391385917785, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.1333109969473606, "fast_rcnn/fg_cls_accuracy": 0.8517561983471075, "iteration": 25339, "loss_box_reg": 0.291523770429194, "loss_cls": 0.15295882057398558, "loss_rpn_cls": 0.02102494047721848, "loss_rpn_loc": 0.05089161638170481, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.83983981795609, "total_loss": 0.5134390432504006}
{"data_time": 0.025310203665867448, "eta_seconds": 22844.102614819072, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.10247455837173579, "fast_rcnn/fg_cls_accuracy": 0.8891449052739375, "iteration": 25359, "loss_box_reg": 0.3115230891853571, "loss_cls": 0.1545691022183746, "loss_rpn_cls": 0.02232034744520206, "loss_rpn_loc": 0.05062089749844745, "lr": 0.02, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.847417393932119, "total_loss": 0.5448600778763648}
{"data_time": 0.029389016097411513, "eta_seconds": 22830.943166840356, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.15902549342105263, "fast_rcnn/fg_cls_accuracy": 0.815990990990991, "iteration": 25379, "loss_box_reg": 0.3110070936381817, "loss_cls": 0.15731719974428415, "loss_rpn_cls": 0.020495132746873423, "loss_rpn_loc": 0.04792558972258121, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8388127216603607, "total_loss": 0.538399359153118}
{"data_time": 0.02291191043332219, "eta_seconds": 22812.36735947104, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.12382075471698113, "fast_rcnn/fg_cls_accuracy": 0.7966170400943396, "iteration": 25399, "loss_box_reg": 0.31329261139035225, "loss_cls": 0.1630399259738624, "loss_rpn_cls": 0.022821906313765794, "loss_rpn_loc": 0.052855743444524705, "lr": 0.02, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8448098944500089, "total_loss": 0.5580850256374106}
{"data_time": 0.02866648370400071, "eta_seconds": 22795.53228522325, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.14761324541284404, "fast_rcnn/fg_cls_accuracy": 0.84375, "iteration": 25419, "loss_box_reg": 0.33632069919258356, "loss_cls": 0.17190210288390517, "loss_rpn_cls": 0.02084406081121415, "loss_rpn_loc": 0.051626795437186956, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8414172439370304, "total_loss": 0.5719646590878256}
{"data_time": 0.018789023626595736, "eta_seconds": 22774.217311796267, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.10259472150259066, "fast_rcnn/fg_cls_accuracy": 0.8623827009383924, "iteration": 25439, "loss_box_reg": 0.3131241360679269, "loss_cls": 0.1633099252358079, "loss_rpn_cls": 0.024970454804133624, "loss_rpn_loc": 0.05070520692970604, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8393950881436467, "total_loss": 0.5597751653403975}
{"data_time": 0.025259947637096047, "eta_seconds": 22753.796956981532, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.1311641791044776, "fast_rcnn/fg_cls_accuracy": 0.8491400252647945, "iteration": 25459, "loss_box_reg": 0.32467169035226107, "loss_cls": 0.15779421711340547, "loss_rpn_cls": 0.021539826833759435, "loss_rpn_loc": 0.04932274832390249, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8414746874477714, "total_loss": 0.5549901928607142}
{"data_time": 0.026779770851135254, "eta_seconds": 22735.94966116827, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.17656205824144755, "fast_rcnn/fg_cls_accuracy": 0.8058909153180923, "iteration": 25479, "loss_box_reg": 0.32138678152114153, "loss_cls": 0.15520730568096042, "loss_rpn_cls": 0.018486987333744764, "loss_rpn_loc": 0.049812207580544055, "lr": 0.02, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8396539331879467, "total_loss": 0.5513480735826306}
{"data_time": 0.04233192652463913, "eta_seconds": 22718.766643760027, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.12331081081081081, "fast_rcnn/fg_cls_accuracy": 0.8020983645983646, "iteration": 25499, "loss_box_reg": 0.3267704797908664, "loss_cls": 0.15945637878030539, "loss_rpn_cls": 0.019401449244469404, "loss_rpn_loc": 0.04900394624564797, "lr": 0.02, "roi_head/num_bg_samples": 419.75, "roi_head/num_fg_samples": 92.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.8414386084768921, "total_loss": 0.5499222892394755}
{"data_time": 0.03226772742345929, "eta_seconds": 22701.938550990308, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.16022055041152264, "fast_rcnn/fg_cls_accuracy": 0.8364470108695652, "iteration": 25519, "loss_box_reg": 0.3268624385818839, "loss_cls": 0.16076570516452193, "loss_rpn_cls": 0.02139984226960223, "loss_rpn_loc": 0.05034373002126813, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8421701190527529, "total_loss": 0.5604729175101966}
{"data_time": 0.03556253155693412, "eta_seconds": 22685.446465772577, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.138671875, "fast_rcnn/fg_cls_accuracy": 0.8362565363545817, "iteration": 25539, "loss_box_reg": 0.31267263926565647, "loss_cls": 0.157007678411901, "loss_rpn_cls": 0.022653504682239145, "loss_rpn_loc": 0.05318745324620977, "lr": 0.02, "roi_head/num_bg_samples": 386.25, "roi_head/num_fg_samples": 125.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8433056378271431, "total_loss": 0.5616999194317032}
{"data_time": 0.027540156384930015, "eta_seconds": 22667.845692110714, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.134765625, "fast_rcnn/fg_cls_accuracy": 0.8349130240856377, "iteration": 25559, "loss_box_reg": 0.3080719355493784, "loss_cls": 0.1613080920651555, "loss_rpn_cls": 0.017315726465312764, "loss_rpn_loc": 0.04898259264882654, "lr": 0.02, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8383840550668538, "total_loss": 0.5360538109380286}
{"data_time": 0.02926932182163, "eta_seconds": 22648.08524214453, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.109109268707483, "fast_rcnn/fg_cls_accuracy": 0.8820179960633612, "iteration": 25579, "loss_box_reg": 0.31466074381023645, "loss_cls": 0.15187594760209322, "loss_rpn_cls": 0.01827237123507075, "loss_rpn_loc": 0.0541421560337767, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.8385086469352245, "total_loss": 0.5385727861430496}
{"data_time": 0.02119942521676421, "eta_seconds": 22631.25965227629, "fast_rcnn/cls_accuracy": 0.92822265625, "fast_rcnn/false_negative": 0.1302425986842105, "fast_rcnn/fg_cls_accuracy": 0.822265625, "iteration": 25599, "loss_box_reg": 0.3116360902786255, "loss_cls": 0.15215391153469682, "loss_rpn_cls": 0.01887774234637618, "loss_rpn_loc": 0.04601833247579634, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.83855264284648, "total_loss": 0.537192892661551}
{"data_time": 0.022806202992796898, "eta_seconds": 22619.164084191434, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.14029309109400642, "fast_rcnn/fg_cls_accuracy": 0.8357886517438834, "iteration": 25619, "loss_box_reg": 0.31664944533258677, "loss_cls": 0.16107154730707407, "loss_rpn_cls": 0.022606732440181077, "loss_rpn_loc": 0.05096158315427601, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8452896042726934, "total_loss": 0.5596943899290636}
{"data_time": 0.028740866342559457, "eta_seconds": 22601.304755651392, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.13938291834858718, "fast_rcnn/fg_cls_accuracy": 0.8411984707446809, "iteration": 25639, "loss_box_reg": 0.30574404541403055, "loss_cls": 0.15392414666712284, "loss_rpn_cls": 0.021609496732708067, "loss_rpn_loc": 0.050251660170033574, "lr": 0.02, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8386926278471947, "total_loss": 0.5252343968022615}
{"data_time": 0.026555120246484876, "eta_seconds": 22580.324788617203, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.13849431818181818, "fast_rcnn/fg_cls_accuracy": 0.8518209464471147, "iteration": 25659, "loss_box_reg": 0.317236359231174, "loss_cls": 0.16214201739057899, "loss_rpn_cls": 0.02162923925789073, "loss_rpn_loc": 0.05234338191803545, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8408369137905538, "total_loss": 0.5602523798588663}
{"data_time": 0.01967493025586009, "eta_seconds": 22565.12764026504, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.15577533615537847, "fast_rcnn/fg_cls_accuracy": 0.8342645044820718, "iteration": 25679, "loss_box_reg": 0.33556159026920795, "loss_cls": 0.1719299030955881, "loss_rpn_cls": 0.02484926179749891, "loss_rpn_loc": 0.055049735587090254, "lr": 0.02, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 198.75, "rpn/num_pos_anchors": 57.25, "time": 0.8436121365521103, "total_loss": 0.5791883809724823}
{"data_time": 0.026591005502268672, "eta_seconds": 22550.051311913412, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.13059113465665237, "fast_rcnn/fg_cls_accuracy": 0.8466469169463087, "iteration": 25699, "loss_box_reg": 0.2915269425138831, "loss_cls": 0.15265133325010538, "loss_rpn_cls": 0.02150831120525254, "loss_rpn_loc": 0.047545765177346766, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8438010339159518, "total_loss": 0.5171168824890628}
{"data_time": 0.03531465702690184, "eta_seconds": 22534.45915136696, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.14225494604316546, "fast_rcnn/fg_cls_accuracy": 0.8577450539568345, "iteration": 25719, "loss_box_reg": 0.30710269697010517, "loss_cls": 0.15583830187097192, "loss_rpn_cls": 0.023672294861171395, "loss_rpn_loc": 0.0528666905593127, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8438931175041944, "total_loss": 0.5315375620266423}
{"data_time": 0.024279684526845813, "eta_seconds": 22515.892209236277, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.13326322115384615, "fast_rcnn/fg_cls_accuracy": 0.8370682565789473, "iteration": 25739, "loss_box_reg": 0.313506456092, "loss_cls": 0.15264615882188082, "loss_rpn_cls": 0.02337628012173809, "loss_rpn_loc": 0.05257695494219661, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.841937952209264, "total_loss": 0.5467531562317163}
{"data_time": 0.02914087614044547, "eta_seconds": 22496.41170978686, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.1544604868522006, "fast_rcnn/fg_cls_accuracy": 0.8270325741525424, "iteration": 25759, "loss_box_reg": 0.3230150993913412, "loss_cls": 0.15595259703695774, "loss_rpn_cls": 0.022077997055021115, "loss_rpn_loc": 0.05061888147611171, "lr": 0.02, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8330682690721005, "total_loss": 0.5481494885170832}
{"data_time": 0.02575657912530005, "eta_seconds": 22479.82934346213, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.13551194105691056, "fast_rcnn/fg_cls_accuracy": 0.8451554232804233, "iteration": 25779, "loss_box_reg": 0.30272917449474335, "loss_cls": 0.15888130106031895, "loss_rpn_cls": 0.023723353864625096, "loss_rpn_loc": 0.04692510096356273, "lr": 0.02, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.838659263914451, "total_loss": 0.5472030863456894}
{"data_time": 0.021923963213339448, "eta_seconds": 22462.808620329713, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.15315082644628097, "fast_rcnn/fg_cls_accuracy": 0.8276023327464789, "iteration": 25799, "loss_box_reg": 0.32100281305611134, "loss_cls": 0.16186957247555256, "loss_rpn_cls": 0.02262692531803623, "loss_rpn_loc": 0.05374045530334115, "lr": 0.02, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.8421973516233265, "total_loss": 0.5598293265793473}
{"data_time": 0.022258200449869037, "eta_seconds": 22445.675109674223, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.16460080204156036, "fast_rcnn/fg_cls_accuracy": 0.8000326418105325, "iteration": 25819, "loss_box_reg": 0.3221408352255821, "loss_cls": 0.16323872073553503, "loss_rpn_cls": 0.02368662174558267, "loss_rpn_loc": 0.05198071844642982, "lr": 0.02, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8404294818174094, "total_loss": 0.5639419729704969}
{"data_time": 0.02967254165560007, "eta_seconds": 22427.38422596804, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.1420112661631033, "fast_rcnn/fg_cls_accuracy": 0.8504015515734266, "iteration": 25839, "loss_box_reg": 0.3217829205095768, "loss_cls": 0.16504346299916506, "loss_rpn_cls": 0.02203292862395756, "loss_rpn_loc": 0.055662124475929886, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8421280486509204, "total_loss": 0.5732471449882723}
{"data_time": 0.028790896059945226, "eta_seconds": 22412.52698398917, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.142578125, "fast_rcnn/fg_cls_accuracy": 0.839529718137255, "iteration": 25859, "loss_box_reg": 0.3204308245331049, "loss_cls": 0.16450216714292765, "loss_rpn_cls": 0.02351127695874311, "loss_rpn_loc": 0.05906694498844445, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8468099646270275, "total_loss": 0.5749296421417966}
{"data_time": 0.02542523154988885, "eta_seconds": 22395.199471333064, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.13888392857142856, "fast_rcnn/fg_cls_accuracy": 0.8461582220873787, "iteration": 25879, "loss_box_reg": 0.30380140617489815, "loss_cls": 0.1550422664731741, "loss_rpn_cls": 0.020760404717293568, "loss_rpn_loc": 0.04989610344637185, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8346021336037666, "total_loss": 0.5179121033725096}
{"data_time": 0.0236633422318846, "eta_seconds": 22375.15190841048, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.11870959051724138, "fast_rcnn/fg_cls_accuracy": 0.8704427083333333, "iteration": 25899, "loss_box_reg": 0.3189186453819275, "loss_cls": 0.1561841513030231, "loss_rpn_cls": 0.019014802179299295, "loss_rpn_loc": 0.051421993353869766, "lr": 0.02, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8386149054858834, "total_loss": 0.546514196365024}
{"data_time": 0.022056240355595946, "eta_seconds": 22356.698777792975, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.13573526152482268, "fast_rcnn/fg_cls_accuracy": 0.8458854229882267, "iteration": 25919, "loss_box_reg": 0.32944181188941, "loss_cls": 0.159477224573493, "loss_rpn_cls": 0.02340663893846795, "loss_rpn_loc": 0.057031182339414954, "lr": 0.02, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8422683184035122, "total_loss": 0.5799195031868294}
{"data_time": 0.03143826639279723, "eta_seconds": 22341.50632830686, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.8701021634615385, "iteration": 25939, "loss_box_reg": 0.3039177106693387, "loss_cls": 0.15875306958332658, "loss_rpn_cls": 0.02431423604139127, "loss_rpn_loc": 0.052682180306874216, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.8420104456599802, "total_loss": 0.5465758247009944}
{"data_time": 0.023301523877307773, "eta_seconds": 22327.625842157286, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.142578125, "fast_rcnn/fg_cls_accuracy": 0.8270029920212766, "iteration": 25959, "loss_box_reg": 0.3158142510801554, "loss_cls": 0.15821827622130513, "loss_rpn_cls": 0.017562083550728858, "loss_rpn_loc": 0.04966308904113248, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8444796192925423, "total_loss": 0.5400526923767757}
{"data_time": 0.02849543164484203, "eta_seconds": 22312.790554914856, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.13832846177609848, "fast_rcnn/fg_cls_accuracy": 0.8488014614150776, "iteration": 25979, "loss_box_reg": 0.31756514124572277, "loss_cls": 0.160995127633214, "loss_rpn_cls": 0.023114973213523626, "loss_rpn_loc": 0.05138702888507396, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.8468435672111809, "total_loss": 0.5638398648879956}
{"data_time": 0.02801304403692484, "eta_seconds": 22294.50681429496, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1268485349499403, "fast_rcnn/fg_cls_accuracy": 0.8306630180481284, "iteration": 25999, "loss_box_reg": 0.3248916855081916, "loss_cls": 0.1670214389450848, "loss_rpn_cls": 0.022067465353757143, "loss_rpn_loc": 0.05255140503868461, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.839902899460867, "total_loss": 0.574606396839954}
{"data_time": 0.025080034974962473, "eta_seconds": 22276.91935195774, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.11378496798112572, "fast_rcnn/fg_cls_accuracy": 0.8582172652714932, "iteration": 26019, "loss_box_reg": 0.31510672718286514, "loss_cls": 0.15191810252144933, "loss_rpn_cls": 0.024681256531039253, "loss_rpn_loc": 0.05062853533308953, "lr": 0.02, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8348414665088058, "total_loss": 0.5387759270670358}
{"data_time": 0.027216491056606174, "eta_seconds": 22258.911799336085, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.12192438936781609, "fast_rcnn/fg_cls_accuracy": 0.8549748563218391, "iteration": 26039, "loss_box_reg": 0.31925348937511444, "loss_cls": 0.1515873186290264, "loss_rpn_cls": 0.020607185346307233, "loss_rpn_loc": 0.05160561797674745, "lr": 0.02, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.839904529042542, "total_loss": 0.5489252902625594}
{"data_time": 0.028282713843509555, "eta_seconds": 22243.500806016382, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.12895569620253164, "fast_rcnn/fg_cls_accuracy": 0.8660852202087179, "iteration": 26059, "loss_box_reg": 0.31465623900294304, "loss_cls": 0.1607458449434489, "loss_rpn_cls": 0.02529886525007896, "loss_rpn_loc": 0.056610321858897805, "lr": 0.02, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8409473574720323, "total_loss": 0.560849170666188}
{"data_time": 0.023036424070596695, "eta_seconds": 22222.126270947978, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.12109375, "fast_rcnn/fg_cls_accuracy": 0.8520959526431717, "iteration": 26079, "loss_box_reg": 0.3277809824794531, "loss_cls": 0.1691268626600504, "loss_rpn_cls": 0.026999001594958827, "loss_rpn_loc": 0.05519955209456384, "lr": 0.02, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.839479073882103, "total_loss": 0.56771807721816}
{"data_time": 0.026171101722866297, "eta_seconds": 22206.92907913588, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.146875, "fast_rcnn/fg_cls_accuracy": 0.810546875, "iteration": 26099, "loss_box_reg": 0.3109275382012129, "loss_cls": 0.15293551702052355, "loss_rpn_cls": 0.0230104481743183, "loss_rpn_loc": 0.05125308153219521, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.8411382474005222, "total_loss": 0.544730746478308}
{"data_time": 0.02689570398069918, "eta_seconds": 22190.106285242364, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.18008524130044962, "fast_rcnn/fg_cls_accuracy": 0.8051215277777778, "iteration": 26119, "loss_box_reg": 0.3293453063815832, "loss_cls": 0.16061125369742513, "loss_rpn_cls": 0.022730216674972326, "loss_rpn_loc": 0.05331899179145694, "lr": 0.02, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8374602128751576, "total_loss": 0.5681796032004058}
{"data_time": 0.0282940820325166, "eta_seconds": 22174.792106961133, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.11047291256928303, "fast_rcnn/fg_cls_accuracy": 0.8695441632231404, "iteration": 26139, "loss_box_reg": 0.3175368905067444, "loss_cls": 0.16092976043000817, "loss_rpn_cls": 0.022449659270932898, "loss_rpn_loc": 0.055887270951643586, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8509248772170395, "total_loss": 0.5500876258010976}
{"data_time": 0.03071997850202024, "eta_seconds": 22155.633767747087, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.12192708333333334, "fast_rcnn/fg_cls_accuracy": 0.8440061475409837, "iteration": 26159, "loss_box_reg": 0.32157301157712936, "loss_cls": 0.1601086314767599, "loss_rpn_cls": 0.0223847123561427, "loss_rpn_loc": 0.053540609776973724, "lr": 0.02, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8410515231080353, "total_loss": 0.5614524818374775}
{"data_time": 0.030586972599849105, "eta_seconds": 22135.2530060634, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.1461100569259962, "fast_rcnn/fg_cls_accuracy": 0.8408564814814814, "iteration": 26179, "loss_box_reg": 0.32474371045827866, "loss_cls": 0.16582677513360977, "loss_rpn_cls": 0.02151944985962473, "loss_rpn_loc": 0.05083461222238839, "lr": 0.02, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8395361958537251, "total_loss": 0.5608033981479821}
{"data_time": 0.035913330502808094, "eta_seconds": 22115.548966781935, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.12627457453051644, "fast_rcnn/fg_cls_accuracy": 0.8639598004694835, "iteration": 26199, "loss_box_reg": 0.3032489577308297, "loss_cls": 0.14479574747383595, "loss_rpn_cls": 0.020586191851180047, "loss_rpn_loc": 0.05289212742354721, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.837974404450506, "total_loss": 0.53726862827898}
{"data_time": 0.022877410985529423, "eta_seconds": 22097.674832995282, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.169921875, "fast_rcnn/fg_cls_accuracy": 0.8232663997933884, "iteration": 26219, "loss_box_reg": 0.31793101225048304, "loss_cls": 0.15854493621736765, "loss_rpn_cls": 0.02465104972361587, "loss_rpn_loc": 0.053162120282649994, "lr": 0.02, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8334404535125941, "total_loss": 0.5544389302667696}
{"data_time": 0.02862543798983097, "eta_seconds": 22080.277944265166, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.14599169481981983, "fast_rcnn/fg_cls_accuracy": 0.8396007662062708, "iteration": 26239, "loss_box_reg": 0.31718586198985577, "loss_cls": 0.1586033976636827, "loss_rpn_cls": 0.023236538050696254, "loss_rpn_loc": 0.05218871188117191, "lr": 0.02, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 229.0, "rpn/num_pos_anchors": 27.0, "time": 0.8362351534888148, "total_loss": 0.5530441936571151}
{"data_time": 0.02773162443190813, "eta_seconds": 22064.041904517682, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.12804961622807018, "fast_rcnn/fg_cls_accuracy": 0.8598535966957019, "iteration": 26259, "loss_box_reg": 0.3103215955197811, "loss_cls": 0.1489265514537692, "loss_rpn_cls": 0.019753937871428207, "loss_rpn_loc": 0.048706923611462116, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.84212287934497, "total_loss": 0.5374583336815704}
{"data_time": 0.03219897719100118, "eta_seconds": 22046.435019156663, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.15111637636612021, "fast_rcnn/fg_cls_accuracy": 0.83203125, "iteration": 26279, "loss_box_reg": 0.30895278416574, "loss_cls": 0.1540791904553771, "loss_rpn_cls": 0.022530643749632873, "loss_rpn_loc": 0.051113788271322846, "lr": 0.02, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.838063846109435, "total_loss": 0.5481637133052573}
{"data_time": 0.02115311287343502, "eta_seconds": 22032.554344896693, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.14369419642857142, "fast_rcnn/fg_cls_accuracy": 0.8383769132653061, "iteration": 26299, "loss_box_reg": 0.32512764912098646, "loss_cls": 0.14991521183401346, "loss_rpn_cls": 0.022023921890649945, "loss_rpn_loc": 0.05326080694794655, "lr": 0.02, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8504529308993369, "total_loss": 0.5520500563725363}
{"data_time": 0.023791392566636205, "eta_seconds": 22013.785771113122, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.13654119318181818, "fast_rcnn/fg_cls_accuracy": 0.8624098557692308, "iteration": 26319, "loss_box_reg": 0.31263021007180214, "loss_cls": 0.1442526625469327, "loss_rpn_cls": 0.0172978158807382, "loss_rpn_loc": 0.04780585260596126, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8383716039825231, "total_loss": 0.5194416737067513}
{"data_time": 0.02642280445434153, "eta_seconds": 21997.8280871443, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.13386591010900403, "fast_rcnn/fg_cls_accuracy": 0.8325560538116592, "iteration": 26339, "loss_box_reg": 0.31504499074071646, "loss_cls": 0.1564638097770512, "loss_rpn_cls": 0.02490432863123715, "loss_rpn_loc": 0.05164313793648034, "lr": 0.02, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8471248799469322, "total_loss": 0.559632574848365}
{"data_time": 0.023589309072121978, "eta_seconds": 21980.152547369013, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8432456140350877, "iteration": 26359, "loss_box_reg": 0.31888399831950665, "loss_cls": 0.15323069551959634, "loss_rpn_cls": 0.023158455471275374, "loss_rpn_loc": 0.052891621948219836, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.841875268612057, "total_loss": 0.5582877026463393}
{"data_time": 0.02020430751144886, "eta_seconds": 21963.701534973225, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.11328125, "fast_rcnn/fg_cls_accuracy": 0.8503598368226601, "iteration": 26379, "loss_box_reg": 0.31238646153360605, "loss_cls": 0.15017061308026314, "loss_rpn_cls": 0.021436652779811993, "loss_rpn_loc": 0.05138817254919559, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8417802504263818, "total_loss": 0.5362262372509576}
{"data_time": 0.027546613244339824, "eta_seconds": 21942.37450795807, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.134765625, "fast_rcnn/fg_cls_accuracy": 0.8240495137046862, "iteration": 26399, "loss_box_reg": 0.3178183566778898, "loss_cls": 0.15545643866062164, "loss_rpn_cls": 0.01936938207654748, "loss_rpn_loc": 0.04964817815925926, "lr": 0.02, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.8343217365909368, "total_loss": 0.5574980814999435}
{"data_time": 0.03267222992144525, "eta_seconds": 21925.56107206829, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1310614224137931, "fast_rcnn/fg_cls_accuracy": 0.8302593427835052, "iteration": 26419, "loss_box_reg": 0.32801582384854555, "loss_cls": 0.16113217221572995, "loss_rpn_cls": 0.021143054618733004, "loss_rpn_loc": 0.053868546383455396, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8413686582352966, "total_loss": 0.5752216984983534}
{"data_time": 0.026744837872684002, "eta_seconds": 21911.90812837961, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.151151304584781, "fast_rcnn/fg_cls_accuracy": 0.818359375, "iteration": 26439, "loss_box_reg": 0.3298084372654557, "loss_cls": 0.15418478613719344, "loss_rpn_cls": 0.023741642362438142, "loss_rpn_loc": 0.055381155922077596, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.842534314841032, "total_loss": 0.5664943976444192}
{"data_time": 0.028447750955820084, "eta_seconds": 21895.30170011078, "fast_rcnn/cls_accuracy": 0.9267578125, "fast_rcnn/false_negative": 0.1453125, "fast_rcnn/fg_cls_accuracy": 0.84765625, "iteration": 26459, "loss_box_reg": 0.311347053386271, "loss_cls": 0.15431046718731523, "loss_rpn_cls": 0.01992876091389917, "loss_rpn_loc": 0.05575802153907716, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.8421055155340582, "total_loss": 0.5452969954785658}
{"data_time": 0.032228947849944234, "eta_seconds": 21878.69746441627, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.1498956554733447, "fast_rcnn/fg_cls_accuracy": 0.8222278504328606, "iteration": 26479, "loss_box_reg": 0.3143343571573496, "loss_cls": 0.1644078171811998, "loss_rpn_cls": 0.025087920104851946, "loss_rpn_loc": 0.05177105567418039, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8413480734452605, "total_loss": 0.5542321866669226}
{"data_time": 0.0231983819976449, "eta_seconds": 21862.09923546505, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.1351697198275862, "fast_rcnn/fg_cls_accuracy": 0.8310210129310345, "iteration": 26499, "loss_box_reg": 0.3031662446446717, "loss_cls": 0.152059156447649, "loss_rpn_cls": 0.022271966765401885, "loss_rpn_loc": 0.0459843355929479, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8414708629716188, "total_loss": 0.5334374273952562}
{"data_time": 0.02598713245242834, "eta_seconds": 21841.493892619386, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.14277626811594202, "fast_rcnn/fg_cls_accuracy": 0.8447258703356264, "iteration": 26519, "loss_box_reg": 0.3193786311894655, "loss_cls": 0.15409429604187608, "loss_rpn_cls": 0.01928786703501828, "loss_rpn_loc": 0.05199778580572456, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8338318199384958, "total_loss": 0.547067150939256}
{"data_time": 0.028522720094770193, "eta_seconds": 21822.703736684518, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1436605798192771, "fast_rcnn/fg_cls_accuracy": 0.8282765177237539, "iteration": 26539, "loss_box_reg": 0.322992280125618, "loss_cls": 0.15835016500204802, "loss_rpn_cls": 0.02039009699365124, "loss_rpn_loc": 0.05243314744438976, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8400452830828726, "total_loss": 0.5549770349753089}
{"data_time": 0.031359019223600626, "eta_seconds": 21806.71281572571, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.1354589420995671, "fast_rcnn/fg_cls_accuracy": 0.8354150911175624, "iteration": 26559, "loss_box_reg": 0.31785876024514437, "loss_cls": 0.15424890629947186, "loss_rpn_cls": 0.02455128770088777, "loss_rpn_loc": 0.051356662646867335, "lr": 0.02, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8385709426365793, "total_loss": 0.5542891683871858}
{"data_time": 0.025264074793085456, "eta_seconds": 21791.66813157755, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.1489917307413318, "fast_rcnn/fg_cls_accuracy": 0.8207654326711329, "iteration": 26579, "loss_box_reg": 0.31641472689807415, "loss_cls": 0.1594311585649848, "loss_rpn_cls": 0.020958602312020957, "loss_rpn_loc": 0.05170772538986057, "lr": 0.02, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8435645196586847, "total_loss": 0.5421893052698579}
{"data_time": 0.020953396102413535, "eta_seconds": 21774.240149060264, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.14154563601321585, "fast_rcnn/fg_cls_accuracy": 0.8307406266502376, "iteration": 26599, "loss_box_reg": 0.3111503291875124, "loss_cls": 0.1497592395171523, "loss_rpn_cls": 0.02083184733055532, "loss_rpn_loc": 0.05133119237143546, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8386413545813411, "total_loss": 0.5367664546647575}
{"data_time": 0.02637389162555337, "eta_seconds": 21754.442240556004, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.15625, "fast_rcnn/fg_cls_accuracy": 0.8359375, "iteration": 26619, "loss_box_reg": 0.31982401851564646, "loss_cls": 0.1591636841185391, "loss_rpn_cls": 0.021586385351838544, "loss_rpn_loc": 0.05314991308841854, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8388967250939459, "total_loss": 0.5613750431512017}
{"data_time": 0.03239092859439552, "eta_seconds": 21738.644171426306, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.1579469774590164, "fast_rcnn/fg_cls_accuracy": 0.814453125, "iteration": 26639, "loss_box_reg": 0.3243404207751155, "loss_cls": 0.1663747509010136, "loss_rpn_cls": 0.0220118417928461, "loss_rpn_loc": 0.052941654808819294, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.8404753939248621, "total_loss": 0.5609249842818826}
{"data_time": 0.027603433467447758, "eta_seconds": 21719.909980180673, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.1111111111111111, "fast_rcnn/fg_cls_accuracy": 0.854657451923077, "iteration": 26659, "loss_box_reg": 0.32544225361198187, "loss_cls": 0.15497407503426075, "loss_rpn_cls": 0.023406341904774308, "loss_rpn_loc": 0.057077378616668284, "lr": 0.02, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8340238677337766, "total_loss": 0.5588107198127545}
{"data_time": 0.022914301604032516, "eta_seconds": 21698.46314412472, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.1376663056930693, "fast_rcnn/fg_cls_accuracy": 0.8381467725409837, "iteration": 26679, "loss_box_reg": 0.31930854078382254, "loss_cls": 0.1596763338893652, "loss_rpn_cls": 0.022186199203133583, "loss_rpn_loc": 0.05165315780322999, "lr": 0.02, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.8395082438364625, "total_loss": 0.5521580054191872}
{"data_time": 0.02926031849347055, "eta_seconds": 21681.558373624925, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.8436448017779521, "iteration": 26699, "loss_box_reg": 0.3090168805792928, "loss_cls": 0.15349750872701406, "loss_rpn_cls": 0.022505760221974924, "loss_rpn_loc": 0.04902272648178041, "lr": 0.02, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 226.5, "rpn/num_pos_anchors": 29.5, "time": 0.8421791926957667, "total_loss": 0.5341971237503458}
{"data_time": 0.028659032890573144, "eta_seconds": 21664.751615457702, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.18359375, "fast_rcnn/fg_cls_accuracy": 0.7997755590049083, "iteration": 26719, "loss_box_reg": 0.32536382135003805, "loss_cls": 0.16216005431488156, "loss_rpn_cls": 0.02790609624935314, "loss_rpn_loc": 0.053141245734877884, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8430695538409054, "total_loss": 0.5537977176718414}
{"data_time": 0.03061546152457595, "eta_seconds": 21646.310883698054, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.1484375, "fast_rcnn/fg_cls_accuracy": 0.8071540178571428, "iteration": 26739, "loss_box_reg": 0.32324306294322014, "loss_cls": 0.16521090012975037, "loss_rpn_cls": 0.028110557497711852, "loss_rpn_loc": 0.05697459960356355, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8392135554458946, "total_loss": 0.5756841032998636}
{"data_time": 0.02905124891549349, "eta_seconds": 21630.886141060386, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.1479757085020243, "fast_rcnn/fg_cls_accuracy": 0.8433496909056146, "iteration": 26759, "loss_box_reg": 0.3167402083054185, "loss_cls": 0.16167123708873987, "loss_rpn_cls": 0.023064747540047392, "loss_rpn_loc": 0.05088612134568393, "lr": 0.02, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8416100332979113, "total_loss": 0.5601244825520553}
{"data_time": 0.023102502105757594, "eta_seconds": 21613.22714409139, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.14916339869281045, "fast_rcnn/fg_cls_accuracy": 0.8508366013071895, "iteration": 26779, "loss_box_reg": 0.3176372852176428, "loss_cls": 0.15652054967358708, "loss_rpn_cls": 0.018316745627089404, "loss_rpn_loc": 0.0489452532492578, "lr": 0.02, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.831457186723128, "total_loss": 0.5451315217651427}
{"data_time": 0.02063767658546567, "eta_seconds": 21595.894414887764, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.8659035732071714, "iteration": 26799, "loss_box_reg": 0.3122022207826376, "loss_cls": 0.1555410367436707, "loss_rpn_cls": 0.019649977315566503, "loss_rpn_loc": 0.048965433379635215, "lr": 0.02, "roi_head/num_bg_samples": 386.5, "roi_head/num_fg_samples": 125.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8370143845677376, "total_loss": 0.5385273608117132}
{"data_time": 0.03202207013964653, "eta_seconds": 21579.98301954544, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.1640625, "fast_rcnn/fg_cls_accuracy": 0.8216116374434389, "iteration": 26819, "loss_box_reg": 0.32431955076754093, "loss_cls": 0.1616168930195272, "loss_rpn_cls": 0.021410974266473204, "loss_rpn_loc": 0.05098112463019788, "lr": 0.02, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8470020720269531, "total_loss": 0.5581216071150266}
{"data_time": 0.026451892452314496, "eta_seconds": 21562.809445376508, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.13397381756756757, "fast_rcnn/fg_cls_accuracy": 0.8496654455741627, "iteration": 26839, "loss_box_reg": 0.31033456698060036, "loss_cls": 0.15593213867396116, "loss_rpn_cls": 0.018606314435601234, "loss_rpn_loc": 0.044565096381120384, "lr": 0.02, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8400841155089438, "total_loss": 0.5391541355056688}
{"data_time": 0.030052683549001813, "eta_seconds": 21542.6890855066, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.14504648074369192, "fast_rcnn/fg_cls_accuracy": 0.8335449735449736, "iteration": 26859, "loss_box_reg": 0.3116288026794791, "loss_cls": 0.1585669256746769, "loss_rpn_cls": 0.022410970996133983, "loss_rpn_loc": 0.054599268129095435, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8410356643144041, "total_loss": 0.5480669950484298}
{"data_time": 0.03172254702076316, "eta_seconds": 21526.331854417454, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.13671875, "fast_rcnn/fg_cls_accuracy": 0.8368855501932609, "iteration": 26879, "loss_box_reg": 0.3245500214397907, "loss_cls": 0.15514770010486245, "loss_rpn_cls": 0.02298561274074018, "loss_rpn_loc": 0.05320663296151906, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8384745034854859, "total_loss": 0.5604026671790052}
{"data_time": 0.023089169524610043, "eta_seconds": 21511.866966870613, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.1479892418032787, "fast_rcnn/fg_cls_accuracy": 0.8294525029992366, "iteration": 26899, "loss_box_reg": 0.31508640199899673, "loss_cls": 0.1596571858972311, "loss_rpn_cls": 0.021841358684469014, "loss_rpn_loc": 0.05031315633095801, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8386918769683689, "total_loss": 0.54216436164279}
{"data_time": 0.030169532634317875, "eta_seconds": 21494.005667801248, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1347422168640522, "fast_rcnn/fg_cls_accuracy": 0.8571311624522466, "iteration": 26919, "loss_box_reg": 0.30898283794522285, "loss_cls": 0.14783044392243028, "loss_rpn_cls": 0.020394425257109106, "loss_rpn_loc": 0.04772820929065347, "lr": 0.02, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.843262356473133, "total_loss": 0.5201194516266696}
{"data_time": 0.03236438799649477, "eta_seconds": 21477.201003661612, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.13392857142857142, "fast_rcnn/fg_cls_accuracy": 0.8368716032608696, "iteration": 26939, "loss_box_reg": 0.3141299136914313, "loss_cls": 0.1571595617569983, "loss_rpn_cls": 0.022225411870749667, "loss_rpn_loc": 0.05100895883515477, "lr": 0.02, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8457737821154296, "total_loss": 0.5316398210125044}
{"data_time": 0.026490301359444857, "eta_seconds": 21459.152236561524, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.10955642530984996, "fast_rcnn/fg_cls_accuracy": 0.8557752915222188, "iteration": 26959, "loss_box_reg": 0.31933903973549604, "loss_cls": 0.16297979559749365, "loss_rpn_cls": 0.020602255273843184, "loss_rpn_loc": 0.050342189031653106, "lr": 0.02, "roi_head/num_bg_samples": 414.25, "roi_head/num_fg_samples": 97.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.8405492356978357, "total_loss": 0.5438265721313655}
{"data_time": 0.022581877186894417, "eta_seconds": 21438.540944864508, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.11424100156494522, "fast_rcnn/fg_cls_accuracy": 0.8798172277874017, "iteration": 26979, "loss_box_reg": 0.3127884203568101, "loss_cls": 0.14719527633860707, "loss_rpn_cls": 0.020832025329582393, "loss_rpn_loc": 0.05071762413717806, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8395308572798967, "total_loss": 0.5309768567385618}
{"data_time": 0.03225155943073332, "eta_seconds": 21425.119262830587, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.13002232142857142, "fast_rcnn/fg_cls_accuracy": 0.8312382149591452, "iteration": 26999, "loss_box_reg": 0.30780080519616604, "loss_cls": 0.15658224560320377, "loss_rpn_cls": 0.022824409796157852, "loss_rpn_loc": 0.05115817708428949, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8470691205002367, "total_loss": 0.5376903035794385}
{"data_time": 0.020408159354701638, "eta_seconds": 21411.034029250033, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.14267745816471616, "fast_rcnn/fg_cls_accuracy": 0.847732469512195, "iteration": 27019, "loss_box_reg": 0.3181102527305484, "loss_cls": 0.15384864900261164, "loss_rpn_cls": 0.019904628803487867, "loss_rpn_loc": 0.05245411244686693, "lr": 0.02, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8379213202279061, "total_loss": 0.5466555133170914}
{"data_time": 0.03156693163327873, "eta_seconds": 21394.627524557523, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.15060975609756097, "fast_rcnn/fg_cls_accuracy": 0.8486930327470605, "iteration": 27039, "loss_box_reg": 0.309197386726737, "loss_cls": 0.1529587754048407, "loss_rpn_cls": 0.023567333570099436, "loss_rpn_loc": 0.05311862786766142, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8416355161461979, "total_loss": 0.5509231055621058}
{"data_time": 0.02383850049227476, "eta_seconds": 21379.133296529064, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.12771739130434784, "fast_rcnn/fg_cls_accuracy": 0.8630305602716468, "iteration": 27059, "loss_box_reg": 0.3078544195741415, "loss_cls": 0.15028524259105325, "loss_rpn_cls": 0.022358204965712503, "loss_rpn_loc": 0.053662037826143205, "lr": 0.02, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 228.25, "rpn/num_pos_anchors": 27.75, "time": 0.8454024442471564, "total_loss": 0.5318395252979826}
{"data_time": 0.02685098093934357, "eta_seconds": 21362.326462445082, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.13338179652466367, "fast_rcnn/fg_cls_accuracy": 0.8563058035714286, "iteration": 27079, "loss_box_reg": 0.3258113684132695, "loss_cls": 0.15687553258612752, "loss_rpn_cls": 0.02535868078120984, "loss_rpn_loc": 0.05560920713469386, "lr": 0.02, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8373278719373047, "total_loss": 0.5700950546306558}
{"data_time": 0.021433358546346426, "eta_seconds": 21346.297212414443, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.11653645833333334, "fast_rcnn/fg_cls_accuracy": 0.8719660194174756, "iteration": 27099, "loss_box_reg": 0.32238059863448143, "loss_cls": 0.1584014194086194, "loss_rpn_cls": 0.01922460863715969, "loss_rpn_loc": 0.053466024925000966, "lr": 0.02, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8448417659383267, "total_loss": 0.5488587298023049}
{"data_time": 0.027145112864673138, "eta_seconds": 21330.88582626474, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.1688758886255924, "fast_rcnn/fg_cls_accuracy": 0.8211510143979057, "iteration": 27119, "loss_box_reg": 0.32119910418987274, "loss_cls": 0.15411509852856398, "loss_rpn_cls": 0.02021728700492531, "loss_rpn_loc": 0.04811915056779981, "lr": 0.02, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8397921738214791, "total_loss": 0.5438839191047009}
{"data_time": 0.020653400104492903, "eta_seconds": 21310.201091629453, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.10572630494505494, "fast_rcnn/fg_cls_accuracy": 0.865234375, "iteration": 27139, "loss_box_reg": 0.31843322701752186, "loss_cls": 0.15608096215873957, "loss_rpn_cls": 0.020015796093503013, "loss_rpn_loc": 0.04889936442486942, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8377023844514042, "total_loss": 0.5378209452610463}
{"data_time": 0.028749343007802963, "eta_seconds": 21287.20915305661, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.12192622950819672, "fast_rcnn/fg_cls_accuracy": 0.8245081018518519, "iteration": 27159, "loss_box_reg": 0.3164398670196533, "loss_cls": 0.15741904894821346, "loss_rpn_cls": 0.022955969878239557, "loss_rpn_loc": 0.0509839691221714, "lr": 0.02, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8343553093727678, "total_loss": 0.5476791183755267}
{"data_time": 0.02415697555989027, "eta_seconds": 21268.63912818022, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.13144690040650409, "fast_rcnn/fg_cls_accuracy": 0.8569406702898551, "iteration": 27179, "loss_box_reg": 0.3397829532623291, "loss_cls": 0.16388247814029455, "loss_rpn_cls": 0.024356971844099462, "loss_rpn_loc": 0.0514847218291834, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8362004640512168, "total_loss": 0.5713476733653806}
{"data_time": 0.026511451927945018, "eta_seconds": 21252.854964874918, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.15091414304123713, "fast_rcnn/fg_cls_accuracy": 0.7859290914846471, "iteration": 27199, "loss_box_reg": 0.31953127682209015, "loss_cls": 0.1661057728342712, "loss_rpn_cls": 0.02552997399470769, "loss_rpn_loc": 0.04953989281784743, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8408634003717452, "total_loss": 0.5660034702741541}
{"data_time": 0.03310753242112696, "eta_seconds": 21240.282345148036, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.12396015471838076, "fast_rcnn/fg_cls_accuracy": 0.857113057989153, "iteration": 27219, "loss_box_reg": 0.3213784135878086, "loss_cls": 0.15282718930393457, "loss_rpn_cls": 0.019919624071917497, "loss_rpn_loc": 0.05099020525813103, "lr": 0.02, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.8406520334538072, "total_loss": 0.5486634066328406}
{"data_time": 0.0271961004473269, "eta_seconds": 21226.37041624356, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.177734375, "fast_rcnn/fg_cls_accuracy": 0.802734375, "iteration": 27239, "loss_box_reg": 0.32631301786750555, "loss_cls": 0.1599117312580347, "loss_rpn_cls": 0.02190532666281797, "loss_rpn_loc": 0.05254621128551662, "lr": 0.02, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8424712296109647, "total_loss": 0.5662307034072}
{"data_time": 0.031682240311056376, "eta_seconds": 21205.61644307035, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1171875, "fast_rcnn/fg_cls_accuracy": 0.8478839686098655, "iteration": 27259, "loss_box_reg": 0.3043113946914673, "loss_cls": 0.1544858948327601, "loss_rpn_cls": 0.02483261952875182, "loss_rpn_loc": 0.04941136675188318, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8368232047650963, "total_loss": 0.5372847735998221}
{"data_time": 0.027290016412734985, "eta_seconds": 21189.371423159027, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.13153698979591838, "fast_rcnn/fg_cls_accuracy": 0.8414381377551021, "iteration": 27279, "loss_box_reg": 0.3342666132375598, "loss_cls": 0.1640221136622131, "loss_rpn_cls": 0.024414969549980015, "loss_rpn_loc": 0.0570337581448257, "lr": 0.02, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8390586925670505, "total_loss": 0.5783214491966646}
{"data_time": 0.021319370483979583, "eta_seconds": 21168.052909333725, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.11981968136878234, "fast_rcnn/fg_cls_accuracy": 0.8721114276669832, "iteration": 27299, "loss_box_reg": 0.32127467915415764, "loss_cls": 0.15573896560817957, "loss_rpn_cls": 0.021606516515021212, "loss_rpn_loc": 0.054771029856055975, "lr": 0.02, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8415213483385742, "total_loss": 0.559539288689848}
{"data_time": 0.02962386654689908, "eta_seconds": 21154.01393198641, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.17626452948357307, "fast_rcnn/fg_cls_accuracy": 0.8187294633077766, "iteration": 27319, "loss_box_reg": 0.3120846217498183, "loss_cls": 0.16535327536985278, "loss_rpn_cls": 0.030185364303179085, "loss_rpn_loc": 0.05955940141575411, "lr": 0.02, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.842410626122728, "total_loss": 0.5780637436546385}
{"data_time": 0.02092694421298802, "eta_seconds": 21138.406375503866, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.12199938896648044, "fast_rcnn/fg_cls_accuracy": 0.857421875, "iteration": 27339, "loss_box_reg": 0.3064765343442559, "loss_cls": 0.14995263935998082, "loss_rpn_cls": 0.020315480302087963, "loss_rpn_loc": 0.05090994347119704, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8445761676412076, "total_loss": 0.5303970075328834}
{"data_time": 0.024274648632854223, "eta_seconds": 21120.4107963969, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.13397381756756757, "fast_rcnn/fg_cls_accuracy": 0.8449992961711712, "iteration": 27359, "loss_box_reg": 0.3097711419686675, "loss_cls": 0.15022825077176094, "loss_rpn_cls": 0.021211570972809568, "loss_rpn_loc": 0.05291584716178477, "lr": 0.02, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8404143678490072, "total_loss": 0.5373315198812634}
{"data_time": 0.031102061504498124, "eta_seconds": 21102.402475590352, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.13420280036133697, "fast_rcnn/fg_cls_accuracy": 0.8435329861111112, "iteration": 27379, "loss_box_reg": 0.3118094988167286, "loss_cls": 0.15563217410817742, "loss_rpn_cls": 0.02218166383681819, "loss_rpn_loc": 0.05177585146157071, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8402584455907345, "total_loss": 0.5493142277700827}
{"data_time": 0.025910639436915517, "eta_seconds": 21090.849607139127, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.11999198717948718, "fast_rcnn/fg_cls_accuracy": 0.8251054447852761, "iteration": 27399, "loss_box_reg": 0.3147708158940077, "loss_cls": 0.15443129604682326, "loss_rpn_cls": 0.02032405875797849, "loss_rpn_loc": 0.0513397166505456, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8366318065673113, "total_loss": 0.5333977987320395}
{"data_time": 0.03195830900222063, "eta_seconds": 21072.248783618445, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.14598908492822965, "fast_rcnn/fg_cls_accuracy": 0.8372093023255814, "iteration": 27419, "loss_box_reg": 0.3096167566254735, "loss_cls": 0.15546613140031695, "loss_rpn_cls": 0.023129414272261783, "loss_rpn_loc": 0.05576407932676375, "lr": 0.02, "roi_head/num_bg_samples": 414.0, "roi_head/num_fg_samples": 98.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.839466153876856, "total_loss": 0.5648559652036056}
{"data_time": 0.03305335063487291, "eta_seconds": 21050.457281886134, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.13748301630434784, "fast_rcnn/fg_cls_accuracy": 0.8511844758064516, "iteration": 27439, "loss_box_reg": 0.3025836097076535, "loss_cls": 0.15049883909523487, "loss_rpn_cls": 0.021372468647314236, "loss_rpn_loc": 0.052207766158971936, "lr": 0.02, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.8363367822021246, "total_loss": 0.5228612924111076}
{"data_time": 0.027616330655291677, "eta_seconds": 21030.72409929405, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.15911865911865913, "fast_rcnn/fg_cls_accuracy": 0.825585133744856, "iteration": 27459, "loss_box_reg": 0.32306709978729486, "loss_cls": 0.15575335826724768, "loss_rpn_cls": 0.02063986932625994, "loss_rpn_loc": 0.0490612086141482, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8362936798948795, "total_loss": 0.5415956886135973}
{"data_time": 0.0298477322794497, "eta_seconds": 21011.96703699394, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.13304093567251463, "fast_rcnn/fg_cls_accuracy": 0.8527412280701754, "iteration": 27479, "loss_box_reg": 0.3231413569301367, "loss_cls": 0.15931439073756337, "loss_rpn_cls": 0.019945582753280178, "loss_rpn_loc": 0.05148990888847038, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8384136366657913, "total_loss": 0.5533371275523677}
{"data_time": 0.024392793653532863, "eta_seconds": 20997.13003500062, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.10211074561403508, "fast_rcnn/fg_cls_accuracy": 0.8786764705882353, "iteration": 27499, "loss_box_reg": 0.3038026550784707, "loss_cls": 0.1446750028990209, "loss_rpn_cls": 0.01925775765266735, "loss_rpn_loc": 0.04846424388233572, "lr": 0.02, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8435750606004149, "total_loss": 0.5177132860553684}
{"data_time": 0.029142366023734212, "eta_seconds": 20983.25978048751, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.12598488936859148, "fast_rcnn/fg_cls_accuracy": 0.8542049632352942, "iteration": 27519, "loss_box_reg": 0.3043731115758419, "loss_cls": 0.14650604641065001, "loss_rpn_cls": 0.020291283464757726, "loss_rpn_loc": 0.050044852774590254, "lr": 0.02, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8419779790565372, "total_loss": 0.5224377391568851}
{"data_time": 0.024248888483271003, "eta_seconds": 20964.616519993637, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.1238883632923368, "fast_rcnn/fg_cls_accuracy": 0.8589508002371073, "iteration": 27539, "loss_box_reg": 0.3134569460526109, "loss_cls": 0.15694435266777873, "loss_rpn_cls": 0.02238344232318923, "loss_rpn_loc": 0.04860105307307094, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8363231203984469, "total_loss": 0.5543953418382443}
{"data_time": 0.029049755074083805, "eta_seconds": 20949.6610297882, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.140625, "fast_rcnn/fg_cls_accuracy": 0.8423534371810233, "iteration": 27559, "loss_box_reg": 0.3330859085544944, "loss_cls": 0.16697296733036637, "loss_rpn_cls": 0.02225151626043953, "loss_rpn_loc": 0.05243599822279066, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8480840886477381, "total_loss": 0.5782887354725972}
{"data_time": 0.026963042793795466, "eta_seconds": 20935.488875855226, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.11955236486486487, "fast_rcnn/fg_cls_accuracy": 0.8482352941176471, "iteration": 27579, "loss_box_reg": 0.31423336267471313, "loss_cls": 0.15501693915575743, "loss_rpn_cls": 0.02074065216584131, "loss_rpn_loc": 0.049528964096680284, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8425357192754745, "total_loss": 0.5402040400076658}
{"data_time": 0.029533985536545515, "eta_seconds": 20918.687392065767, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.107421875, "fast_rcnn/fg_cls_accuracy": 0.8779323308270677, "iteration": 27599, "loss_box_reg": 0.3087627636268735, "loss_cls": 0.15131182433106005, "loss_rpn_cls": 0.02667327458038926, "loss_rpn_loc": 0.05323059106012806, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8364821625873446, "total_loss": 0.546243712422438}
{"data_time": 0.026849693851545453, "eta_seconds": 20904.16799706989, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.11221425803951957, "fast_rcnn/fg_cls_accuracy": 0.8745791245791246, "iteration": 27619, "loss_box_reg": 0.2865158738568425, "loss_cls": 0.13764217728748918, "loss_rpn_cls": 0.018312282860279083, "loss_rpn_loc": 0.04750042944215238, "lr": 0.02, "roi_head/num_bg_samples": 418.75, "roi_head/num_fg_samples": 93.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8452329784631729, "total_loss": 0.4958437500463333}
{"data_time": 0.034695556154474616, "eta_seconds": 20885.08442448685, "fast_rcnn/cls_accuracy": 0.9287109375, "fast_rcnn/false_negative": 0.15197576992753623, "fast_rcnn/fg_cls_accuracy": 0.7976117575015309, "iteration": 27639, "loss_box_reg": 0.32306025736033916, "loss_cls": 0.16405445663258433, "loss_rpn_cls": 0.021324356901459396, "loss_rpn_loc": 0.04891434987075627, "lr": 0.02, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8366134858224541, "total_loss": 0.5596516081714071}
{"data_time": 0.027860209811478853, "eta_seconds": 20871.928765486693, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.15739014911167512, "fast_rcnn/fg_cls_accuracy": 0.80299199325748, "iteration": 27659, "loss_box_reg": 0.3090940695255995, "loss_cls": 0.15631110779941082, "loss_rpn_cls": 0.02274430397665128, "loss_rpn_loc": 0.04996764805400744, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8433399533387274, "total_loss": 0.5558731641503982}
{"data_time": 0.02505790046416223, "eta_seconds": 20857.153719846392, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.13624656593406592, "fast_rcnn/fg_cls_accuracy": 0.8302911931818182, "iteration": 27679, "loss_box_reg": 0.31027096044272184, "loss_cls": 0.14716379810124636, "loss_rpn_cls": 0.020306731181335635, "loss_rpn_loc": 0.0540128075517714, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8450813554227352, "total_loss": 0.5312095588888042}
{"data_time": 0.027599667198956013, "eta_seconds": 20840.5527791488, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.14044824660633484, "fast_rcnn/fg_cls_accuracy": 0.85546875, "iteration": 27699, "loss_box_reg": 0.3183737751096487, "loss_cls": 0.15993594098836184, "loss_rpn_cls": 0.02258017857093364, "loss_rpn_loc": 0.049862956162542105, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8425537054426968, "total_loss": 0.5521572132129222}
{"data_time": 0.027581386966630816, "eta_seconds": 20822.992553525604, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.1585978124439663, "fast_rcnn/fg_cls_accuracy": 0.8270452201292005, "iteration": 27719, "loss_box_reg": 0.3060726299881935, "loss_cls": 0.15724096307531, "loss_rpn_cls": 0.02372641838155687, "loss_rpn_loc": 0.054251075838692486, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.8432638489175588, "total_loss": 0.5519426124519669}
{"data_time": 0.018733442993834615, "eta_seconds": 20808.003762109205, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.150390625, "fast_rcnn/fg_cls_accuracy": 0.8261952657185629, "iteration": 27739, "loss_box_reg": 0.3274714220315218, "loss_cls": 0.16093294462189078, "loss_rpn_cls": 0.02187185548245907, "loss_rpn_loc": 0.053833147627301514, "lr": 0.02, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8420989881269634, "total_loss": 0.5734400069341063}
{"data_time": 0.02216186886653304, "eta_seconds": 20789.381331131794, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.14453125, "fast_rcnn/fg_cls_accuracy": 0.828125, "iteration": 27759, "loss_box_reg": 0.317409317009151, "loss_cls": 0.1632260293699801, "loss_rpn_cls": 0.023010867764241993, "loss_rpn_loc": 0.05103681480977684, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.836973334196955, "total_loss": 0.5698406660812907}
{"data_time": 0.02609204943291843, "eta_seconds": 20777.05822679773, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.126953125, "fast_rcnn/fg_cls_accuracy": 0.8316865808823529, "iteration": 27779, "loss_box_reg": 0.3040676210075617, "loss_cls": 0.15624560322612524, "loss_rpn_cls": 0.023768325088894926, "loss_rpn_loc": 0.05173157528042793, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.842055399203673, "total_loss": 0.531670359938289}
{"data_time": 0.018573272973299026, "eta_seconds": 20763.75708118663, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.150390625, "fast_rcnn/fg_cls_accuracy": 0.833984375, "iteration": 27799, "loss_box_reg": 0.31152952276170254, "loss_cls": 0.16355154011398554, "loss_rpn_cls": 0.02535182816791348, "loss_rpn_loc": 0.053580555599182844, "lr": 0.02, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.8453586192335933, "total_loss": 0.5621294501179364}
{"data_time": 0.02930748905055225, "eta_seconds": 20743.190715677803, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.13547237076648844, "fast_rcnn/fg_cls_accuracy": 0.8449171029668412, "iteration": 27819, "loss_box_reg": 0.31466645654290915, "loss_cls": 0.151850251480937, "loss_rpn_cls": 0.020734809164423496, "loss_rpn_loc": 0.051918376819230616, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8386406749486923, "total_loss": 0.5344892715511378}
{"data_time": 0.03016081592068076, "eta_seconds": 20725.04076576163, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.13548900462962965, "fast_rcnn/fg_cls_accuracy": 0.8171329941860466, "iteration": 27839, "loss_box_reg": 0.3210237640887499, "loss_cls": 0.159381368663162, "loss_rpn_cls": 0.024130899881129153, "loss_rpn_loc": 0.05163876968435943, "lr": 0.02, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8391552530229092, "total_loss": 0.5509365321777295}
{"data_time": 0.028376941569149494, "eta_seconds": 20710.774399534566, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.11981823979591837, "fast_rcnn/fg_cls_accuracy": 0.8574641047297298, "iteration": 27859, "loss_box_reg": 0.31659986171871424, "loss_cls": 0.15331194689497352, "loss_rpn_cls": 0.022272792120929807, "loss_rpn_loc": 0.05307849741075188, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8465360824484378, "total_loss": 0.5482770390517544}
{"data_time": 0.030089853098616004, "eta_seconds": 20696.50876870961, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.11284572686381472, "fast_rcnn/fg_cls_accuracy": 0.8541303140862944, "iteration": 27879, "loss_box_reg": 0.30645207688212395, "loss_cls": 0.15448082983493805, "loss_rpn_cls": 0.02117831996292807, "loss_rpn_loc": 0.05560556205455214, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8419685740955174, "total_loss": 0.546428132278379}
{"data_time": 0.031972074415534735, "eta_seconds": 20678.606293797027, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.13670254149377592, "fast_rcnn/fg_cls_accuracy": 0.8383112547875892, "iteration": 27899, "loss_box_reg": 0.3081798981875181, "loss_cls": 0.1540965843014419, "loss_rpn_cls": 0.020200778730213642, "loss_rpn_loc": 0.05207692226395011, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8402729423251003, "total_loss": 0.544079095358029}
{"data_time": 0.029568646801635623, "eta_seconds": 20659.80901089823, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.11833756345177665, "fast_rcnn/fg_cls_accuracy": 0.8675847457627119, "iteration": 27919, "loss_box_reg": 0.32179456297308207, "loss_cls": 0.15341494278982282, "loss_rpn_cls": 0.02398286375682801, "loss_rpn_loc": 0.05303815979277715, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.836912028491497, "total_loss": 0.5626489649584983}
{"data_time": 0.022782430984079838, "eta_seconds": 20642.99943520082, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.10154267131979695, "fast_rcnn/fg_cls_accuracy": 0.8778092893835616, "iteration": 27939, "loss_box_reg": 0.3087892485782504, "loss_cls": 0.14578813035041094, "loss_rpn_cls": 0.02038755567627959, "loss_rpn_loc": 0.05259633541572839, "lr": 0.02, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8443881189450622, "total_loss": 0.5279419655853417}
{"data_time": 0.023817799286916852, "eta_seconds": 20624.435121788178, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.1484375, "fast_rcnn/fg_cls_accuracy": 0.8098912805944056, "iteration": 27959, "loss_box_reg": 0.31151541601866484, "loss_cls": 0.15800667740404606, "loss_rpn_cls": 0.020719448482850567, "loss_rpn_loc": 0.0524155413149856, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8395339753478765, "total_loss": 0.545030352921458}
{"data_time": 0.0329948493745178, "eta_seconds": 20609.380283806007, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.15672762008733626, "fast_rcnn/fg_cls_accuracy": 0.8310930676855894, "iteration": 27979, "loss_box_reg": 0.3192861657589674, "loss_cls": 0.16071136062964797, "loss_rpn_cls": 0.021414839808130637, "loss_rpn_loc": 0.05096025310922414, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8427217823918909, "total_loss": 0.5561084326473065}
{"data_time": 0.0272307435516268, "eta_seconds": 20589.899348586565, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.13312236286919832, "fast_rcnn/fg_cls_accuracy": 0.84375, "iteration": 27999, "loss_box_reg": 0.318619136698544, "loss_cls": 0.15185883175581694, "loss_rpn_cls": 0.019988206535344943, "loss_rpn_loc": 0.05131410004105419, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.8404770640190691, "total_loss": 0.5440936007653363}
{"data_time": 0.023068218491971493, "eta_seconds": 20572.126100873807, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.15709688346883469, "fast_rcnn/fg_cls_accuracy": 0.8307291666666667, "iteration": 28019, "loss_box_reg": 0.316642883233726, "loss_cls": 0.16016357019543648, "loss_rpn_cls": 0.023211119638290256, "loss_rpn_loc": 0.04959935578517616, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8370607071556151, "total_loss": 0.5705209133157041}
{"data_time": 0.029435223434120417, "eta_seconds": 20556.284558417043, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.12940140845070422, "fast_rcnn/fg_cls_accuracy": 0.84375, "iteration": 28039, "loss_box_reg": 0.32670637872070074, "loss_cls": 0.15753626823425293, "loss_rpn_cls": 0.02348301198799163, "loss_rpn_loc": 0.053296733065508306, "lr": 0.02, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8414075730834156, "total_loss": 0.5521273175836541}
{"data_time": 0.015404019271954894, "eta_seconds": 20538.512888830388, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.16271879931011707, "fast_rcnn/fg_cls_accuracy": 0.8062395793253816, "iteration": 28059, "loss_box_reg": 0.3024645345285535, "loss_cls": 0.15562358452007174, "loss_rpn_cls": 0.021775015047751367, "loss_rpn_loc": 0.050762154918629676, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8431221004575491, "total_loss": 0.5364036945393309}
{"data_time": 0.02513878233730793, "eta_seconds": 20521.70628280868, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1273076923076923, "fast_rcnn/fg_cls_accuracy": 0.8459224598930482, "iteration": 28079, "loss_box_reg": 0.3173397723585367, "loss_cls": 0.16278834966942668, "loss_rpn_cls": 0.02474511758191511, "loss_rpn_loc": 0.05428731197025627, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8380595319904387, "total_loss": 0.55781610973645}
{"data_time": 0.02561809099279344, "eta_seconds": 20504.42838450102, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.8329662261380324, "iteration": 28099, "loss_box_reg": 0.3186555430293083, "loss_cls": 0.15676242299377918, "loss_rpn_cls": 0.023751454005832784, "loss_rpn_loc": 0.05137215129798278, "lr": 0.02, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8405990805476904, "total_loss": 0.5462977856077487}
{"data_time": 0.02104881196282804, "eta_seconds": 20488.09307076526, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.10466207759699625, "fast_rcnn/fg_cls_accuracy": 0.8267919146825398, "iteration": 28119, "loss_box_reg": 0.30554656125605106, "loss_cls": 0.15232599270530045, "loss_rpn_cls": 0.020705508795799688, "loss_rpn_loc": 0.050340267014689744, "lr": 0.02, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8399597904644907, "total_loss": 0.529134478798369}
{"data_time": 0.026844383450224996, "eta_seconds": 20474.609324773308, "fast_rcnn/cls_accuracy": 0.92919921875, "fast_rcnn/false_negative": 0.14607007575757575, "fast_rcnn/fg_cls_accuracy": 0.81515625, "iteration": 28139, "loss_box_reg": 0.3183649182319641, "loss_cls": 0.15898631559684873, "loss_rpn_cls": 0.021479605697095394, "loss_rpn_loc": 0.04977157979737967, "lr": 0.02, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8410211680456996, "total_loss": 0.5574638332473114}
{"data_time": 0.017280453350394964, "eta_seconds": 20457.799990735482, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.17834288630653267, "fast_rcnn/fg_cls_accuracy": 0.810546875, "iteration": 28159, "loss_box_reg": 0.3268830105662346, "loss_cls": 0.1651474805548787, "loss_rpn_cls": 0.021474472887348384, "loss_rpn_loc": 0.055500536458566785, "lr": 0.02, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8313306360505521, "total_loss": 0.5748568507260643}
{"data_time": 0.028147103497758508, "eta_seconds": 20441.957286489196, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.115234375, "fast_rcnn/fg_cls_accuracy": 0.854657451923077, "iteration": 28179, "loss_box_reg": 0.3250436680391431, "loss_cls": 0.15355755435302854, "loss_rpn_cls": 0.024181465327274054, "loss_rpn_loc": 0.051158279296942055, "lr": 0.02, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8412730880081654, "total_loss": 0.5696047339879442}
{"data_time": 0.028939114650711417, "eta_seconds": 20427.09484520252, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.12729465505464482, "fast_rcnn/fg_cls_accuracy": 0.8659466911764706, "iteration": 28199, "loss_box_reg": 0.3076143395155668, "loss_cls": 0.14838022459298372, "loss_rpn_cls": 0.023870102362707257, "loss_rpn_loc": 0.049179789319168776, "lr": 0.02, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.8441472016274929, "total_loss": 0.5270847067586146}
{"data_time": 0.026245172368362546, "eta_seconds": 20408.942633602535, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.12656492624223603, "fast_rcnn/fg_cls_accuracy": 0.8479978725020896, "iteration": 28219, "loss_box_reg": 0.31928948033601046, "loss_cls": 0.16051623597741127, "loss_rpn_cls": 0.02146341506158933, "loss_rpn_loc": 0.04926593927666545, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8384640854783356, "total_loss": 0.5554842181736603}
{"data_time": 0.023424918530508876, "eta_seconds": 20391.526899696328, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.146484375, "fast_rcnn/fg_cls_accuracy": 0.8272024523523924, "iteration": 28239, "loss_box_reg": 0.31300652492791414, "loss_cls": 0.15517217433080077, "loss_rpn_cls": 0.01764274062588811, "loss_rpn_loc": 0.04636891442351043, "lr": 0.02, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.8378917975351214, "total_loss": 0.545490620424971}
{"data_time": 0.04113379865884781, "eta_seconds": 20375.32137807994, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.12175690406976744, "fast_rcnn/fg_cls_accuracy": 0.8482013081395349, "iteration": 28259, "loss_box_reg": 0.31125300843268633, "loss_cls": 0.1581844100728631, "loss_rpn_cls": 0.024463537731207907, "loss_rpn_loc": 0.05096044507808983, "lr": 0.02, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8389412015676498, "total_loss": 0.5549862173502333}
{"data_time": 0.0234212763607502, "eta_seconds": 20358.510750318645, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.12660663434156855, "fast_rcnn/fg_cls_accuracy": 0.8559170081967213, "iteration": 28279, "loss_box_reg": 0.3075458025559783, "loss_cls": 0.14999056281521916, "loss_rpn_cls": 0.018246771272970363, "loss_rpn_loc": 0.04900890088174492, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.8337288424372673, "total_loss": 0.5332070800650399}
{"data_time": 0.023013897938653827, "eta_seconds": 20340.427072647493, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.12626469085334696, "fast_rcnn/fg_cls_accuracy": 0.8617374625748503, "iteration": 28299, "loss_box_reg": 0.32152986992150545, "loss_cls": 0.1607454069890082, "loss_rpn_cls": 0.022406238393159583, "loss_rpn_loc": 0.04899615817703307, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8375810177531093, "total_loss": 0.5605217307456769}
{"data_time": 0.025289275450631976, "eta_seconds": 20320.408915615175, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.853515625, "iteration": 28319, "loss_box_reg": 0.31607348658144474, "loss_cls": 0.159205901902169, "loss_rpn_cls": 0.021486119425389916, "loss_rpn_loc": 0.05249565921258181, "lr": 0.02, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.8331003461498767, "total_loss": 0.5436313189566135}
{"data_time": 0.020305363461375237, "eta_seconds": 20303.601993721444, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.13758912655971478, "fast_rcnn/fg_cls_accuracy": 0.8341537210982659, "iteration": 28339, "loss_box_reg": 0.3294998677447438, "loss_cls": 0.15367572288960218, "loss_rpn_cls": 0.0214801081456244, "loss_rpn_loc": 0.055501559516415, "lr": 0.02, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.8428836960811168, "total_loss": 0.5688166971522151}
{"data_time": 0.02603101311251521, "eta_seconds": 20287.07943754876, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.13671875, "fast_rcnn/fg_cls_accuracy": 0.8367721688034189, "iteration": 28359, "loss_box_reg": 0.3286369005218148, "loss_cls": 0.15904857497662306, "loss_rpn_cls": 0.02049640688346699, "loss_rpn_loc": 0.05130010284483433, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.842423016903922, "total_loss": 0.5615218474704307}
{"data_time": 0.02736375294625759, "eta_seconds": 20269.141308247577, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.1343349358974359, "fast_rcnn/fg_cls_accuracy": 0.8311491935483871, "iteration": 28379, "loss_box_reg": 0.3114934926852584, "loss_cls": 0.1553050735965371, "loss_rpn_cls": 0.02038290837663226, "loss_rpn_loc": 0.052641230868175626, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8357330423314124, "total_loss": 0.5332935875339899}
{"data_time": 0.02046953304670751, "eta_seconds": 20256.087982281577, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.1169987922705314, "fast_rcnn/fg_cls_accuracy": 0.8663949275362319, "iteration": 28399, "loss_box_reg": 0.2996789300814271, "loss_cls": 0.14361638273112476, "loss_rpn_cls": 0.018946363721624948, "loss_rpn_loc": 0.04731508099939674, "lr": 0.02, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8421300027985126, "total_loss": 0.5198824570979923}
{"data_time": 0.023465800564736128, "eta_seconds": 20240.343249606667, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.12760847310811874, "fast_rcnn/fg_cls_accuracy": 0.8436465495289025, "iteration": 28419, "loss_box_reg": 0.30256396904587746, "loss_cls": 0.14172841282561421, "loss_rpn_cls": 0.02228707933682017, "loss_rpn_loc": 0.05106050905305892, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.8432501051574945, "total_loss": 0.5290330226853257}
{"data_time": 0.02893965970724821, "eta_seconds": 20229.516691914294, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1446926652892562, "fast_rcnn/fg_cls_accuracy": 0.8292387654958677, "iteration": 28439, "loss_box_reg": 0.317304196767509, "loss_cls": 0.1555332480929792, "loss_rpn_cls": 0.02226335895829834, "loss_rpn_loc": 0.04845193837536499, "lr": 0.02, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8432124559767544, "total_loss": 0.556012666085735}
{"data_time": 0.021884283050894737, "eta_seconds": 20213.768419107655, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.11255689807201927, "fast_rcnn/fg_cls_accuracy": 0.8477933189989582, "iteration": 28459, "loss_box_reg": 0.3108535036444664, "loss_cls": 0.16041799681261182, "loss_rpn_cls": 0.02457531142863445, "loss_rpn_loc": 0.0530151620041579, "lr": 0.02, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8391108654905111, "total_loss": 0.556721409666352}
{"data_time": 0.03194587351754308, "eta_seconds": 20198.354678881355, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.1224237251973544, "fast_rcnn/fg_cls_accuracy": 0.8713266915137614, "iteration": 28479, "loss_box_reg": 0.30682493280619383, "loss_cls": 0.1507322678808123, "loss_rpn_cls": 0.021987903499393724, "loss_rpn_loc": 0.055387519765645266, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8421371774747968, "total_loss": 0.540406602260191}
{"data_time": 0.021516120759770274, "eta_seconds": 20180.13626001426, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1644174538911381, "fast_rcnn/fg_cls_accuracy": 0.8201524044897539, "iteration": 28499, "loss_box_reg": 0.3111419025808573, "loss_cls": 0.15509485872462392, "loss_rpn_cls": 0.023443209036486223, "loss_rpn_loc": 0.05022713716607541, "lr": 0.02, "roi_head/num_bg_samples": 414.25, "roi_head/num_fg_samples": 97.75, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.8452926599420607, "total_loss": 0.5368447712971829}
{"data_time": 0.0273550299461931, "eta_seconds": 20163.320180467563, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.13783482142857142, "fast_rcnn/fg_cls_accuracy": 0.8285803271584877, "iteration": 28519, "loss_box_reg": 0.31860847026109695, "loss_cls": 0.15838793106377125, "loss_rpn_cls": 0.018523428036132827, "loss_rpn_loc": 0.05375282559543848, "lr": 0.02, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8448361416812986, "total_loss": 0.5423186490079388}
{"data_time": 0.027399519691243768, "eta_seconds": 20147.902937457897, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.13617369186046513, "fast_rcnn/fg_cls_accuracy": 0.8464800587016574, "iteration": 28539, "loss_box_reg": 0.319433631375432, "loss_cls": 0.1589542469009757, "loss_rpn_cls": 0.022365429787896574, "loss_rpn_loc": 0.054200841346755624, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8391698654741049, "total_loss": 0.5529040630790405}
{"data_time": 0.02837160206399858, "eta_seconds": 20129.016358333174, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.14750883960141434, "fast_rcnn/fg_cls_accuracy": 0.8234766552360855, "iteration": 28559, "loss_box_reg": 0.3052505925297737, "loss_cls": 0.16694819345138967, "loss_rpn_cls": 0.024320757889654487, "loss_rpn_loc": 0.05112734867725521, "lr": 0.02, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8368070244323462, "total_loss": 0.5448692368227057}
{"data_time": 0.02255126042291522, "eta_seconds": 20109.592512056697, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.13109072984196218, "fast_rcnn/fg_cls_accuracy": 0.8438749999999999, "iteration": 28579, "loss_box_reg": 0.3312481176108122, "loss_cls": 0.16049169609323144, "loss_rpn_cls": 0.026775920297950506, "loss_rpn_loc": 0.0490251206792891, "lr": 0.02, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8397954041138291, "total_loss": 0.5604254878708161}
{"data_time": 0.02576445508748293, "eta_seconds": 20095.92050201283, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.15325520833333334, "fast_rcnn/fg_cls_accuracy": 0.841796875, "iteration": 28599, "loss_box_reg": 0.3139522885903716, "loss_cls": 0.1573927397839725, "loss_rpn_cls": 0.0222125701548066, "loss_rpn_loc": 0.05264264449942857, "lr": 0.02, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8473140250425786, "total_loss": 0.5450591808912577}
{"data_time": 0.02337141940370202, "eta_seconds": 20076.73577270517, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.15114182692307693, "fast_rcnn/fg_cls_accuracy": 0.8186597821580673, "iteration": 28619, "loss_box_reg": 0.3232208089902997, "loss_cls": 0.16317295306362212, "loss_rpn_cls": 0.022819447171059437, "loss_rpn_loc": 0.05290488386526704, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.837939225602895, "total_loss": 0.5693351112131495}
{"data_time": 0.02931567165069282, "eta_seconds": 20063.061499518342, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.14642830442583732, "fast_rcnn/fg_cls_accuracy": 0.8420731707317073, "iteration": 28639, "loss_box_reg": 0.31533940974622965, "loss_cls": 0.15900723356753588, "loss_rpn_cls": 0.022716827515978366, "loss_rpn_loc": 0.050012221559882164, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8421155370306224, "total_loss": 0.5510037907515652}
{"data_time": 0.01929133804515004, "eta_seconds": 20046.99945461098, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.14081632653061224, "fast_rcnn/fg_cls_accuracy": 0.8463138267355135, "iteration": 28659, "loss_box_reg": 0.3052999069914222, "loss_cls": 0.15506031876429915, "loss_rpn_cls": 0.018741590378340334, "loss_rpn_loc": 0.05055302893742919, "lr": 0.02, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8475137280765921, "total_loss": 0.5326370821858291}
{"data_time": 0.02594122989103198, "eta_seconds": 20029.428271238692, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.140625, "fast_rcnn/fg_cls_accuracy": 0.8050640060240963, "iteration": 28679, "loss_box_reg": 0.32038023695349693, "loss_cls": 0.15931694023311138, "loss_rpn_cls": 0.020584526238963008, "loss_rpn_loc": 0.05316989286802709, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.8425158795434982, "total_loss": 0.5545645612000953}
{"data_time": 0.03205646201968193, "eta_seconds": 20012.611657098867, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.1396604938271605, "fast_rcnn/fg_cls_accuracy": 0.8309566250742721, "iteration": 28699, "loss_box_reg": 0.31419873144477606, "loss_cls": 0.15917106997221708, "loss_rpn_cls": 0.024006766034290195, "loss_rpn_loc": 0.051702420227229595, "lr": 0.02, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.8441707366146147, "total_loss": 0.5645133850048296}
{"data_time": 0.020714617101475596, "eta_seconds": 19995.795042959042, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.14562243502051986, "fast_rcnn/fg_cls_accuracy": 0.8317958803016787, "iteration": 28719, "loss_box_reg": 0.31896894332021475, "loss_cls": 0.14819945394992828, "loss_rpn_cls": 0.02302943280665204, "loss_rpn_loc": 0.05399690492777154, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8422287735156715, "total_loss": 0.5454055270529352}
{"data_time": 0.0194876822642982, "eta_seconds": 19976.77365677897, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.1286003388554217, "fast_rcnn/fg_cls_accuracy": 0.8460345332162715, "iteration": 28739, "loss_box_reg": 0.3047804180532694, "loss_cls": 0.15162784373387694, "loss_rpn_cls": 0.019455856512649916, "loss_rpn_loc": 0.04406121914507821, "lr": 0.02, "roi_head/num_bg_samples": 414.25, "roi_head/num_fg_samples": 97.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.8361587843392044, "total_loss": 0.5272899149422301}
{"data_time": 0.026766658294945955, "eta_seconds": 19961.527225907193, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.1407495693281519, "fast_rcnn/fg_cls_accuracy": 0.8320116997075073, "iteration": 28759, "loss_box_reg": 0.3090933207422495, "loss_cls": 0.1640628487803042, "loss_rpn_cls": 0.020491881179623306, "loss_rpn_loc": 0.052416104706935585, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.842454791534692, "total_loss": 0.5642969104228541}
{"data_time": 0.02862144121900201, "eta_seconds": 19942.22391291568, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.10180165816326531, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 28779, "loss_box_reg": 0.3111670510843396, "loss_cls": 0.15793976560235023, "loss_rpn_cls": 0.020841466583078727, "loss_rpn_loc": 0.054166683461517096, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.839517795946449, "total_loss": 0.5488719178538304}
{"data_time": 0.02327743242494762, "eta_seconds": 19924.58042775374, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8407875419463087, "iteration": 28799, "loss_box_reg": 0.3196704341098666, "loss_cls": 0.16187328519299626, "loss_rpn_cls": 0.021330059884348884, "loss_rpn_loc": 0.05079794314224273, "lr": 0.02, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8386095396708697, "total_loss": 0.555926143337274}
{"data_time": 0.021283924346789718, "eta_seconds": 19910.414618507493, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.171875, "fast_rcnn/fg_cls_accuracy": 0.80859375, "iteration": 28819, "loss_box_reg": 0.3084397604689002, "loss_cls": 0.14475451922044158, "loss_rpn_cls": 0.019858493527863175, "loss_rpn_loc": 0.05252931534778327, "lr": 0.02, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8452950343489647, "total_loss": 0.5186865156283602}
{"data_time": 0.029685904271900654, "eta_seconds": 19896.007543768035, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.14212101063829788, "fast_rcnn/fg_cls_accuracy": 0.837890625, "iteration": 28839, "loss_box_reg": 0.30717373453080654, "loss_cls": 0.15801189048215747, "loss_rpn_cls": 0.020915273402351886, "loss_rpn_loc": 0.05043335852678865, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8437118430156261, "total_loss": 0.53982426924631}
{"data_time": 0.026406362419947982, "eta_seconds": 19878.826983199455, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.13788006756756757, "fast_rcnn/fg_cls_accuracy": 0.8315742282566927, "iteration": 28859, "loss_box_reg": 0.32808443810790777, "loss_cls": 0.15910459589213133, "loss_rpn_cls": 0.021149354161025258, "loss_rpn_loc": 0.05138944974169135, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.842257087584585, "total_loss": 0.5629910055577056}
{"data_time": 0.025709511013701558, "eta_seconds": 19860.63074862701, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.12830509562315492, "fast_rcnn/fg_cls_accuracy": 0.845, "iteration": 28879, "loss_box_reg": 0.31212884467095137, "loss_cls": 0.15191141283139586, "loss_rpn_cls": 0.02042262820759788, "loss_rpn_loc": 0.05487698648357764, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8375809607096016, "total_loss": 0.5510046081617475}
{"data_time": 0.02919255569577217, "eta_seconds": 19843.68100782414, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1171875, "fast_rcnn/fg_cls_accuracy": 0.869140625, "iteration": 28899, "loss_box_reg": 0.3190481849014759, "loss_cls": 0.15868840785697103, "loss_rpn_cls": 0.020757124526426196, "loss_rpn_loc": 0.05452105321455747, "lr": 0.02, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8366627495270222, "total_loss": 0.5549172675964655}
{"data_time": 0.020205397391691804, "eta_seconds": 19828.50451275916, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.1331379572343428, "fast_rcnn/fg_cls_accuracy": 0.828635364321608, "iteration": 28919, "loss_box_reg": 0.3082679621875286, "loss_cls": 0.150986660271883, "loss_rpn_cls": 0.021111106500029564, "loss_rpn_loc": 0.049886364373378456, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8411419291514903, "total_loss": 0.5348835984186735}
{"data_time": 0.02700655092485249, "eta_seconds": 19811.687155978056, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.12564125886847372, "fast_rcnn/fg_cls_accuracy": 0.853663465195892, "iteration": 28939, "loss_box_reg": 0.3292832411825657, "loss_cls": 0.16542389476671815, "loss_rpn_cls": 0.024450302473269403, "loss_rpn_loc": 0.053785116178914905, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8428531074896455, "total_loss": 0.5748643921397161}
{"data_time": 0.019751858664676547, "eta_seconds": 19792.375015189173, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.10536823425022182, "fast_rcnn/fg_cls_accuracy": 0.8835576063094561, "iteration": 28959, "loss_box_reg": 0.32050414849072695, "loss_cls": 0.15980951092205942, "loss_rpn_cls": 0.022450498392572626, "loss_rpn_loc": 0.053068279987201095, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8330103207845241, "total_loss": 0.5621022055274807}
{"data_time": 0.02339569805189967, "eta_seconds": 19775.98013617634, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.12372448979591837, "fast_rcnn/fg_cls_accuracy": 0.8568923611111111, "iteration": 28979, "loss_box_reg": 0.3251104913651943, "loss_cls": 0.16142116533592343, "loss_rpn_cls": 0.022693381237331778, "loss_rpn_loc": 0.05054957926040515, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8462491624522954, "total_loss": 0.5614494317560457}
{"data_time": 0.021546226926147938, "eta_seconds": 19759.164541485487, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.11770705049261083, "fast_rcnn/fg_cls_accuracy": 0.8633755857263006, "iteration": 28999, "loss_box_reg": 0.31817802460864186, "loss_cls": 0.15483083808794618, "loss_rpn_cls": 0.021650103764841333, "loss_rpn_loc": 0.04977113241329789, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.8417473058216274, "total_loss": 0.570503042137716}
{"data_time": 0.022175031946972013, "eta_seconds": 19742.785210148664, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.14967105263157895, "fast_rcnn/fg_cls_accuracy": 0.8254166666666667, "iteration": 29019, "loss_box_reg": 0.32223648950457573, "loss_cls": 0.15950076328590512, "loss_rpn_cls": 0.023825015756301582, "loss_rpn_loc": 0.05562515161000192, "lr": 0.02, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.839483524672687, "total_loss": 0.561550089973025}
{"data_time": 0.021284806542098522, "eta_seconds": 19724.55228154082, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.11634086641630902, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 29039, "loss_box_reg": 0.31073576863855124, "loss_cls": 0.15221674088388681, "loss_rpn_cls": 0.021671358132152818, "loss_rpn_loc": 0.04659323557280004, "lr": 0.02, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.834543737815693, "total_loss": 0.5255769601208158}
{"data_time": 0.02249698410741985, "eta_seconds": 19706.715395027073, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.10997596153846154, "fast_rcnn/fg_cls_accuracy": 0.8652043002061189, "iteration": 29059, "loss_box_reg": 0.2964813048020005, "loss_cls": 0.15690745040774345, "loss_rpn_cls": 0.0207694013370201, "loss_rpn_loc": 0.051508293370716274, "lr": 0.02, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.8422253620810807, "total_loss": 0.5606548946816474}
{"data_time": 0.025921315420418978, "eta_seconds": 19691.483591637807, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.12316300675675676, "fast_rcnn/fg_cls_accuracy": 0.8603382433169666, "iteration": 29079, "loss_box_reg": 0.3080422580242157, "loss_cls": 0.14765383768826723, "loss_rpn_cls": 0.022563220525626093, "loss_rpn_loc": 0.05318199237808585, "lr": 0.02, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.844650236191228, "total_loss": 0.5310840602614917}
{"data_time": 0.01970701082609594, "eta_seconds": 19676.279374302365, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.1560274920886076, "fast_rcnn/fg_cls_accuracy": 0.826171875, "iteration": 29099, "loss_box_reg": 0.33173460233956575, "loss_cls": 0.16322442516684532, "loss_rpn_cls": 0.01989923242945224, "loss_rpn_loc": 0.05175876128487289, "lr": 0.02, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8427878201473504, "total_loss": 0.5633747291867621}
{"data_time": 0.024691544706001878, "eta_seconds": 19658.821174104698, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.12324796126401631, "fast_rcnn/fg_cls_accuracy": 0.8515625, "iteration": 29119, "loss_box_reg": 0.3127124747261405, "loss_cls": 0.15448371460661292, "loss_rpn_cls": 0.020645603639422916, "loss_rpn_loc": 0.0476355857681483, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8387449223082513, "total_loss": 0.5294663830427453}
{"data_time": 0.029501352459192276, "eta_seconds": 19641.037879862124, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.1460066808381415, "fast_rcnn/fg_cls_accuracy": 0.8450910093767237, "iteration": 29139, "loss_box_reg": 0.31863628700375557, "loss_cls": 0.15493478160351515, "loss_rpn_cls": 0.021095640084240586, "loss_rpn_loc": 0.051195948384702206, "lr": 0.02, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.8385488949716091, "total_loss": 0.5482226866661222}
{"data_time": 0.022340767085552216, "eta_seconds": 19636.309959801612, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1671342496704952, "fast_rcnn/fg_cls_accuracy": 0.8064205576332062, "iteration": 29159, "loss_box_reg": 0.33079097978770733, "loss_cls": 0.16028910363093019, "loss_rpn_cls": 0.02180834035971202, "loss_rpn_loc": 0.0528197685489431, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.8477330941241235, "total_loss": 0.5714136827009497}
{"data_time": 0.022421358851715922, "eta_seconds": 19620.978343372466, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.1423125, "fast_rcnn/fg_cls_accuracy": 0.8490769230769231, "iteration": 29179, "loss_box_reg": 0.3146710880100727, "loss_cls": 0.15749971522018313, "loss_rpn_cls": 0.02188537031179294, "loss_rpn_loc": 0.05502507515484467, "lr": 0.02, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8448123671114445, "total_loss": 0.5568778163287789}
{"data_time": 0.02931000804528594, "eta_seconds": 19601.735496405512, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.14155982905982906, "fast_rcnn/fg_cls_accuracy": 0.8472222222222222, "iteration": 29199, "loss_box_reg": 0.3077172199264169, "loss_cls": 0.1554436795413494, "loss_rpn_cls": 0.021653523697750643, "loss_rpn_loc": 0.047809693147428334, "lr": 0.02, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.840091761900112, "total_loss": 0.5305562454523169}
{"data_time": 0.028442745096981525, "eta_seconds": 19588.299360614736, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.12464689265536724, "fast_rcnn/fg_cls_accuracy": 0.8400607638888888, "iteration": 29219, "loss_box_reg": 0.3140072887763381, "loss_cls": 0.15140098659321666, "loss_rpn_cls": 0.021381354425102472, "loss_rpn_loc": 0.05135746207088232, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.8460849751718342, "total_loss": 0.5400551636121236}
{"data_time": 0.027977298479527235, "eta_seconds": 19571.679465479683, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.14729256465517243, "fast_rcnn/fg_cls_accuracy": 0.8321101641414141, "iteration": 29239, "loss_box_reg": 0.32023715134710073, "loss_cls": 0.16399520821869373, "loss_rpn_cls": 0.025602232664823532, "loss_rpn_loc": 0.05260631756391376, "lr": 0.02, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8409373401664197, "total_loss": 0.57410910341423}
{"data_time": 0.023069291608408093, "eta_seconds": 19556.561810533516, "fast_rcnn/cls_accuracy": 0.92529296875, "fast_rcnn/false_negative": 0.142265625, "fast_rcnn/fg_cls_accuracy": 0.8151930754405287, "iteration": 29259, "loss_box_reg": 0.337637129239738, "loss_cls": 0.164468745701015, "loss_rpn_cls": 0.022793540556449443, "loss_rpn_loc": 0.05726395291276276, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.8447066599037498, "total_loss": 0.5849483075435273}
{"data_time": 0.030830179108306766, "eta_seconds": 19542.052986037917, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.13671875, "fast_rcnn/fg_cls_accuracy": 0.8311918904958677, "iteration": 29279, "loss_box_reg": 0.3326178602874279, "loss_cls": 0.16158505761995912, "loss_rpn_cls": 0.023140059551224113, "loss_rpn_loc": 0.05365471227560192, "lr": 0.02, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8449016243685037, "total_loss": 0.5812656484195031}
{"data_time": 0.03344452101737261, "eta_seconds": 19529.56901664869, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.12833285550458717, "fast_rcnn/fg_cls_accuracy": 0.8386418269230769, "iteration": 29299, "loss_box_reg": 0.3231297852471471, "loss_cls": 0.1596730649471283, "loss_rpn_cls": 0.02141786394349765, "loss_rpn_loc": 0.054028069134801626, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.8442204250022769, "total_loss": 0.5534822259069188}
{"data_time": 0.029740066500380635, "eta_seconds": 19514.898958662758, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.8514052013422819, "iteration": 29319, "loss_box_reg": 0.31176786217838526, "loss_cls": 0.14835960883647203, "loss_rpn_cls": 0.02388726477511227, "loss_rpn_loc": 0.05124219914432615, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8439074421767145, "total_loss": 0.5437964539451059}
{"data_time": 0.036730880150571465, "eta_seconds": 19496.758160460973, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1626918633437861, "fast_rcnn/fg_cls_accuracy": 0.8235817764987075, "iteration": 29339, "loss_box_reg": 0.3086762595921755, "loss_cls": 0.14910643664188683, "loss_rpn_cls": 0.02150025420996826, "loss_rpn_loc": 0.05001377733424306, "lr": 0.02, "roi_head/num_bg_samples": 418.25, "roi_head/num_fg_samples": 93.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8398055436555296, "total_loss": 0.5288826738251373}
{"data_time": 0.028413522988557816, "eta_seconds": 19479.922308675246, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.13500480796425138, "fast_rcnn/fg_cls_accuracy": 0.8318049270990447, "iteration": 29359, "loss_box_reg": 0.3086682576686144, "loss_cls": 0.15859126718714833, "loss_rpn_cls": 0.025697945529827848, "loss_rpn_loc": 0.055851424811407924, "lr": 0.02, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8419706064742059, "total_loss": 0.5495488103479147}
{"data_time": 0.030013670912012458, "eta_seconds": 19468.908622034127, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.849609375, "iteration": 29379, "loss_box_reg": 0.3215040657669306, "loss_cls": 0.16602057358250022, "loss_rpn_cls": 0.024450784811051562, "loss_rpn_loc": 0.05563631223049015, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.8469755509868264, "total_loss": 0.5765431233448908}
{"data_time": 0.020509306341409683, "eta_seconds": 19447.052433741745, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.17299107142857142, "fast_rcnn/fg_cls_accuracy": 0.8227670533059754, "iteration": 29399, "loss_box_reg": 0.30092074535787106, "loss_cls": 0.14839332783594728, "loss_rpn_cls": 0.02451293310150504, "loss_rpn_loc": 0.04958570038434118, "lr": 0.02, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.833987035555765, "total_loss": 0.5212642747210339}
{"data_time": 0.026919147232547402, "eta_seconds": 19431.66381102777, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.16271373414230555, "fast_rcnn/fg_cls_accuracy": 0.8098078066177927, "iteration": 29419, "loss_box_reg": 0.32667856849730015, "loss_cls": 0.16375663178041577, "loss_rpn_cls": 0.028006023669149727, "loss_rpn_loc": 0.05578776297625154, "lr": 0.02, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.8447441456373781, "total_loss": 0.5796451462665573}
{"data_time": 0.032263607485219836, "eta_seconds": 19413.01344495546, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.15225883152173914, "fast_rcnn/fg_cls_accuracy": 0.8255981047071617, "iteration": 29439, "loss_box_reg": 0.33035994227975607, "loss_cls": 0.15738460421562195, "loss_rpn_cls": 0.022823102946858853, "loss_rpn_loc": 0.047999464673921466, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8453408132772893, "total_loss": 0.5689168089302257}
{"data_time": 0.03189616999588907, "eta_seconds": 19400.379937435966, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.13501072303921569, "fast_rcnn/fg_cls_accuracy": 0.8649892769607843, "iteration": 29459, "loss_box_reg": 0.31507128197699785, "loss_cls": 0.16165256802923977, "loss_rpn_cls": 0.020656658307416365, "loss_rpn_loc": 0.051666397019289434, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8397054958622903, "total_loss": 0.5536767758312635}
{"data_time": 0.026139625580981374, "eta_seconds": 19381.15040915343, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.12890625, "fast_rcnn/fg_cls_accuracy": 0.857421875, "iteration": 29479, "loss_box_reg": 0.32193402387201786, "loss_cls": 0.16008044499903917, "loss_rpn_cls": 0.023453819478163496, "loss_rpn_loc": 0.05575081845745444, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 194.25, "rpn/num_pos_anchors": 61.75, "time": 0.8418300915509462, "total_loss": 0.5618589986988809}
{"data_time": 0.0209070376586169, "eta_seconds": 19359.479587684153, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.14229927326854042, "fast_rcnn/fg_cls_accuracy": 0.8545020517676767, "iteration": 29499, "loss_box_reg": 0.31535104289650917, "loss_cls": 0.14963873196393251, "loss_rpn_cls": 0.02022043993929401, "loss_rpn_loc": 0.05068125296384096, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.8346856688149273, "total_loss": 0.5322246967989486}
{"data_time": 0.02030392992310226, "eta_seconds": 19341.822589253075, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1418025041341838, "fast_rcnn/fg_cls_accuracy": 0.8336780024509804, "iteration": 29519, "loss_box_reg": 0.32662494108080864, "loss_cls": 0.159320586360991, "loss_rpn_cls": 0.02379825434763916, "loss_rpn_loc": 0.05202894622925669, "lr": 0.02, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.838350648060441, "total_loss": 0.558897084381897}
{"data_time": 0.02136500319465995, "eta_seconds": 19325.812391322805, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.14719172297297298, "fast_rcnn/fg_cls_accuracy": 0.8062671273680448, "iteration": 29539, "loss_box_reg": 0.30459802132099867, "loss_cls": 0.15426985267549753, "loss_rpn_cls": 0.018287214159499854, "loss_rpn_loc": 0.047932352230418473, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8387244015466422, "total_loss": 0.5277429540001322}
{"data_time": 0.027400502003729343, "eta_seconds": 19309.457769616507, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.14012970992822965, "fast_rcnn/fg_cls_accuracy": 0.833984375, "iteration": 29559, "loss_box_reg": 0.33355489280074835, "loss_cls": 0.16002657916396856, "loss_rpn_cls": 0.021531328529817984, "loss_rpn_loc": 0.05146599595900625, "lr": 0.02, "roi_head/num_bg_samples": 385.25, "roi_head/num_fg_samples": 126.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8446728854905814, "total_loss": 0.5620752930117305}
{"data_time": 0.030066946987062693, "eta_seconds": 19294.37218852807, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.1280737704918033, "fast_rcnn/fg_cls_accuracy": 0.861968493852459, "iteration": 29579, "loss_box_reg": 0.29583456087857485, "loss_cls": 0.15460448013618588, "loss_rpn_cls": 0.02093897928716615, "loss_rpn_loc": 0.053055015159770846, "lr": 0.02, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8417329019866884, "total_loss": 0.530405098630581}
{"data_time": 0.02797226095572114, "eta_seconds": 19277.0423710302, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.16522988505747127, "fast_rcnn/fg_cls_accuracy": 0.8326149425287357, "iteration": 29599, "loss_box_reg": 0.30824158899486065, "loss_cls": 0.15707097062841058, "loss_rpn_cls": 0.022692565573379397, "loss_rpn_loc": 0.04950589803047478, "lr": 0.02, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8426425375510007, "total_loss": 0.5415034158941125}
{"data_time": 0.022112596780061722, "eta_seconds": 19259.69328994956, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.12655591309336728, "fast_rcnn/fg_cls_accuracy": 0.8498445998445998, "iteration": 29619, "loss_box_reg": 0.31239102967083454, "loss_cls": 0.16030160384252667, "loss_rpn_cls": 0.024504961096681654, "loss_rpn_loc": 0.05342586548067629, "lr": 0.02, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8360791420564055, "total_loss": 0.558179801912047}
{"data_time": 0.03435101290233433, "eta_seconds": 19239.87532878341, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.14956294307935852, "fast_rcnn/fg_cls_accuracy": 0.8152827710176991, "iteration": 29639, "loss_box_reg": 0.3040038114413619, "loss_cls": 0.15005521150305867, "loss_rpn_cls": 0.02019693364854902, "loss_rpn_loc": 0.046616726205684245, "lr": 0.02, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8334483176004142, "total_loss": 0.5295832703122869}
{"data_time": 0.03187200264073908, "eta_seconds": 19224.81080223876, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1159626588983051, "fast_rcnn/fg_cls_accuracy": 0.8389359698681733, "iteration": 29659, "loss_box_reg": 0.3237469159066677, "loss_cls": 0.1602142071351409, "loss_rpn_cls": 0.018361861613811925, "loss_rpn_loc": 0.049502896261401474, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.8469994119368494, "total_loss": 0.565241517033428}
{"data_time": 0.02578992093913257, "eta_seconds": 19208.453675097786, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.1492797118847539, "fast_rcnn/fg_cls_accuracy": 0.8318319515306123, "iteration": 29679, "loss_box_reg": 0.33229791931807995, "loss_cls": 0.16250552656129003, "loss_rpn_cls": 0.02050010534003377, "loss_rpn_loc": 0.04956809536088258, "lr": 0.02, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.8465532530099154, "total_loss": 0.5666102786490228}
{"data_time": 0.028280338505282998, "eta_seconds": 19191.143605877412, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.13479126090270133, "fast_rcnn/fg_cls_accuracy": 0.8270187482348852, "iteration": 29699, "loss_box_reg": 0.33426955807954073, "loss_cls": 0.16007633227854967, "loss_rpn_cls": 0.020062652431079186, "loss_rpn_loc": 0.05170590151101351, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.8396605991292745, "total_loss": 0.5738439844135428}
{"data_time": 0.03471324406564236, "eta_seconds": 19173.301764409058, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.12610774253731344, "fast_rcnn/fg_cls_accuracy": 0.8430956423316356, "iteration": 29719, "loss_box_reg": 0.32038772106170654, "loss_cls": 0.1616097786463797, "loss_rpn_cls": 0.02101043803850189, "loss_rpn_loc": 0.05190418567508459, "lr": 0.02, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8398356314282864, "total_loss": 0.5572165758349001}
{"data_time": 0.02966421004384756, "eta_seconds": 19157.284680414945, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.12122448979591836, "fast_rcnn/fg_cls_accuracy": 0.8330461926855894, "iteration": 29739, "loss_box_reg": 0.3098025396466255, "loss_cls": 0.15778255020268261, "loss_rpn_cls": 0.02109268905769568, "loss_rpn_loc": 0.045803941204212606, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8414421789348125, "total_loss": 0.5346390552294906}
{"data_time": 0.02448277664370835, "eta_seconds": 19138.474288248923, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.1583913780120482, "fast_rcnn/fg_cls_accuracy": 0.8322433652588499, "iteration": 29759, "loss_box_reg": 0.3202150696888566, "loss_cls": 0.15654456429183483, "loss_rpn_cls": 0.02070876519428566, "loss_rpn_loc": 0.05175641016103327, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8393655566032976, "total_loss": 0.553191078157397}
{"data_time": 0.019393719732761383, "eta_seconds": 19121.642597216647, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.11609848484848484, "fast_rcnn/fg_cls_accuracy": 0.8690010040160643, "iteration": 29779, "loss_box_reg": 0.3044096948578954, "loss_cls": 0.15225098049268126, "loss_rpn_cls": 0.021788007201394066, "loss_rpn_loc": 0.055080627324059606, "lr": 0.02, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.8388114965055138, "total_loss": 0.5294944389606826}
{"data_time": 0.02745260181836784, "eta_seconds": 19101.963417997817, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.15625, "fast_rcnn/fg_cls_accuracy": 0.8232663997933884, "iteration": 29799, "loss_box_reg": 0.31455122493207455, "loss_cls": 0.15788509650155902, "loss_rpn_cls": 0.02249848347855732, "loss_rpn_loc": 0.05342926969751716, "lr": 0.02, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8351698021870106, "total_loss": 0.5480791921145283}
{"data_time": 0.028611293528228998, "eta_seconds": 19082.71558827348, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.15662903225806452, "fast_rcnn/fg_cls_accuracy": 0.8419218749999999, "iteration": 29819, "loss_box_reg": 0.3259594924747944, "loss_cls": 0.165108238812536, "loss_rpn_cls": 0.03118696517776698, "loss_rpn_loc": 0.0587145407916978, "lr": 0.02, "roi_head/num_bg_samples": 390.0, "roi_head/num_fg_samples": 122.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8410802683793008, "total_loss": 0.5870134900906123}
{"data_time": 0.024531944189220667, "eta_seconds": 19061.052327889716, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.18891411888735707, "fast_rcnn/fg_cls_accuracy": 0.7897985705003249, "iteration": 29839, "loss_box_reg": 0.32787948474287987, "loss_cls": 0.1677981154061854, "loss_rpn_cls": 0.02455272027873434, "loss_rpn_loc": 0.05153250694274902, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8368586029391736, "total_loss": 0.5721313156245742}
{"data_time": 0.029867717064917088, "eta_seconds": 19045.34017650783, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.14231220657276994, "fast_rcnn/fg_cls_accuracy": 0.8236215538847118, "iteration": 29859, "loss_box_reg": 0.3194747483357787, "loss_cls": 0.16829028073698282, "loss_rpn_cls": 0.02099878416629508, "loss_rpn_loc": 0.05335591430775821, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.8473592831287533, "total_loss": 0.5640217293403111}
{"data_time": 0.03053393680602312, "eta_seconds": 19032.52590764407, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.11666932397959184, "fast_rcnn/fg_cls_accuracy": 0.8142968749999999, "iteration": 29879, "loss_box_reg": 0.3148499745875597, "loss_cls": 0.1603891272097826, "loss_rpn_cls": 0.019841514760628343, "loss_rpn_loc": 0.05365331715438515, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8488016619812697, "total_loss": 0.5400042659894098}
{"data_time": 0.024215061450377107, "eta_seconds": 19020.151373302564, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.11428571428571428, "fast_rcnn/fg_cls_accuracy": 0.8561821219715957, "iteration": 29899, "loss_box_reg": 0.32141865976154804, "loss_cls": 0.15801476640626788, "loss_rpn_cls": 0.02380439903936349, "loss_rpn_loc": 0.052014947577845305, "lr": 0.02, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8472209624014795, "total_loss": 0.5555211299215443}
{"data_time": 0.028274716576561332, "eta_seconds": 19005.97402589, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.11435828189300412, "fast_rcnn/fg_cls_accuracy": 0.8635932877218935, "iteration": 29919, "loss_box_reg": 0.3274957165122032, "loss_cls": 0.159900838509202, "loss_rpn_cls": 0.023758191789966077, "loss_rpn_loc": 0.051432119915261865, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8459178560879081, "total_loss": 0.5605790963163599}
{"data_time": 0.03323272056877613, "eta_seconds": 18989.611470307223, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.11775026483050847, "fast_rcnn/fg_cls_accuracy": 0.8802966101694916, "iteration": 29939, "loss_box_reg": 0.31775627192109823, "loss_cls": 0.1525646010413766, "loss_rpn_cls": 0.021039953106082976, "loss_rpn_loc": 0.04913241579197347, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8442214382812381, "total_loss": 0.5384001536876895}
{"data_time": 0.021897367434576154, "eta_seconds": 18974.498518930748, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.14357772094344984, "fast_rcnn/fg_cls_accuracy": 0.833984375, "iteration": 29959, "loss_box_reg": 0.3089119167998433, "loss_cls": 0.16131648141890764, "loss_rpn_cls": 0.024593162786914036, "loss_rpn_loc": 0.05275671917479485, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8376481826417148, "total_loss": 0.5458842084917706}
{"data_time": 0.02887543896213174, "eta_seconds": 18955.102069857297, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.1466842296511628, "fast_rcnn/fg_cls_accuracy": 0.8208050271739131, "iteration": 29979, "loss_box_reg": 0.3125248560681939, "loss_cls": 0.15817345911636949, "loss_rpn_cls": 0.019950534086092375, "loss_rpn_loc": 0.04966636258177459, "lr": 0.02, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8376623247750103, "total_loss": 0.5360433622845449}
{"data_time": 0.028688872465863824, "eta_seconds": 18938.450094196945, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.11989330171902787, "fast_rcnn/fg_cls_accuracy": 0.830078125, "iteration": 29999, "loss_box_reg": 0.3196977460756898, "loss_cls": 0.1557662757113576, "loss_rpn_cls": 0.021122717822436243, "loss_rpn_loc": 0.054185928602237254, "lr": 0.02, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8431936374399811, "total_loss": 0.5599403957312461}
{"data_time": 0.029596195789054036, "eta_seconds": 18921.43553272332, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.11485347510373445, "fast_rcnn/fg_cls_accuracy": 0.8515625, "iteration": 30019, "loss_box_reg": 0.31216490222141147, "loss_cls": 0.1482130791991949, "loss_rpn_cls": 0.022192561882548034, "loss_rpn_loc": 0.05717017163988203, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8399479864165187, "total_loss": 0.5335119541559834}
{"data_time": 0.027692131232470274, "eta_seconds": 18904.972436805954, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.12603328110648873, "fast_rcnn/fg_cls_accuracy": 0.8581953714137125, "iteration": 30039, "loss_box_reg": 0.32767959870398045, "loss_cls": 0.15512576000764966, "loss_rpn_cls": 0.018898044305387884, "loss_rpn_loc": 0.052000353345647454, "lr": 0.02, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8395409346558154, "total_loss": 0.5496402250719257}
{"data_time": 0.036587382666766644, "eta_seconds": 18890.464496321278, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.1402901085104475, "fast_rcnn/fg_cls_accuracy": 0.8125, "iteration": 30059, "loss_box_reg": 0.3336503691971302, "loss_cls": 0.16946888947859406, "loss_rpn_cls": 0.024699580506421626, "loss_rpn_loc": 0.05399134382605553, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8460897824261338, "total_loss": 0.5906014360371046}
{"data_time": 0.03154607629403472, "eta_seconds": 18872.70995941735, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.823076923076923, "iteration": 30079, "loss_box_reg": 0.3032446512952447, "loss_cls": 0.15971529623493552, "loss_rpn_cls": 0.02394386543892324, "loss_rpn_loc": 0.05417554883752018, "lr": 0.02, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.8409623468760401, "total_loss": 0.5386717769433744}
{"data_time": 0.025583342649042606, "eta_seconds": 18856.79315458727, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.1430810756437768, "fast_rcnn/fg_cls_accuracy": 0.8302301646706587, "iteration": 30099, "loss_box_reg": 0.3112262273207307, "loss_cls": 0.16256231162697077, "loss_rpn_cls": 0.022767411661334336, "loss_rpn_loc": 0.04670616693329066, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8450707334559411, "total_loss": 0.550822512654122}
{"data_time": 0.029245571000501513, "eta_seconds": 18844.380498038605, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.15199556541019954, "fast_rcnn/fg_cls_accuracy": 0.8367050789586001, "iteration": 30119, "loss_box_reg": 0.3097200831398368, "loss_cls": 0.15574511466547847, "loss_rpn_cls": 0.02505310729611665, "loss_rpn_loc": 0.05237834953004494, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8475502911023796, "total_loss": 0.547912447451381}
{"data_time": 0.027611769270151854, "eta_seconds": 18833.211120814783, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.13794966236955186, "fast_rcnn/fg_cls_accuracy": 0.853515625, "iteration": 30139, "loss_box_reg": 0.3312570694833994, "loss_cls": 0.1583662391640246, "loss_rpn_cls": 0.022457245038822293, "loss_rpn_loc": 0.05107219342608005, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8447548954281956, "total_loss": 0.567117967933882}
{"data_time": 0.02347519458271563, "eta_seconds": 18809.690431749914, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1366841814159292, "fast_rcnn/fg_cls_accuracy": 0.8465536723163842, "iteration": 30159, "loss_box_reg": 0.32699601724743843, "loss_cls": 0.1532800782006234, "loss_rpn_cls": 0.023141011013649404, "loss_rpn_loc": 0.05285009148065001, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8376428415067494, "total_loss": 0.5657311886898242}
{"data_time": 0.026329750893637538, "eta_seconds": 18792.851713311393, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.11503150803998262, "fast_rcnn/fg_cls_accuracy": 0.8579176755447941, "iteration": 30179, "loss_box_reg": 0.32158361934125423, "loss_cls": 0.1549571978393942, "loss_rpn_cls": 0.024357909394893795, "loss_rpn_loc": 0.05543776438571513, "lr": 0.02, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.8425479067955166, "total_loss": 0.5574761033058167}
{"data_time": 0.030768781434744596, "eta_seconds": 18780.380264889915, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.142578125, "fast_rcnn/fg_cls_accuracy": 0.8514010847107438, "iteration": 30199, "loss_box_reg": 0.3228790368884802, "loss_cls": 0.15765500720590353, "loss_rpn_cls": 0.020464489847654477, "loss_rpn_loc": 0.051600510138086975, "lr": 0.02, "roi_head/num_bg_samples": 386.75, "roi_head/num_fg_samples": 125.25, "rpn/num_neg_anchors": 201.25, "rpn/num_pos_anchors": 54.75, "time": 0.8469278689008206, "total_loss": 0.5508764175756369}
{"data_time": 0.02892742562107742, "eta_seconds": 18760.533028330654, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.15263480392156864, "fast_rcnn/fg_cls_accuracy": 0.8257004310344828, "iteration": 30219, "loss_box_reg": 0.3252245900221169, "loss_cls": 0.16469092341139913, "loss_rpn_cls": 0.021380004880484194, "loss_rpn_loc": 0.05396422528428957, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8468144424259663, "total_loss": 0.5785520694917068}
{"data_time": 0.03176511079072952, "eta_seconds": 18746.69499469595, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.850462962962963, "iteration": 30239, "loss_box_reg": 0.3143812520429492, "loss_cls": 0.1574990008957684, "loss_rpn_cls": 0.020731241354951635, "loss_rpn_loc": 0.04967811703681946, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.8479664283804595, "total_loss": 0.5483516803651582}
{"data_time": 0.03012090944685042, "eta_seconds": 18729.852359598968, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.12028138827433629, "fast_rcnn/fg_cls_accuracy": 0.8713755345645942, "iteration": 30259, "loss_box_reg": 0.32906990591436625, "loss_cls": 0.1577554098330438, "loss_rpn_cls": 0.020490977680310607, "loss_rpn_loc": 0.053408561274409294, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8455521133728325, "total_loss": 0.5600779172964394}
{"data_time": 0.027104282984510064, "eta_seconds": 18709.66351132281, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.12361111111111112, "fast_rcnn/fg_cls_accuracy": 0.830078125, "iteration": 30279, "loss_box_reg": 0.317455543205142, "loss_cls": 0.163384472951293, "loss_rpn_cls": 0.022606066369917244, "loss_rpn_loc": 0.05476203584112227, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8380916770547628, "total_loss": 0.5535772756848019}
{"data_time": 0.027047146577388048, "eta_seconds": 18685.948648560792, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.13392857142857142, "fast_rcnn/fg_cls_accuracy": 0.828125, "iteration": 30299, "loss_box_reg": 0.3071568515151739, "loss_cls": 0.16419526329264045, "loss_rpn_cls": 0.02247791679110378, "loss_rpn_loc": 0.053432200103998184, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8352629258297384, "total_loss": 0.5558115036110394}
{"data_time": 0.025211191968992352, "eta_seconds": 18671.19839986693, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.14245180348258707, "fast_rcnn/fg_cls_accuracy": 0.855571539890907, "iteration": 30319, "loss_box_reg": 0.31878978200256824, "loss_cls": 0.1649170252494514, "loss_rpn_cls": 0.02302973996847868, "loss_rpn_loc": 0.05159319576341659, "lr": 0.02, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 200.0, "rpn/num_pos_anchors": 56.0, "time": 0.8484540025237948, "total_loss": 0.5685460179229267}
{"data_time": 0.02308211149647832, "eta_seconds": 18655.828097277554, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.14930972388955582, "fast_rcnn/fg_cls_accuracy": 0.8205537226095618, "iteration": 30339, "loss_box_reg": 0.3205604637041688, "loss_cls": 0.15860188053920865, "loss_rpn_cls": 0.023009639349766076, "loss_rpn_loc": 0.05186992650851607, "lr": 0.02, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8431764955166727, "total_loss": 0.5562134755309671}
{"data_time": 0.01819579489529133, "eta_seconds": 18637.52778375428, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.10319148936170214, "fast_rcnn/fg_cls_accuracy": 0.8882147606382979, "iteration": 30359, "loss_box_reg": 0.31011690851300955, "loss_cls": 0.15290559828281403, "loss_rpn_cls": 0.020139893313171342, "loss_rpn_loc": 0.04825543682090938, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8370850030332804, "total_loss": 0.5403693112602923}
{"data_time": 0.027417321922257543, "eta_seconds": 18616.201430415735, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.13412796880538816, "fast_rcnn/fg_cls_accuracy": 0.8385265261627908, "iteration": 30379, "loss_box_reg": 0.3213478568941355, "loss_cls": 0.15833893977105618, "loss_rpn_cls": 0.020964476541848853, "loss_rpn_loc": 0.05297244910616428, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.8400039793923497, "total_loss": 0.5540361749299336}
{"data_time": 0.01805102452635765, "eta_seconds": 18596.005108826095, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.13671875, "fast_rcnn/fg_cls_accuracy": 0.8285361842105263, "iteration": 30399, "loss_box_reg": 0.3177930489182472, "loss_cls": 0.1570742828771472, "loss_rpn_cls": 0.022376518580131233, "loss_rpn_loc": 0.05383676604833454, "lr": 0.02, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.8336510425433517, "total_loss": 0.5424217566469451}
{"data_time": 0.02919539832510054, "eta_seconds": 18580.8000341875, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.1342028601694915, "fast_rcnn/fg_cls_accuracy": 0.8615598516949152, "iteration": 30419, "loss_box_reg": 0.31077666115015745, "loss_cls": 0.16090738936327398, "loss_rpn_cls": 0.022229451074963436, "loss_rpn_loc": 0.05494015687145293, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8474345819558948, "total_loss": 0.5586797606083564}
{"data_time": 0.019233142724260688, "eta_seconds": 18560.831650646403, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.15918206325202183, "fast_rcnn/fg_cls_accuracy": 0.8033589784263959, "iteration": 30439, "loss_box_reg": 0.32740643061697483, "loss_cls": 0.1645441334694624, "loss_rpn_cls": 0.020404547278303653, "loss_rpn_loc": 0.05134789983276278, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8403503901790828, "total_loss": 0.5691844376851805}
{"data_time": 0.018170009599998593, "eta_seconds": 18544.004823530093, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1340638528138528, "fast_rcnn/fg_cls_accuracy": 0.8293507543103449, "iteration": 30459, "loss_box_reg": 0.303109941072762, "loss_cls": 0.14909127168357372, "loss_rpn_cls": 0.023031328804790974, "loss_rpn_loc": 0.04972898279083893, "lr": 0.02, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.8404274419881403, "total_loss": 0.5323351829138119}
{"data_time": 0.031626803101971745, "eta_seconds": 18525.73816582188, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.140625, "fast_rcnn/fg_cls_accuracy": 0.8493620360262009, "iteration": 30479, "loss_box_reg": 0.32819255720824003, "loss_cls": 0.16660737851634622, "loss_rpn_cls": 0.02093273651553318, "loss_rpn_loc": 0.05316153063904494, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 196.5, "rpn/num_pos_anchors": 59.5, "time": 0.8348544109612703, "total_loss": 0.571061929280404}
{"data_time": 0.026974353473633528, "eta_seconds": 18508.912646394223, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.1643994971574385, "fast_rcnn/fg_cls_accuracy": 0.7917086693548387, "iteration": 30499, "loss_box_reg": 0.3070276100188494, "loss_cls": 0.15540875541046262, "loss_rpn_cls": 0.019061199156567454, "loss_rpn_loc": 0.05313168896827847, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8331533963792026, "total_loss": 0.5317242589662783}
{"data_time": 0.02476603235118091, "eta_seconds": 18493.037168885814, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.12109375, "fast_rcnn/fg_cls_accuracy": 0.860846185064935, "iteration": 30519, "loss_box_reg": 0.31210319325327873, "loss_cls": 0.15345584927126765, "loss_rpn_cls": 0.022129095217678696, "loss_rpn_loc": 0.05165578215382993, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8411022769287229, "total_loss": 0.542720722471131}
{"data_time": 0.02972572296857834, "eta_seconds": 18479.821998586645, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.14391381048387097, "fast_rcnn/fg_cls_accuracy": 0.8273059475806452, "iteration": 30539, "loss_box_reg": 0.33264255058020353, "loss_cls": 0.1590934433043003, "loss_rpn_cls": 0.02552546694641933, "loss_rpn_loc": 0.060759870044421405, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.8424265610519797, "total_loss": 0.5842827798624057}
{"data_time": 0.026731198653578758, "eta_seconds": 18465.841474652756, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.8395919574216439, "iteration": 30559, "loss_box_reg": 0.31654781848192215, "loss_cls": 0.15450551453977823, "loss_rpn_cls": 0.02050831716042012, "loss_rpn_loc": 0.050609771511517465, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.8469815352000296, "total_loss": 0.5482668315526098}
{"data_time": 0.025543276220560074, "eta_seconds": 18448.180569531396, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.13356253243383498, "fast_rcnn/fg_cls_accuracy": 0.866437467566165, "iteration": 30579, "loss_box_reg": 0.31826203409582376, "loss_cls": 0.1540511571802199, "loss_rpn_cls": 0.02436816942645237, "loss_rpn_loc": 0.04984051070641726, "lr": 0.02, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8418227748479694, "total_loss": 0.5402836867433507}
{"data_time": 0.029271692503243685, "eta_seconds": 18427.723084403435, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.85546875, "iteration": 30599, "loss_box_reg": 0.31144560500979424, "loss_cls": 0.15765652246773243, "loss_rpn_cls": 0.01775382211781107, "loss_rpn_loc": 0.04716888628900051, "lr": 0.02, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8358424231410027, "total_loss": 0.5369142098061275}
{"data_time": 0.03003494255244732, "eta_seconds": 18415.95246271626, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.138671875, "fast_rcnn/fg_cls_accuracy": 0.8361503998815165, "iteration": 30619, "loss_box_reg": 0.3165569696575403, "loss_cls": 0.15710357995703816, "loss_rpn_cls": 0.02176192450860981, "loss_rpn_loc": 0.05194834328722209, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8446796219795942, "total_loss": 0.5568982273107395}
{"data_time": 0.03286601579748094, "eta_seconds": 18400.526432796847, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.15133527369281047, "fast_rcnn/fg_cls_accuracy": 0.8298048016259474, "iteration": 30639, "loss_box_reg": 0.315370739903301, "loss_cls": 0.15985789149999619, "loss_rpn_cls": 0.02019277951330878, "loss_rpn_loc": 0.04780929384287447, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8386264420114458, "total_loss": 0.5345036387152504}
{"data_time": 0.020496912067756057, "eta_seconds": 18378.84396298579, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.13586992352320676, "fast_rcnn/fg_cls_accuracy": 0.8567284578402368, "iteration": 30659, "loss_box_reg": 0.31688544899225235, "loss_cls": 0.1567579172551632, "loss_rpn_cls": 0.021411141788121313, "loss_rpn_loc": 0.05412734777200967, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8406054954975843, "total_loss": 0.5653712068451568}
{"data_time": 0.02743416139855981, "eta_seconds": 18362.014290385647, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.12035123966942149, "fast_rcnn/fg_cls_accuracy": 0.833875363372093, "iteration": 30679, "loss_box_reg": 0.3224242078140378, "loss_cls": 0.16005411511287093, "loss_rpn_cls": 0.02289281861158088, "loss_rpn_loc": 0.052546916296705604, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8428760289680213, "total_loss": 0.580578122055158}
{"data_time": 0.025342464447021484, "eta_seconds": 18350.15259338566, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.12109375, "fast_rcnn/fg_cls_accuracy": 0.8503622555865922, "iteration": 30699, "loss_box_reg": 0.322350462898612, "loss_cls": 0.15614036656916142, "loss_rpn_cls": 0.021802580187795684, "loss_rpn_loc": 0.053298384707886726, "lr": 0.02, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.8468724396079779, "total_loss": 0.5482798833691049}
{"data_time": 0.024343780241906643, "eta_seconds": 18335.314268560847, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.12721354166666665, "fast_rcnn/fg_cls_accuracy": 0.8518103037271785, "iteration": 30719, "loss_box_reg": 0.30598387215286493, "loss_cls": 0.15779631165787578, "loss_rpn_cls": 0.02176374613918597, "loss_rpn_loc": 0.055674534873105586, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8431400761473924, "total_loss": 0.542428045271663}
{"data_time": 0.025112567469477654, "eta_seconds": 18320.03257105034, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8580956604803494, "iteration": 30739, "loss_box_reg": 0.32015225291252136, "loss_cls": 0.15710175829008222, "loss_rpn_cls": 0.023218259739223868, "loss_rpn_loc": 0.05243686347967014, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8451175929512829, "total_loss": 0.5425506398023572}
{"data_time": 0.024792848387733102, "eta_seconds": 18304.58662555972, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.1391748256437768, "fast_rcnn/fg_cls_accuracy": 0.8450073766094421, "iteration": 30759, "loss_box_reg": 0.3202267214655876, "loss_cls": 0.15949764661490917, "loss_rpn_cls": 0.02451353191281669, "loss_rpn_loc": 0.05438466556370258, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8462686610873789, "total_loss": 0.5526598221331369}
{"data_time": 0.018872153479605913, "eta_seconds": 18287.810898480006, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.10550761815920398, "fast_rcnn/fg_cls_accuracy": 0.8790553518421512, "iteration": 30779, "loss_box_reg": 0.29962607100605965, "loss_cls": 0.15419742790982127, "loss_rpn_cls": 0.020933229941874743, "loss_rpn_loc": 0.053446838981471956, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8406422131229192, "total_loss": 0.5408318039844744}
{"data_time": 0.026602338533848524, "eta_seconds": 18272.378860169556, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.15234375, "fast_rcnn/fg_cls_accuracy": 0.8210499811154475, "iteration": 30799, "loss_box_reg": 0.32669703755527735, "loss_cls": 0.16677718237042427, "loss_rpn_cls": 0.026250383933074772, "loss_rpn_loc": 0.05038342939224094, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8406549077481031, "total_loss": 0.5723890576628037}
{"data_time": 0.027475227368995547, "eta_seconds": 18254.694470982766, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.130859375, "fast_rcnn/fg_cls_accuracy": 0.8200856734888149, "iteration": 30819, "loss_box_reg": 0.31649413891136646, "loss_cls": 0.1555324150249362, "loss_rpn_cls": 0.025724979990627617, "loss_rpn_loc": 0.0525436345487833, "lr": 0.02, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8407546449452639, "total_loss": 0.5570424277684651}
{"data_time": 0.029269250808283687, "eta_seconds": 18237.79732692591, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.13195970695970693, "fast_rcnn/fg_cls_accuracy": 0.8557510055013637, "iteration": 30839, "loss_box_reg": 0.3287247512489557, "loss_cls": 0.15873226546682417, "loss_rpn_cls": 0.020808491855859756, "loss_rpn_loc": 0.05512870126403868, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8378122160211205, "total_loss": 0.5749543443089351}
{"data_time": 0.02555581438355148, "eta_seconds": 18220.275537639856, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.130639526051952, "fast_rcnn/fg_cls_accuracy": 0.8506256587659793, "iteration": 30859, "loss_box_reg": 0.31498977541923523, "loss_cls": 0.15811095060780644, "loss_rpn_cls": 0.02172721445094794, "loss_rpn_loc": 0.047430862789042294, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.839507088297978, "total_loss": 0.5411981518846005}
{"data_time": 0.02858365001156926, "eta_seconds": 18200.985784420744, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.1499068233944954, "fast_rcnn/fg_cls_accuracy": 0.814453125, "iteration": 30879, "loss_box_reg": 0.31754964776337147, "loss_cls": 0.1631236239336431, "loss_rpn_cls": 0.022331027139443904, "loss_rpn_loc": 0.051294904900714755, "lr": 0.02, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.8405689881183207, "total_loss": 0.5617222106084228}
{"data_time": 0.021224427968263626, "eta_seconds": 18181.310693748528, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.1502403846153846, "fast_rcnn/fg_cls_accuracy": 0.8235379464285715, "iteration": 30899, "loss_box_reg": 0.309702361933887, "loss_cls": 0.14931917726062238, "loss_rpn_cls": 0.019641082792077214, "loss_rpn_loc": 0.05443323613144457, "lr": 0.02, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.8399069549050182, "total_loss": 0.5430095886113122}
{"data_time": 0.030093295499682426, "eta_seconds": 18162.975902156206, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.1405372191011236, "fast_rcnn/fg_cls_accuracy": 0.82061337355455, "iteration": 30919, "loss_box_reg": 0.3139705862849951, "loss_cls": 0.15071509405970573, "loss_rpn_cls": 0.019403273501666263, "loss_rpn_loc": 0.049192336620762944, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8416619654744864, "total_loss": 0.5238905176520348}
{"data_time": 0.023202772485092282, "eta_seconds": 18144.310093735345, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.12999006502890173, "fast_rcnn/fg_cls_accuracy": 0.8398352949134199, "iteration": 30939, "loss_box_reg": 0.3237147843465209, "loss_cls": 0.1575412186793983, "loss_rpn_cls": 0.019282072666101158, "loss_rpn_loc": 0.04749048186931759, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8411256375256926, "total_loss": 0.5453379169630352}
{"data_time": 0.021421231562271714, "eta_seconds": 18129.843308618758, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.1287231612608497, "fast_rcnn/fg_cls_accuracy": 0.8520596590909091, "iteration": 30959, "loss_box_reg": 0.3047016253694892, "loss_cls": 0.15676630847156048, "loss_rpn_cls": 0.01990549563197419, "loss_rpn_loc": 0.05277801677584648, "lr": 0.02, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.8409311096183956, "total_loss": 0.5425669222313445}
{"data_time": 0.025557045126333833, "eta_seconds": 18113.010437991936, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.13502604166666665, "fast_rcnn/fg_cls_accuracy": 0.8376173482510287, "iteration": 30979, "loss_box_reg": 0.3040652833878994, "loss_cls": 0.15142972418107092, "loss_rpn_cls": 0.016818026968394406, "loss_rpn_loc": 0.05304078501649201, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8332441144157201, "total_loss": 0.5316624176048208}
{"data_time": 0.03279260918498039, "eta_seconds": 18093.818066203035, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.134765625, "fast_rcnn/fg_cls_accuracy": 0.8341903622432095, "iteration": 30999, "loss_box_reg": 0.3243322838097811, "loss_cls": 0.1513456772081554, "loss_rpn_cls": 0.01959516783244908, "loss_rpn_loc": 0.05213156284298748, "lr": 0.02, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.839095298666507, "total_loss": 0.5477855317003559}
{"data_time": 0.029961348045617342, "eta_seconds": 18077.894120526034, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.14475816908713693, "fast_rcnn/fg_cls_accuracy": 0.8330280731327802, "iteration": 31019, "loss_box_reg": 0.3251957669854164, "loss_cls": 0.15434835059568286, "loss_rpn_cls": 0.022530323243699968, "loss_rpn_loc": 0.05013137380592525, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8407265194691718, "total_loss": 0.5616909351665527}
{"data_time": 0.03020864212885499, "eta_seconds": 18061.062600465957, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.11418030753968253, "fast_rcnn/fg_cls_accuracy": 0.8652877390710383, "iteration": 31039, "loss_box_reg": 0.3014811398461461, "loss_cls": 0.15352207352407277, "loss_rpn_cls": 0.0209842135081999, "loss_rpn_loc": 0.051934967341367155, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8408545940183103, "total_loss": 0.530825695983367}
{"data_time": 0.027500636409968138, "eta_seconds": 18045.149266397813, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.13626717597750543, "fast_rcnn/fg_cls_accuracy": 0.8506238859180035, "iteration": 31059, "loss_box_reg": 0.31608029548078775, "loss_cls": 0.16127559961751103, "loss_rpn_cls": 0.023064789216732606, "loss_rpn_loc": 0.052822028286755085, "lr": 0.02, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8458201398607343, "total_loss": 0.5560761686647311}
{"data_time": 0.026874771574512124, "eta_seconds": 18023.176673545968, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.14892774899251582, "fast_rcnn/fg_cls_accuracy": 0.8173264248704664, "iteration": 31079, "loss_box_reg": 0.31218279898166656, "loss_cls": 0.1622803620994091, "loss_rpn_cls": 0.02228629862656817, "loss_rpn_loc": 0.050662185763940215, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8366270698606968, "total_loss": 0.5526493263896555}
{"data_time": 0.03198568685911596, "eta_seconds": 18001.221631718567, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.11829524253731344, "fast_rcnn/fg_cls_accuracy": 0.8679007559604575, "iteration": 31099, "loss_box_reg": 0.3130505597218871, "loss_cls": 0.15339624183252454, "loss_rpn_cls": 0.02420877432450652, "loss_rpn_loc": 0.05215727479662746, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8379829579498619, "total_loss": 0.5471129364450462}
{"data_time": 0.026581943966448307, "eta_seconds": 17978.318182897987, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.11222718253968253, "fast_rcnn/fg_cls_accuracy": 0.8542906746031746, "iteration": 31119, "loss_box_reg": 0.3198180664330721, "loss_cls": 0.15401349309831858, "loss_rpn_cls": 0.02503018267452717, "loss_rpn_loc": 0.052686789189465344, "lr": 0.02, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8385430010966957, "total_loss": 0.5544389874266926}
{"data_time": 0.017823745496571064, "eta_seconds": 17960.59555602679, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1136026503164557, "fast_rcnn/fg_cls_accuracy": 0.8688186813186813, "iteration": 31139, "loss_box_reg": 0.31436594016849995, "loss_cls": 0.1582231125794351, "loss_rpn_cls": 0.02197887992952019, "loss_rpn_loc": 0.04788476799149066, "lr": 0.02, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.839837339008227, "total_loss": 0.545224282424897}
{"data_time": 0.026532160816714168, "eta_seconds": 17945.383833743632, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.15497542997542996, "fast_rcnn/fg_cls_accuracy": 0.8399802241265656, "iteration": 31159, "loss_box_reg": 0.3131880108267069, "loss_cls": 0.14996327413246036, "loss_rpn_cls": 0.02091867514536716, "loss_rpn_loc": 0.052752912044525146, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8472868914250284, "total_loss": 0.5356508569093421}
{"data_time": 0.02678336459212005, "eta_seconds": 17927.377883424517, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.14664167365771813, "fast_rcnn/fg_cls_accuracy": 0.8165748393021119, "iteration": 31179, "loss_box_reg": 0.3049304271116853, "loss_cls": 0.14810157706961036, "loss_rpn_cls": 0.021673813680536114, "loss_rpn_loc": 0.05131055403035134, "lr": 0.02, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 224.5, "rpn/num_pos_anchors": 31.5, "time": 0.8391223368234932, "total_loss": 0.5234854572918266}
{"data_time": 0.020456023048609495, "eta_seconds": 17908.424304012675, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.1379435911016949, "fast_rcnn/fg_cls_accuracy": 0.8460025950693681, "iteration": 31199, "loss_box_reg": 0.3186272084712982, "loss_cls": 0.15761103411205113, "loss_rpn_cls": 0.021790052720461972, "loss_rpn_loc": 0.051337592769414186, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.8379667950794101, "total_loss": 0.5541485144349281}
{"data_time": 0.02349254908040166, "eta_seconds": 17888.350200213958, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.12345566860465117, "fast_rcnn/fg_cls_accuracy": 0.8472474563953488, "iteration": 31219, "loss_box_reg": 0.3100634925067425, "loss_cls": 0.15589646995067596, "loss_rpn_cls": 0.020916581837809645, "loss_rpn_loc": 0.049793861457146704, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8342332490719855, "total_loss": 0.5280270916991867}
{"data_time": 0.023144636070355773, "eta_seconds": 17870.91468150937, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1484375, "fast_rcnn/fg_cls_accuracy": 0.835608149509804, "iteration": 31239, "loss_box_reg": 0.31368757225573063, "loss_cls": 0.15755817666649818, "loss_rpn_cls": 0.02009902942518238, "loss_rpn_loc": 0.04816060129087418, "lr": 0.02, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8436318633612245, "total_loss": 0.5439969214348821}
{"data_time": 0.021073718555271626, "eta_seconds": 17854.862693692325, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.10619349449685535, "fast_rcnn/fg_cls_accuracy": 0.8775, "iteration": 31259, "loss_box_reg": 0.3072612276300788, "loss_cls": 0.14829971874132752, "loss_rpn_cls": 0.018132617406081408, "loss_rpn_loc": 0.04642541822977364, "lr": 0.02, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8441743203438818, "total_loss": 0.525137572636595}
{"data_time": 0.021354171447455883, "eta_seconds": 17838.05099679134, "fast_rcnn/cls_accuracy": 0.9326171875, "fast_rcnn/false_negative": 0.156078125, "fast_rcnn/fg_cls_accuracy": 0.8125, "iteration": 31279, "loss_box_reg": 0.3210733477026224, "loss_cls": 0.15164425782859325, "loss_rpn_cls": 0.0189434903440997, "loss_rpn_loc": 0.04936144489329308, "lr": 0.02, "roi_head/num_bg_samples": 386.5, "roi_head/num_fg_samples": 125.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8398428200744092, "total_loss": 0.5448181306419428}
{"data_time": 0.02161926939152181, "eta_seconds": 17822.94846397522, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.11141982100938967, "fast_rcnn/fg_cls_accuracy": 0.8512671375155796, "iteration": 31299, "loss_box_reg": 0.31229085847735405, "loss_cls": 0.15331514459103346, "loss_rpn_cls": 0.018670367484446615, "loss_rpn_loc": 0.04953995521645993, "lr": 0.02, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8354124040342867, "total_loss": 0.536805827578064}
{"data_time": 0.02826789184473455, "eta_seconds": 17805.760507084895, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.10851648351648352, "fast_rcnn/fg_cls_accuracy": 0.8828671328671329, "iteration": 31319, "loss_box_reg": 0.3030067370273173, "loss_cls": 0.1425772332586348, "loss_rpn_cls": 0.025090064445976168, "loss_rpn_loc": 0.05055517551954836, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.844492512056604, "total_loss": 0.5303666711552069}
{"data_time": 0.031745338113978505, "eta_seconds": 17790.150116490666, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.13068181818181818, "fast_rcnn/fg_cls_accuracy": 0.846379116403553, "iteration": 31339, "loss_box_reg": 0.3211647495627403, "loss_cls": 0.16128789680078626, "loss_rpn_cls": 0.021656666649505496, "loss_rpn_loc": 0.05536103865597397, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.849170699948445, "total_loss": 0.5528245428286027}
{"data_time": 0.02601682092063129, "eta_seconds": 17773.870691517368, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.11510857563489144, "fast_rcnn/fg_cls_accuracy": 0.8523776049343523, "iteration": 31359, "loss_box_reg": 0.3162637911736965, "loss_cls": 0.1549943641293794, "loss_rpn_cls": 0.020386413496453315, "loss_rpn_loc": 0.04686958249658346, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.8393404898233712, "total_loss": 0.5449771048151888}
{"data_time": 0.02942779939621687, "eta_seconds": 17755.847122323466, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.146680963642923, "fast_rcnn/fg_cls_accuracy": 0.8107872988255763, "iteration": 31379, "loss_box_reg": 0.32562314346432686, "loss_cls": 0.1589037363883108, "loss_rpn_cls": 0.021300099877407774, "loss_rpn_loc": 0.055721718119457364, "lr": 0.02, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8383396281860769, "total_loss": 0.5707977499405388}
{"data_time": 0.027932522585615516, "eta_seconds": 17740.539506044704, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.10953014184397164, "fast_rcnn/fg_cls_accuracy": 0.8642237982663514, "iteration": 31399, "loss_box_reg": 0.31045103911310434, "loss_cls": 0.1477826707996428, "loss_rpn_cls": 0.021523938659811392, "loss_rpn_loc": 0.05169664230197668, "lr": 0.02, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.8452473464421928, "total_loss": 0.536863310058834}
{"data_time": 0.023920895531773567, "eta_seconds": 17723.462463432457, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.12494298095563919, "fast_rcnn/fg_cls_accuracy": 0.8359375, "iteration": 31419, "loss_box_reg": 0.3076669918373227, "loss_cls": 0.15514148958027363, "loss_rpn_cls": 0.022107978002168238, "loss_rpn_loc": 0.05319205205887556, "lr": 0.02, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8462425775360316, "total_loss": 0.5377578985062428}
{"data_time": 0.01981082558631897, "eta_seconds": 17705.255299268058, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.12735869331614014, "fast_rcnn/fg_cls_accuracy": 0.859693776098628, "iteration": 31439, "loss_box_reg": 0.31418180372565985, "loss_cls": 0.15291622513905168, "loss_rpn_cls": 0.019701041470398195, "loss_rpn_loc": 0.04545298160519451, "lr": 0.02, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8359460171777755, "total_loss": 0.5307762608863413}
{"data_time": 0.03015986131504178, "eta_seconds": 17688.593310014112, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.13422056686046513, "fast_rcnn/fg_cls_accuracy": 0.8361836922268908, "iteration": 31459, "loss_box_reg": 0.314335317350924, "loss_cls": 0.15498038241639733, "loss_rpn_cls": 0.021675413358025253, "loss_rpn_loc": 0.05145426339004189, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8407398890703917, "total_loss": 0.5428229420795105}
{"data_time": 0.025757725117728114, "eta_seconds": 17673.018568560015, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.15638828856642997, "fast_rcnn/fg_cls_accuracy": 0.8275567767855284, "iteration": 31479, "loss_box_reg": 0.30810236372053623, "loss_cls": 0.1638409961014986, "loss_rpn_cls": 0.023333106422796845, "loss_rpn_loc": 0.05009419203270227, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8409029692411423, "total_loss": 0.5547460606321692}
{"data_time": 0.02225438505411148, "eta_seconds": 17656.82819702546, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.12782513237763143, "fast_rcnn/fg_cls_accuracy": 0.8535110722610723, "iteration": 31499, "loss_box_reg": 0.3122765086591244, "loss_cls": 0.15351499151438475, "loss_rpn_cls": 0.022563710997928865, "loss_rpn_loc": 0.05397008603904396, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8383612912148237, "total_loss": 0.5474778940115357}
{"data_time": 0.025849346537142992, "eta_seconds": 17639.455502214143, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.1274172359432475, "fast_rcnn/fg_cls_accuracy": 0.8409691081215744, "iteration": 31519, "loss_box_reg": 0.2977272281423211, "loss_cls": 0.14819069555960596, "loss_rpn_cls": 0.021417813637526706, "loss_rpn_loc": 0.049767555203288794, "lr": 0.02, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8361574865411967, "total_loss": 0.5203108303539921}
{"data_time": 0.032086371909826994, "eta_seconds": 17622.640807488235, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.12740921079326434, "fast_rcnn/fg_cls_accuracy": 0.8359375, "iteration": 31539, "loss_box_reg": 0.3150677150115371, "loss_cls": 0.15963597781956196, "loss_rpn_cls": 0.02299267446505837, "loss_rpn_loc": 0.05328247579745948, "lr": 0.02, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8442588690668344, "total_loss": 0.5510492999164853}
{"data_time": 0.02484309207648039, "eta_seconds": 17604.005041257013, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.1337410348360656, "fast_rcnn/fg_cls_accuracy": 0.841796875, "iteration": 31559, "loss_box_reg": 0.32042193971574306, "loss_cls": 0.15725137013942003, "loss_rpn_cls": 0.024262386781629175, "loss_rpn_loc": 0.05298418353777379, "lr": 0.02, "roi_head/num_bg_samples": 387.25, "roi_head/num_fg_samples": 124.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8374026543460786, "total_loss": 0.5531923561356962}
{"data_time": 0.029244724893942475, "eta_seconds": 17588.381011629943, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1345695281124498, "fast_rcnn/fg_cls_accuracy": 0.8614693147590362, "iteration": 31579, "loss_box_reg": 0.31020034570246935, "loss_cls": 0.14849247434176505, "loss_rpn_cls": 0.020053954649483785, "loss_rpn_loc": 0.0497075809398666, "lr": 0.02, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8441302040591836, "total_loss": 0.5251702285604551}
{"data_time": 0.02657680306583643, "eta_seconds": 17572.19672331051, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.12739179478609625, "fast_rcnn/fg_cls_accuracy": 0.8571428571428571, "iteration": 31599, "loss_box_reg": 0.31428316608071327, "loss_cls": 0.14731326582841575, "loss_rpn_cls": 0.01874888956081122, "loss_rpn_loc": 0.04919335467275232, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8410981746856123, "total_loss": 0.5325854743714444}
{"data_time": 0.02279696799814701, "eta_seconds": 17555.316147190984, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.109375, "fast_rcnn/fg_cls_accuracy": 0.8663963607594937, "iteration": 31619, "loss_box_reg": 0.2946436060592532, "loss_cls": 0.14574531000107527, "loss_rpn_cls": 0.023600776097737253, "loss_rpn_loc": 0.0473313732072711, "lr": 0.02, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8419339768588543, "total_loss": 0.5061974598138477}
{"data_time": 0.023835576372221112, "eta_seconds": 17538.501515566837, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.12835072641702477, "fast_rcnn/fg_cls_accuracy": 0.8242305871212121, "iteration": 31639, "loss_box_reg": 0.3176222499459982, "loss_cls": 0.16244129370898008, "loss_rpn_cls": 0.022658249450614676, "loss_rpn_loc": 0.05256494111381471, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8402828264515847, "total_loss": 0.5546636885846965}
{"data_time": 0.033121469197794795, "eta_seconds": 17521.229470246704, "fast_rcnn/cls_accuracy": 0.93017578125, "fast_rcnn/false_negative": 0.15264246323529412, "fast_rcnn/fg_cls_accuracy": 0.801925339958159, "iteration": 31659, "loss_box_reg": 0.31426034308969975, "loss_cls": 0.15383379766717553, "loss_rpn_cls": 0.020052246749401093, "loss_rpn_loc": 0.05720863840542734, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8386600934900343, "total_loss": 0.5431966764444951}
{"data_time": 0.023400315083563328, "eta_seconds": 17503.75005247025, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.11178398895790201, "fast_rcnn/fg_cls_accuracy": 0.8824000388198758, "iteration": 31679, "loss_box_reg": 0.31082933489233255, "loss_cls": 0.147707540076226, "loss_rpn_cls": 0.022790324583183974, "loss_rpn_loc": 0.05351648200303316, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8398364400491118, "total_loss": 0.5329288595821708}
{"data_time": 0.03158237598836422, "eta_seconds": 17478.817523354897, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.13407366071428573, "fast_rcnn/fg_cls_accuracy": 0.8499041863207547, "iteration": 31699, "loss_box_reg": 0.31754137203097343, "loss_cls": 0.16481341188773513, "loss_rpn_cls": 0.020076753746252507, "loss_rpn_loc": 0.05289697158150375, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.8338493220508099, "total_loss": 0.5498251575918403}
{"data_time": 0.02757404209114611, "eta_seconds": 17461.606139416108, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.12854295395654775, "fast_rcnn/fg_cls_accuracy": 0.8514143318965517, "iteration": 31719, "loss_box_reg": 0.3096443507820368, "loss_cls": 0.15889974916353822, "loss_rpn_cls": 0.0199987682281062, "loss_rpn_loc": 0.051725365687161684, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8393783683422953, "total_loss": 0.5463169238064438}
{"data_time": 0.027357463957741857, "eta_seconds": 17444.826686783694, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.15621857717445953, "fast_rcnn/fg_cls_accuracy": 0.8323631535947713, "iteration": 31739, "loss_box_reg": 0.30375350173562765, "loss_cls": 0.1579861519858241, "loss_rpn_cls": 0.02102801267756149, "loss_rpn_loc": 0.04877164389472455, "lr": 0.02, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8428796527441591, "total_loss": 0.5333856480428949}
{"data_time": 0.019370601512491703, "eta_seconds": 17426.920709981816, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.15395417590539542, "fast_rcnn/fg_cls_accuracy": 0.8068604521661655, "iteration": 31759, "loss_box_reg": 0.32829601131379604, "loss_cls": 0.16329778963699937, "loss_rpn_cls": 0.022134624799946323, "loss_rpn_loc": 0.05112627265043557, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.8392046364024282, "total_loss": 0.5758236919646151}
{"data_time": 0.025622454937547445, "eta_seconds": 17411.19006856461, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.14947866468062737, "fast_rcnn/fg_cls_accuracy": 0.8370605775266792, "iteration": 31779, "loss_box_reg": 0.30777767207473516, "loss_cls": 0.153278439771384, "loss_rpn_cls": 0.021332654665457085, "loss_rpn_loc": 0.05435423878952861, "lr": 0.02, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.843283713562414, "total_loss": 0.5487752767512575}
{"data_time": 0.027486280538141727, "eta_seconds": 17393.31206872058, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.12898936170212766, "fast_rcnn/fg_cls_accuracy": 0.849609375, "iteration": 31799, "loss_box_reg": 0.3114271489903331, "loss_cls": 0.15418696170672774, "loss_rpn_cls": 0.021728452760726213, "loss_rpn_loc": 0.052012343308888376, "lr": 0.02, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8381470639724284, "total_loss": 0.5428679244942032}
{"data_time": 0.02860481501556933, "eta_seconds": 17375.020274497336, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.12191787631735931, "fast_rcnn/fg_cls_accuracy": 0.859306754951038, "iteration": 31819, "loss_box_reg": 0.3259821208193898, "loss_cls": 0.16143860830925405, "loss_rpn_cls": 0.022799043712439016, "loss_rpn_loc": 0.05198391544399783, "lr": 0.02, "roi_head/num_bg_samples": 387.25, "roi_head/num_fg_samples": 124.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8395205137785524, "total_loss": 0.5624866063299123}
{"data_time": 0.020979871973395348, "eta_seconds": 17358.72779269796, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.1364444813829787, "fast_rcnn/fg_cls_accuracy": 0.8300987527261143, "iteration": 31839, "loss_box_reg": 0.31879790499806404, "loss_cls": 0.15319742681458592, "loss_rpn_cls": 0.018456964899087325, "loss_rpn_loc": 0.04839580354746431, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8399331141263247, "total_loss": 0.547220397478668}
{"data_time": 0.022802731720730662, "eta_seconds": 17341.924416488968, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.1466181506849315, "fast_rcnn/fg_cls_accuracy": 0.8477422628107559, "iteration": 31859, "loss_box_reg": 0.31567042600363493, "loss_cls": 0.15346097480505705, "loss_rpn_cls": 0.020631587904063053, "loss_rpn_loc": 0.05116128746885806, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.839409994892776, "total_loss": 0.5394461331597995}
{"data_time": 0.024642179952934384, "eta_seconds": 17327.098021090962, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.14955357142857142, "fast_rcnn/fg_cls_accuracy": 0.8394915254237287, "iteration": 31879, "loss_box_reg": 0.3187600001692772, "loss_cls": 0.15648405207321048, "loss_rpn_cls": 0.01995192069443874, "loss_rpn_loc": 0.05410826799925417, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8444046315271407, "total_loss": 0.5550496818032116}
{"data_time": 0.0301578133367002, "eta_seconds": 17309.290465567494, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.1328125, "fast_rcnn/fg_cls_accuracy": 0.8436141304347826, "iteration": 31899, "loss_box_reg": 0.31932678632438183, "loss_cls": 0.15558696631342173, "loss_rpn_cls": 0.021892351447604597, "loss_rpn_loc": 0.051385679515078664, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8386130449362099, "total_loss": 0.5563348944997415}
{"data_time": 0.021833845414221287, "eta_seconds": 17286.652510706102, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.14438657407407407, "fast_rcnn/fg_cls_accuracy": 0.8225866799700674, "iteration": 31919, "loss_box_reg": 0.307796292938292, "loss_cls": 0.15435284981504083, "loss_rpn_cls": 0.02044649665185716, "loss_rpn_loc": 0.0468069565249607, "lr": 0.02, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8350569971371442, "total_loss": 0.5385499243275262}
{"data_time": 0.034672163892537355, "eta_seconds": 17273.99056745041, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.09111664591116646, "fast_rcnn/fg_cls_accuracy": 0.9026486682489452, "iteration": 31939, "loss_box_reg": 0.31080134818330407, "loss_cls": 0.15365164633840322, "loss_rpn_cls": 0.021442530705826357, "loss_rpn_loc": 0.052993613528087735, "lr": 0.02, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8467630653176457, "total_loss": 0.5365408973884769}
{"data_time": 0.02812501252628863, "eta_seconds": 17254.59942405182, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.14259518286026202, "fast_rcnn/fg_cls_accuracy": 0.8395964110262009, "iteration": 31959, "loss_box_reg": 0.3231682516634464, "loss_cls": 0.15517590823583305, "loss_rpn_cls": 0.02142322255531326, "loss_rpn_loc": 0.04882050468586385, "lr": 0.02, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8383735911920667, "total_loss": 0.5513251236407086}
{"data_time": 0.028529732953757048, "eta_seconds": 17242.073183045024, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.15878182870370372, "fast_rcnn/fg_cls_accuracy": 0.8237430026728529, "iteration": 31979, "loss_box_reg": 0.31337274704128504, "loss_cls": 0.14833690342493355, "loss_rpn_cls": 0.019197713350877166, "loss_rpn_loc": 0.05206544790416956, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8451948235742748, "total_loss": 0.5356504140945617}
{"data_time": 0.02781127765774727, "eta_seconds": 17227.65972680971, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.14034147309906692, "fast_rcnn/fg_cls_accuracy": 0.8291822332918224, "iteration": 31999, "loss_box_reg": 0.3225499773398042, "loss_cls": 0.15828557964414358, "loss_rpn_cls": 0.0225973287015222, "loss_rpn_loc": 0.05529003741685301, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 196.5, "rpn/num_pos_anchors": 59.5, "time": 0.843587045557797, "total_loss": 0.553463053307496}
{"data_time": 0.025305050425231457, "eta_seconds": 17212.227623964194, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.14108875570776255, "fast_rcnn/fg_cls_accuracy": 0.82421875, "iteration": 32019, "loss_box_reg": 0.30819840356707573, "loss_cls": 0.14267893321812153, "loss_rpn_cls": 0.021932901174295694, "loss_rpn_loc": 0.05518629786092788, "lr": 0.02, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8431741099338979, "total_loss": 0.5312861880520359}
{"data_time": 0.031816903967410326, "eta_seconds": 17195.419628628064, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.1380970724191063, "fast_rcnn/fg_cls_accuracy": 0.8385472074468086, "iteration": 32039, "loss_box_reg": 0.3211725438013673, "loss_cls": 0.15581957949325442, "loss_rpn_cls": 0.02135852779611014, "loss_rpn_loc": 0.051021618535742164, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8434366607107222, "total_loss": 0.5539060166629497}
{"data_time": 0.023890437558293343, "eta_seconds": 17176.26606898266, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.10396388319672131, "fast_rcnn/fg_cls_accuracy": 0.8760474860335196, "iteration": 32059, "loss_box_reg": 0.3292388916015625, "loss_cls": 0.16044358536601067, "loss_rpn_cls": 0.026043079560622573, "loss_rpn_loc": 0.05151582369580865, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8355526586528867, "total_loss": 0.5599970147013664}
{"data_time": 0.020415243925526738, "eta_seconds": 17161.195211142534, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.14453125, "fast_rcnn/fg_cls_accuracy": 0.8361068460982659, "iteration": 32079, "loss_box_reg": 0.3220338635146618, "loss_cls": 0.15238383691757917, "loss_rpn_cls": 0.021081911225337535, "loss_rpn_loc": 0.053623729618266225, "lr": 0.02, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.84035849198699, "total_loss": 0.5551149931270629}
{"data_time": 0.03133401903323829, "eta_seconds": 17148.41475275578, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.115234375, "fast_rcnn/fg_cls_accuracy": 0.8640730574324325, "iteration": 32099, "loss_box_reg": 0.3140830723568797, "loss_cls": 0.14934256672859192, "loss_rpn_cls": 0.02704691281542182, "loss_rpn_loc": 0.05022285180166364, "lr": 0.02, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.846072981832549, "total_loss": 0.5493593624851201}
{"data_time": 0.029198209522292018, "eta_seconds": 17133.573164680274, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.1296820588318564, "fast_rcnn/fg_cls_accuracy": 0.8462548199195996, "iteration": 32119, "loss_box_reg": 0.32088741194456816, "loss_cls": 0.15992425149306655, "loss_rpn_cls": 0.022896657523233443, "loss_rpn_loc": 0.054854849353432655, "lr": 0.02, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8421945031732321, "total_loss": 0.5689188644755632}
{"data_time": 0.031276867957785726, "eta_seconds": 17116.75988450297, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.138671875, "fast_rcnn/fg_cls_accuracy": 0.8362473060344828, "iteration": 32139, "loss_box_reg": 0.3346311990171671, "loss_cls": 0.16404944891110063, "loss_rpn_cls": 0.023909048177301884, "loss_rpn_loc": 0.05306491779629141, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8419269849546254, "total_loss": 0.5819090903096367}
{"data_time": 0.03032336407341063, "eta_seconds": 17099.48753832234, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.13420299639917696, "fast_rcnn/fg_cls_accuracy": 0.8529974489795918, "iteration": 32159, "loss_box_reg": 0.2962011191993952, "loss_cls": 0.1491564642637968, "loss_rpn_cls": 0.021905744535615668, "loss_rpn_loc": 0.05170964845456183, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8422540095634758, "total_loss": 0.5150471097731497}
{"data_time": 0.028381839860230684, "eta_seconds": 17082.67470951518, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.13710605014952842, "fast_rcnn/fg_cls_accuracy": 0.8526274966065541, "iteration": 32179, "loss_box_reg": 0.31333854980766773, "loss_cls": 0.14717306150123477, "loss_rpn_cls": 0.022606101498240605, "loss_rpn_loc": 0.05089337460231036, "lr": 0.02, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8389546300750226, "total_loss": 0.5400181916193105}
{"data_time": 0.025713353417813778, "eta_seconds": 17064.66253859829, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.12467616580310881, "fast_rcnn/fg_cls_accuracy": 0.8469270833333333, "iteration": 32199, "loss_box_reg": 0.3157423036172986, "loss_cls": 0.15678549371659756, "loss_rpn_cls": 0.017129090148955584, "loss_rpn_loc": 0.0491251852363348, "lr": 0.02, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8394546932540834, "total_loss": 0.5444296599016525}
{"data_time": 0.02994491974823177, "eta_seconds": 17050.069772418356, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.14140625, "fast_rcnn/fg_cls_accuracy": 0.8476376488095239, "iteration": 32219, "loss_box_reg": 0.3240069169551134, "loss_cls": 0.1572961495257914, "loss_rpn_cls": 0.023798421781975776, "loss_rpn_loc": 0.052037260262295604, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.840741751017049, "total_loss": 0.5570686499995645}
{"data_time": 0.03200550051406026, "eta_seconds": 17033.576704834588, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.13763469076476476, "fast_rcnn/fg_cls_accuracy": 0.833984375, "iteration": 32239, "loss_box_reg": 0.31803946010768414, "loss_cls": 0.15237454744055867, "loss_rpn_cls": 0.026338556155678816, "loss_rpn_loc": 0.05392605037195608, "lr": 0.02, "roi_head/num_bg_samples": 386.5, "roi_head/num_fg_samples": 125.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8419615793973207, "total_loss": 0.5520915860251989}
{"data_time": 0.026562788989394903, "eta_seconds": 17014.227596855722, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.14630762160633484, "fast_rcnn/fg_cls_accuracy": 0.8317625381226703, "iteration": 32259, "loss_box_reg": 0.31570632942020893, "loss_cls": 0.1542102862149477, "loss_rpn_cls": 0.021571152057731524, "loss_rpn_loc": 0.05484492424875498, "lr": 0.02, "roi_head/num_bg_samples": 387.25, "roi_head/num_fg_samples": 124.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8412329475395381, "total_loss": 0.5403549235488754}
{"data_time": 0.02805193979293108, "eta_seconds": 16998.61056547938, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.14845455786026202, "fast_rcnn/fg_cls_accuracy": 0.8269565365720524, "iteration": 32279, "loss_box_reg": 0.31965847220271826, "loss_cls": 0.15810490306466818, "loss_rpn_cls": 0.02201796302688308, "loss_rpn_loc": 0.05008926265873015, "lr": 0.02, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.8404335069935769, "total_loss": 0.542313129408285}
{"data_time": 0.026139957131817937, "eta_seconds": 16979.52448366536, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.15308328035600763, "fast_rcnn/fg_cls_accuracy": 0.830078125, "iteration": 32299, "loss_box_reg": 0.3081270791590214, "loss_cls": 0.15121243940666318, "loss_rpn_cls": 0.0209246261510998, "loss_rpn_loc": 0.054780233127530664, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8338033107575029, "total_loss": 0.5497275076922961}
{"data_time": 0.029156272066757083, "eta_seconds": 16963.792655113153, "fast_rcnn/cls_accuracy": 0.927734375, "fast_rcnn/false_negative": 0.15274845157657657, "fast_rcnn/fg_cls_accuracy": 0.7952938988095238, "iteration": 32319, "loss_box_reg": 0.31244080886244774, "loss_cls": 0.15554170729592443, "loss_rpn_cls": 0.018546418694313616, "loss_rpn_loc": 0.05033999343868345, "lr": 0.02, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8472416000440717, "total_loss": 0.5403204030590132}
{"data_time": 0.02723573544062674, "eta_seconds": 16942.30464356346, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1316574260752688, "fast_rcnn/fg_cls_accuracy": 0.8631619201871598, "iteration": 32339, "loss_box_reg": 0.3173389844596386, "loss_cls": 0.15361235663294792, "loss_rpn_cls": 0.020253494061762467, "loss_rpn_loc": 0.051705261575989425, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8363633491098881, "total_loss": 0.5618322207592428}
{"data_time": 0.02414195309393108, "eta_seconds": 16927.366720299935, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.134765625, "fast_rcnn/fg_cls_accuracy": 0.849609375, "iteration": 32359, "loss_box_reg": 0.3100583627820015, "loss_cls": 0.154604199109599, "loss_rpn_cls": 0.020325421821326017, "loss_rpn_loc": 0.05737566505558789, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8413830799981952, "total_loss": 0.5231630619382486}
{"data_time": 0.021953797666355968, "eta_seconds": 16912.282170973253, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.11123511904761904, "fast_rcnn/fg_cls_accuracy": 0.8703407379518072, "iteration": 32379, "loss_box_reg": 0.31853131391108036, "loss_cls": 0.15213815635070205, "loss_rpn_cls": 0.021213490545051172, "loss_rpn_loc": 0.055731565807946026, "lr": 0.02, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.844025501050055, "total_loss": 0.5499636653257767}
{"data_time": 0.029892577091231942, "eta_seconds": 16894.463853433495, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.10630580357142858, "fast_rcnn/fg_cls_accuracy": 0.8816546594311377, "iteration": 32399, "loss_box_reg": 0.3180428724735975, "loss_cls": 0.16038980102166533, "loss_rpn_cls": 0.020144933252595365, "loss_rpn_loc": 0.04892917943652719, "lr": 0.02, "roi_head/num_bg_samples": 385.25, "roi_head/num_fg_samples": 126.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8384618863929063, "total_loss": 0.5591602815838996}
{"data_time": 0.031044899951666594, "eta_seconds": 16878.283526356332, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.14837119667939075, "fast_rcnn/fg_cls_accuracy": 0.833493779620853, "iteration": 32419, "loss_box_reg": 0.30773724149912596, "loss_cls": 0.15550529723986983, "loss_rpn_cls": 0.022354364744387567, "loss_rpn_loc": 0.048592119361273944, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8426421491894871, "total_loss": 0.5415216131368652}
{"data_time": 0.01718096132390201, "eta_seconds": 16860.84470243915, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.11328125, "fast_rcnn/fg_cls_accuracy": 0.8389318923129352, "iteration": 32439, "loss_box_reg": 0.3128828494809568, "loss_cls": 0.1489478899165988, "loss_rpn_cls": 0.023790762323187664, "loss_rpn_loc": 0.05466299457475543, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8380900975316763, "total_loss": 0.5435313934867736}
{"data_time": 0.027374735102057457, "eta_seconds": 16844.035126941977, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.134765625, "fast_rcnn/fg_cls_accuracy": 0.8622528698979592, "iteration": 32459, "loss_box_reg": 0.31324280332773924, "loss_cls": 0.15074813435785472, "loss_rpn_cls": 0.020454674493521452, "loss_rpn_loc": 0.048737214296124876, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8417838029563427, "total_loss": 0.5383332992205396}
{"data_time": 0.02573221898637712, "eta_seconds": 16826.334197617834, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.11120448179271708, "fast_rcnn/fg_cls_accuracy": 0.8671875, "iteration": 32479, "loss_box_reg": 0.3034049719572067, "loss_cls": 0.15690417308360338, "loss_rpn_cls": 0.023348495858954266, "loss_rpn_loc": 0.049574508040677756, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8371990665327758, "total_loss": 0.5488299042335711}
{"data_time": 0.027656294405460358, "eta_seconds": 16809.763766079443, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.1368361051502146, "fast_rcnn/fg_cls_accuracy": 0.8469262941919191, "iteration": 32499, "loss_box_reg": 0.3165878336876631, "loss_cls": 0.16423037461936474, "loss_rpn_cls": 0.021987836458720267, "loss_rpn_loc": 0.05361764435656369, "lr": 0.02, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8399450732395053, "total_loss": 0.5576091177936178}
{"data_time": 0.025521629489958286, "eta_seconds": 16796.856619793456, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.10547699103375527, "fast_rcnn/fg_cls_accuracy": 0.8481570512820513, "iteration": 32519, "loss_box_reg": 0.311944330111146, "loss_cls": 0.16564729064702988, "loss_rpn_cls": 0.02270616847090423, "loss_rpn_loc": 0.05116075254045427, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.848301786929369, "total_loss": 0.5607309474726208}
{"data_time": 0.023739261087030172, "eta_seconds": 16780.72844223329, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.129453125, "fast_rcnn/fg_cls_accuracy": 0.858650069892831, "iteration": 32539, "loss_box_reg": 0.32676497381180525, "loss_cls": 0.15474142599850893, "loss_rpn_cls": 0.02389649927499704, "loss_rpn_loc": 0.049223562818951905, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8450176988262683, "total_loss": 0.5613923388009425}
{"data_time": 0.03055607806891203, "eta_seconds": 16763.914927437203, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.10885753075245815, "fast_rcnn/fg_cls_accuracy": 0.8587239583333333, "iteration": 32559, "loss_box_reg": 0.3170783780515194, "loss_cls": 0.155365988612175, "loss_rpn_cls": 0.024761182023212314, "loss_rpn_loc": 0.04947406123392284, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8350883009843528, "total_loss": 0.5471703064977191}
{"data_time": 0.031051495345309377, "eta_seconds": 16745.241240895353, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.15056044416509534, "fast_rcnn/fg_cls_accuracy": 0.8208308299716762, "iteration": 32579, "loss_box_reg": 0.3106885449960828, "loss_cls": 0.15135904005728662, "loss_rpn_cls": 0.01929426469723694, "loss_rpn_loc": 0.05003980279434472, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.8427261442411691, "total_loss": 0.5206856255535968}
{"data_time": 0.024172067875042558, "eta_seconds": 16730.92196845729, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.14533845676137247, "fast_rcnn/fg_cls_accuracy": 0.8506649688737974, "iteration": 32599, "loss_box_reg": 0.3133465936407447, "loss_cls": 0.15687548043206334, "loss_rpn_cls": 0.023316432896535844, "loss_rpn_loc": 0.05231013102456927, "lr": 0.02, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8492129202932119, "total_loss": 0.5571158869133797}
{"data_time": 0.02971712965518236, "eta_seconds": 16713.474383048946, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.10836476293103448, "fast_rcnn/fg_cls_accuracy": 0.876953125, "iteration": 32619, "loss_box_reg": 0.31130241230130196, "loss_cls": 0.15494367200881243, "loss_rpn_cls": 0.02282953535905108, "loss_rpn_loc": 0.04795389377977699, "lr": 0.02, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8391783135011792, "total_loss": 0.5380822787556099}
{"data_time": 0.03092193161137402, "eta_seconds": 16699.84520963556, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.14634731359649122, "fast_rcnn/fg_cls_accuracy": 0.845703125, "iteration": 32639, "loss_box_reg": 0.30992823652923107, "loss_cls": 0.14777845423668623, "loss_rpn_cls": 0.02069977016071789, "loss_rpn_loc": 0.05353744141757488, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8520777672529221, "total_loss": 0.5256174986134283}
{"data_time": 0.031325049698352814, "eta_seconds": 16684.095863607014, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.1328125, "fast_rcnn/fg_cls_accuracy": 0.8392767137096775, "iteration": 32659, "loss_box_reg": 0.32400039676576853, "loss_cls": 0.15148998284712434, "loss_rpn_cls": 0.020723420311696827, "loss_rpn_loc": 0.05379193858243525, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.8389849315863103, "total_loss": 0.5540351335075684}
{"data_time": 0.023800095776095986, "eta_seconds": 16668.955521719763, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.10532670454545454, "fast_rcnn/fg_cls_accuracy": 0.8470768540669856, "iteration": 32679, "loss_box_reg": 0.3164087515324354, "loss_cls": 0.15854774694889784, "loss_rpn_cls": 0.019016157370060682, "loss_rpn_loc": 0.05296553112566471, "lr": 0.02, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.842000612989068, "total_loss": 0.5517600126331672}
{"data_time": 0.029400899540632963, "eta_seconds": 16658.18837451702, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.14779713114754098, "fast_rcnn/fg_cls_accuracy": 0.8095421810699588, "iteration": 32699, "loss_box_reg": 0.30271008936688304, "loss_cls": 0.15712977573275566, "loss_rpn_cls": 0.02329808587091975, "loss_rpn_loc": 0.05180004355497658, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.8474577460438013, "total_loss": 0.5356346336193383}
{"data_time": 0.026660131057724357, "eta_seconds": 16639.979039606173, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.14076704545454544, "fast_rcnn/fg_cls_accuracy": 0.8306193524096386, "iteration": 32719, "loss_box_reg": 0.3245425717905164, "loss_cls": 0.16325649851933122, "loss_rpn_cls": 0.024924470984842628, "loss_rpn_loc": 0.05311382171930745, "lr": 0.02, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8386086556129158, "total_loss": 0.5743107637244975}
{"data_time": 0.029355670092627406, "eta_seconds": 16621.433926886413, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.12093334842995168, "fast_rcnn/fg_cls_accuracy": 0.8474972677595629, "iteration": 32739, "loss_box_reg": 0.3025595350190997, "loss_cls": 0.16347713326103985, "loss_rpn_cls": 0.020045329263666645, "loss_rpn_loc": 0.05288685974664986, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.841735064284876, "total_loss": 0.5288847424671985}
{"data_time": 0.02194361761212349, "eta_seconds": 16608.48039906239, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.12602947967980296, "fast_rcnn/fg_cls_accuracy": 0.8649739583333333, "iteration": 32759, "loss_box_reg": 0.3138920050114393, "loss_cls": 0.16113192681223154, "loss_rpn_cls": 0.02233230695128441, "loss_rpn_loc": 0.05104224034585059, "lr": 0.02, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8470998329576105, "total_loss": 0.5492758942127693}
{"data_time": 0.025394871830940247, "eta_seconds": 16588.67321682442, "fast_rcnn/cls_accuracy": 0.931640625, "fast_rcnn/false_negative": 0.16076962809917356, "fast_rcnn/fg_cls_accuracy": 0.804620150862069, "iteration": 32779, "loss_box_reg": 0.3281362485140562, "loss_cls": 0.1624534111469984, "loss_rpn_cls": 0.020935382664902136, "loss_rpn_loc": 0.05173495505005121, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8394624274224043, "total_loss": 0.5649517101119272}
{"data_time": 0.02609232859686017, "eta_seconds": 16570.735758861993, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.16796875, "fast_rcnn/fg_cls_accuracy": 0.788804377753304, "iteration": 32799, "loss_box_reg": 0.3154200678691268, "loss_cls": 0.1495306978467852, "loss_rpn_cls": 0.023829250771086663, "loss_rpn_loc": 0.05119901173748076, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8357114982791245, "total_loss": 0.5472498198796529}
{"data_time": 0.02425682987086475, "eta_seconds": 16552.3668627725, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.1288108108108108, "fast_rcnn/fg_cls_accuracy": 0.8486031746031746, "iteration": 32819, "loss_box_reg": 0.30379356630146503, "loss_cls": 0.15212614554911852, "loss_rpn_cls": 0.019525165727827698, "loss_rpn_loc": 0.049378109164536, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8384950675535947, "total_loss": 0.5235601313761435}
{"data_time": 0.026286228094249964, "eta_seconds": 16536.59370397427, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1266025641025641, "fast_rcnn/fg_cls_accuracy": 0.8634588068181819, "iteration": 32839, "loss_box_reg": 0.2987284604460001, "loss_cls": 0.1424027686007321, "loss_rpn_cls": 0.02180474135093391, "loss_rpn_loc": 0.0455535757355392, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8349199858494103, "total_loss": 0.5106195298139937}
{"data_time": 0.028993807500228286, "eta_seconds": 16518.725550109986, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.1112624737394958, "fast_rcnn/fg_cls_accuracy": 0.8537473516949152, "iteration": 32859, "loss_box_reg": 0.30789981596171856, "loss_cls": 0.15316865500062704, "loss_rpn_cls": 0.021232802711892873, "loss_rpn_loc": 0.047955631045624614, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8363878093659878, "total_loss": 0.5404926304763649}
{"data_time": 0.02720800181850791, "eta_seconds": 16501.223959947936, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.10900544285007421, "fast_rcnn/fg_cls_accuracy": 0.8347048300536672, "iteration": 32879, "loss_box_reg": 0.3011792879551649, "loss_cls": 0.1490928076673299, "loss_rpn_cls": 0.019984022539574653, "loss_rpn_loc": 0.04820680269040167, "lr": 0.02, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8408935745246708, "total_loss": 0.5215420328022446}
{"data_time": 0.03225586819462478, "eta_seconds": 16486.12853830424, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.13023603723404253, "fast_rcnn/fg_cls_accuracy": 0.8460381240779564, "iteration": 32899, "loss_box_reg": 0.3213656097650528, "loss_cls": 0.15915066376328468, "loss_rpn_cls": 0.020323005504906178, "loss_rpn_loc": 0.053055130410939455, "lr": 0.02, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8409273778088391, "total_loss": 0.5487510446109809}
{"data_time": 0.028167280834168196, "eta_seconds": 16472.369567999616, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.14754827235772358, "fast_rcnn/fg_cls_accuracy": 0.8297564338235295, "iteration": 32919, "loss_box_reg": 0.3058674903586507, "loss_cls": 0.15124123217538, "loss_rpn_cls": 0.022621407406404614, "loss_rpn_loc": 0.05092125455848873, "lr": 0.02, "roi_head/num_bg_samples": 390.0, "roi_head/num_fg_samples": 122.0, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8444549581035972, "total_loss": 0.5401132009428693}
{"data_time": 0.031318310648202896, "eta_seconds": 16454.08634421695, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.11860613810741688, "fast_rcnn/fg_cls_accuracy": 0.856592082616179, "iteration": 32939, "loss_box_reg": 0.3069819863885641, "loss_cls": 0.15352776180952787, "loss_rpn_cls": 0.021738904644735157, "loss_rpn_loc": 0.048296734457835555, "lr": 0.02, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8473561378195882, "total_loss": 0.5248522529000184}
{"data_time": 0.020754681900143623, "eta_seconds": 16438.007709923433, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.13914141414141415, "fast_rcnn/fg_cls_accuracy": 0.8450230895748988, "iteration": 32959, "loss_box_reg": 0.32166518550366163, "loss_cls": 0.16095329960808158, "loss_rpn_cls": 0.02029508090345189, "loss_rpn_loc": 0.05282997293397784, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8364794470835477, "total_loss": 0.5732885030447505}
{"data_time": 0.032065501203760505, "eta_seconds": 16421.18358862982, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.097411120951417, "fast_rcnn/fg_cls_accuracy": 0.8498370936098655, "iteration": 32979, "loss_box_reg": 0.30829039867967367, "loss_cls": 0.1503222701139748, "loss_rpn_cls": 0.02247266931226477, "loss_rpn_loc": 0.05588363122660667, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8421158457640558, "total_loss": 0.5431959327834193}
{"data_time": 0.031310592545196414, "eta_seconds": 16404.35946733621, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.11219618055555555, "fast_rcnn/fg_cls_accuracy": 0.8561197916666667, "iteration": 32999, "loss_box_reg": 0.3188393907621503, "loss_cls": 0.1491793212480843, "loss_rpn_cls": 0.02045156096573919, "loss_rpn_loc": 0.050607013050466776, "lr": 0.02, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8456768931355327, "total_loss": 0.5427394169964828}
{"data_time": 0.02647814783267677, "eta_seconds": 16386.049843847053, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.12875405844155843, "fast_rcnn/fg_cls_accuracy": 0.8471623563218391, "iteration": 33019, "loss_box_reg": 0.3178434642031789, "loss_cls": 0.15887319343164563, "loss_rpn_cls": 0.019553266174625605, "loss_rpn_loc": 0.05193852889351547, "lr": 0.02, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.8387825670652092, "total_loss": 0.5556571546039777}
{"data_time": 0.024632495595142245, "eta_seconds": 16369.343307666248, "fast_rcnn/cls_accuracy": 0.9296875, "fast_rcnn/false_negative": 0.16832434777220054, "fast_rcnn/fg_cls_accuracy": 0.765528549382716, "iteration": 33039, "loss_box_reg": 0.3203794779255986, "loss_cls": 0.1635523377917707, "loss_rpn_cls": 0.023652454576222226, "loss_rpn_loc": 0.0529199936427176, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8441266666632146, "total_loss": 0.5671425263863057}
{"data_time": 0.027205233462154865, "eta_seconds": 16353.887103455374, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.14540552200172563, "fast_rcnn/fg_cls_accuracy": 0.828125, "iteration": 33059, "loss_box_reg": 0.3045448064804077, "loss_cls": 0.1436676662415266, "loss_rpn_cls": 0.01957927635521628, "loss_rpn_loc": 0.04733642435166985, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8430537774693221, "total_loss": 0.5001997475192184}
{"data_time": 0.03232812788337469, "eta_seconds": 16338.279410724295, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.15379050925925924, "fast_rcnn/fg_cls_accuracy": 0.8078703703703705, "iteration": 33079, "loss_box_reg": 0.30634112842381, "loss_cls": 0.15404092241078615, "loss_rpn_cls": 0.020372923754621297, "loss_rpn_loc": 0.05037311767227948, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.845203059958294, "total_loss": 0.5372069121804088}
{"data_time": 0.02420381992124021, "eta_seconds": 16318.589031533338, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.11774852660328151, "fast_rcnn/fg_cls_accuracy": 0.8559271866212816, "iteration": 33099, "loss_box_reg": 0.3021316984668374, "loss_cls": 0.15024221618659794, "loss_rpn_cls": 0.019469187973299995, "loss_rpn_loc": 0.049196035717613995, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.8351839263923466, "total_loss": 0.5241410647140583}
{"data_time": 0.022776675410568714, "eta_seconds": 16301.766611007042, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.13640873015873017, "fast_rcnn/fg_cls_accuracy": 0.8352300688976377, "iteration": 33119, "loss_box_reg": 0.3087485423311591, "loss_cls": 0.1501370263285935, "loss_rpn_cls": 0.02398624416673556, "loss_rpn_loc": 0.05200103798415512, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8452504202723503, "total_loss": 0.5459864686708897}
{"data_time": 0.02944018505513668, "eta_seconds": 16286.590618280927, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.16095834952714083, "fast_rcnn/fg_cls_accuracy": 0.8129650297619048, "iteration": 33139, "loss_box_reg": 0.312634551897645, "loss_cls": 0.156408432405442, "loss_rpn_cls": 0.020562978461384773, "loss_rpn_loc": 0.048647682822775096, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8435031312983483, "total_loss": 0.535552473156713}
{"data_time": 0.030653502326458693, "eta_seconds": 16268.407014725497, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.12890625, "fast_rcnn/fg_cls_accuracy": 0.868107337369393, "iteration": 33159, "loss_box_reg": 0.3156692162156105, "loss_cls": 0.16010422771796584, "loss_rpn_cls": 0.020720316970255226, "loss_rpn_loc": 0.052802373422309756, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.8394772650208324, "total_loss": 0.5626071326551028}
{"data_time": 0.022079101530835032, "eta_seconds": 16253.566545463866, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.1261271338105727, "fast_rcnn/fg_cls_accuracy": 0.8249534116972477, "iteration": 33179, "loss_box_reg": 0.32423298619687557, "loss_cls": 0.15155617333948612, "loss_rpn_cls": 0.017869079136289656, "loss_rpn_loc": 0.0546821765601635, "lr": 0.02, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8418331565335393, "total_loss": 0.5483106331666932}
{"data_time": 0.021815617801621556, "eta_seconds": 16237.681193424156, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.1463965941011236, "fast_rcnn/fg_cls_accuracy": 0.8022258288894042, "iteration": 33199, "loss_box_reg": 0.307153238914907, "loss_cls": 0.16003207117319107, "loss_rpn_cls": 0.02054294392291922, "loss_rpn_loc": 0.046327076852321625, "lr": 0.02, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8371993829496205, "total_loss": 0.5326407609391026}
{"data_time": 0.024894834496080875, "eta_seconds": 16223.747907430865, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.11283903301886793, "fast_rcnn/fg_cls_accuracy": 0.8594551282051281, "iteration": 33219, "loss_box_reg": 0.31633944995701313, "loss_cls": 0.1566867190413177, "loss_rpn_cls": 0.020143156492849812, "loss_rpn_loc": 0.04786468204110861, "lr": 0.02, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8469915180467069, "total_loss": 0.5407228504773229}
{"data_time": 0.02262760605663061, "eta_seconds": 16206.425089838682, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.13873355263157894, "fast_rcnn/fg_cls_accuracy": 0.8469050480769231, "iteration": 33239, "loss_box_reg": 0.32522090524435043, "loss_cls": 0.16620352305471897, "loss_rpn_cls": 0.022193726210389286, "loss_rpn_loc": 0.049425200559198856, "lr": 0.02, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8418520223349333, "total_loss": 0.5796483465528581}
{"data_time": 0.0381335592828691, "eta_seconds": 16189.596861719852, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.14453125, "fast_rcnn/fg_cls_accuracy": 0.828125, "iteration": 33259, "loss_box_reg": 0.3236487898975611, "loss_cls": 0.1579598938114941, "loss_rpn_cls": 0.02493344494723715, "loss_rpn_loc": 0.05073177209123969, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8421309725381434, "total_loss": 0.5608630608767271}
{"data_time": 0.02961324853822589, "eta_seconds": 16172.312383107143, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.15769540692989525, "fast_rcnn/fg_cls_accuracy": 0.830763178599528, "iteration": 33279, "loss_box_reg": 0.33389409352093935, "loss_cls": 0.16332276305183768, "loss_rpn_cls": 0.022698063170537353, "loss_rpn_loc": 0.056806031498126686, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 0.8405578499659896, "total_loss": 0.5810602824785747}
{"data_time": 0.029424519976601005, "eta_seconds": 16157.755881679477, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1402409046214356, "fast_rcnn/fg_cls_accuracy": 0.8449104995992519, "iteration": 33299, "loss_box_reg": 0.3183475248515606, "loss_cls": 0.15605694730766118, "loss_rpn_cls": 0.01873877432080917, "loss_rpn_loc": 0.052820922806859016, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.8414256044197828, "total_loss": 0.5464691899251193}
{"data_time": 0.029295161832123995, "eta_seconds": 16138.656876352848, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.11906968124536693, "fast_rcnn/fg_cls_accuracy": 0.8279972254672897, "iteration": 33319, "loss_box_reg": 0.30667294934391975, "loss_cls": 0.15431737410835922, "loss_rpn_cls": 0.01726694118406158, "loss_rpn_loc": 0.05121546343434602, "lr": 0.02, "roi_head/num_bg_samples": 416.5, "roi_head/num_fg_samples": 95.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8392955120652914, "total_loss": 0.5273922148917336}
{"data_time": 0.021525271702557802, "eta_seconds": 16123.009587862529, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.11610243055555555, "fast_rcnn/fg_cls_accuracy": 0.8573460254854368, "iteration": 33339, "loss_box_reg": 0.31811963487416506, "loss_cls": 0.16170603688806295, "loss_rpn_cls": 0.02106197206012439, "loss_rpn_loc": 0.050817838753573596, "lr": 0.02, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.839578554732725, "total_loss": 0.5592443982604891}
{"data_time": 0.02525737090036273, "eta_seconds": 16105.180110909976, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.1281346450617284, "fast_rcnn/fg_cls_accuracy": 0.8423195422535211, "iteration": 33359, "loss_box_reg": 0.30314403120428324, "loss_cls": 0.1496765213087201, "loss_rpn_cls": 0.019320311839692295, "loss_rpn_loc": 0.04852950223721564, "lr": 0.02, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.8395893827546388, "total_loss": 0.5201884011330549}
{"data_time": 0.030151596292853355, "eta_seconds": 16088.352170770057, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.13312442396313365, "fast_rcnn/fg_cls_accuracy": 0.837890625, "iteration": 33379, "loss_box_reg": 0.3080319697037339, "loss_cls": 0.14760889625176787, "loss_rpn_cls": 0.0200203615531791, "loss_rpn_loc": 0.0500023445347324, "lr": 0.02, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.8437888585031033, "total_loss": 0.5330695057637058}
{"data_time": 0.02232842263765633, "eta_seconds": 16070.754745766753, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.15339371703737675, "fast_rcnn/fg_cls_accuracy": 0.832464263238335, "iteration": 33399, "loss_box_reg": 0.3154746424406767, "loss_cls": 0.16144514083862305, "loss_rpn_cls": 0.02342863247031346, "loss_rpn_loc": 0.052363724214956164, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8373473496176302, "total_loss": 0.5529954229714349}
{"data_time": 0.034642547369003296, "eta_seconds": 16054.696290490218, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.11684472934472934, "fast_rcnn/fg_cls_accuracy": 0.870680044593088, "iteration": 33419, "loss_box_reg": 0.3113697860389948, "loss_cls": 0.15256509045138955, "loss_rpn_cls": 0.023510290717240423, "loss_rpn_loc": 0.05088585813064128, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8475934828165919, "total_loss": 0.537005601770943}
{"data_time": 0.0351580751594156, "eta_seconds": 16040.111649642931, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.13113839285714285, "fast_rcnn/fg_cls_accuracy": 0.8599200581395349, "iteration": 33439, "loss_box_reg": 0.3300807410851121, "loss_cls": 0.15287270676344633, "loss_rpn_cls": 0.01999803725630045, "loss_rpn_loc": 0.05200554139446467, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8459005244076252, "total_loss": 0.5680886963382363}
{"data_time": 0.030948046129196882, "eta_seconds": 16023.497538079508, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.14126406926406926, "fast_rcnn/fg_cls_accuracy": 0.813975321888412, "iteration": 33459, "loss_box_reg": 0.31525566056370735, "loss_cls": 0.15766248758882284, "loss_rpn_cls": 0.021236620552372187, "loss_rpn_loc": 0.048950219294056296, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8425787955056876, "total_loss": 0.5429149207193404}
{"data_time": 0.02580693271011114, "eta_seconds": 16014.822730379878, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.1213235294117647, "fast_rcnn/fg_cls_accuracy": 0.85, "iteration": 33479, "loss_box_reg": 0.3065249156206846, "loss_cls": 0.15271045500412583, "loss_rpn_cls": 0.023275618616025895, "loss_rpn_loc": 0.05005168297793716, "lr": 0.02, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.84764319146052, "total_loss": 0.5402898720349185}
{"data_time": 0.03137662704102695, "eta_seconds": 15999.415705246618, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.10572422749883605, "fast_rcnn/fg_cls_accuracy": 0.8755868133408071, "iteration": 33499, "loss_box_reg": 0.3041754267178476, "loss_cls": 0.15249518025666475, "loss_rpn_cls": 0.021143831007066183, "loss_rpn_loc": 0.049019081227015704, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.8450946456287056, "total_loss": 0.5386998704489088}
{"data_time": 0.030264094471931458, "eta_seconds": 15981.792225287296, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.1346658909574468, "fast_rcnn/fg_cls_accuracy": 0.8455148719879518, "iteration": 33519, "loss_box_reg": 0.297088960185647, "loss_cls": 0.14807245158590376, "loss_rpn_cls": 0.025488912127912045, "loss_rpn_loc": 0.049984861398115754, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8427586948964745, "total_loss": 0.5163096093165223}
{"data_time": 0.025796258822083473, "eta_seconds": 15962.417670215713, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.12778687005928854, "fast_rcnn/fg_cls_accuracy": 0.8424923195084486, "iteration": 33539, "loss_box_reg": 0.31891806051135063, "loss_cls": 0.15751164220273495, "loss_rpn_cls": 0.021588364499621093, "loss_rpn_loc": 0.05408116627950221, "lr": 0.02, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.839684707345441, "total_loss": 0.5553602065774612}
{"data_time": 0.018640570575371385, "eta_seconds": 15946.235760934185, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.14793669871794873, "fast_rcnn/fg_cls_accuracy": 0.8442916228991597, "iteration": 33559, "loss_box_reg": 0.3074338957667351, "loss_cls": 0.15259681874886155, "loss_rpn_cls": 0.021643729240167886, "loss_rpn_loc": 0.05410253151785582, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8415041316766292, "total_loss": 0.5382635220885277}
{"data_time": 0.02593380049802363, "eta_seconds": 15927.973935164278, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1537974457762557, "fast_rcnn/fg_cls_accuracy": 0.8295214371980677, "iteration": 33579, "loss_box_reg": 0.3197277067229152, "loss_cls": 0.15445700148120522, "loss_rpn_cls": 0.02155548316659406, "loss_rpn_loc": 0.053225984913297, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8401126521639526, "total_loss": 0.5516485455154907}
{"data_time": 0.022449908079579473, "eta_seconds": 15904.840873508947, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.1358862704918033, "fast_rcnn/fg_cls_accuracy": 0.8339575652992391, "iteration": 33599, "loss_box_reg": 0.3054052973166108, "loss_cls": 0.14712071558460593, "loss_rpn_cls": 0.020444032386876643, "loss_rpn_loc": 0.050838635419495404, "lr": 0.02, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8368034719023854, "total_loss": 0.5225352662673686}
{"data_time": 0.02952532470226288, "eta_seconds": 15887.485614581266, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.11546578791469195, "fast_rcnn/fg_cls_accuracy": 0.868076125592417, "iteration": 33619, "loss_box_reg": 0.2992356549948454, "loss_cls": 0.15059028193354607, "loss_rpn_cls": 0.018784406551276334, "loss_rpn_loc": 0.05031436262652278, "lr": 0.02, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8386110872961581, "total_loss": 0.514474760129815}
{"data_time": 0.02972168056294322, "eta_seconds": 15868.680641066981, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.13443732193732194, "fast_rcnn/fg_cls_accuracy": 0.840297666027737, "iteration": 33639, "loss_box_reg": 0.2968828845769167, "loss_cls": 0.14843729860149324, "loss_rpn_cls": 0.020974196697352454, "loss_rpn_loc": 0.04919101332779974, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.837623443454504, "total_loss": 0.5132597167685162}
{"data_time": 0.028360570780932903, "eta_seconds": 15852.291827051435, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.13445900158120622, "fast_rcnn/fg_cls_accuracy": 0.8540736607142857, "iteration": 33659, "loss_box_reg": 0.3155600521713495, "loss_cls": 0.15488971257582307, "loss_rpn_cls": 0.02172424955642782, "loss_rpn_loc": 0.05384358833543956, "lr": 0.02, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8402414338197559, "total_loss": 0.5461784568906296}
{"data_time": 0.025388432666659355, "eta_seconds": 15832.43486449006, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.1330145474137931, "fast_rcnn/fg_cls_accuracy": 0.8209450910931174, "iteration": 33679, "loss_box_reg": 0.30845435056835413, "loss_cls": 0.1638364230748266, "loss_rpn_cls": 0.02323741902364418, "loss_rpn_loc": 0.05419342836830765, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8401522785425186, "total_loss": 0.5504314640711527}
{"data_time": 0.027059326879680157, "eta_seconds": 15815.118844059063, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.11854636591478696, "fast_rcnn/fg_cls_accuracy": 0.8622528698979592, "iteration": 33699, "loss_box_reg": 0.30600124318152666, "loss_cls": 0.15350666968151927, "loss_rpn_cls": 0.021081804632558487, "loss_rpn_loc": 0.04902500059688464, "lr": 0.02, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.842670182697475, "total_loss": 0.5255764640460256}
{"data_time": 0.025389591697603464, "eta_seconds": 15798.987042604713, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1371624098741293, "fast_rcnn/fg_cls_accuracy": 0.8375510204081633, "iteration": 33719, "loss_box_reg": 0.3102086139842868, "loss_cls": 0.1535858642309904, "loss_rpn_cls": 0.019077399134403095, "loss_rpn_loc": 0.05209931649733335, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8404116823803633, "total_loss": 0.5513687998463865}
{"data_time": 0.03055738052353263, "eta_seconds": 15783.714202908566, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.11413408289981541, "fast_rcnn/fg_cls_accuracy": 0.8495706992574257, "iteration": 33739, "loss_box_reg": 0.3130776397883892, "loss_cls": 0.15458764927461743, "loss_rpn_cls": 0.02231827040668577, "loss_rpn_loc": 0.05309838242828846, "lr": 0.02, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8490470314864069, "total_loss": 0.5545809187169652}
{"data_time": 0.026447294745594263, "eta_seconds": 15765.351740136975, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.15449397935779818, "fast_rcnn/fg_cls_accuracy": 0.818359375, "iteration": 33759, "loss_box_reg": 0.3115417193621397, "loss_cls": 0.15399607690051198, "loss_rpn_cls": 0.019525311654433608, "loss_rpn_loc": 0.05405277234967798, "lr": 0.02, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8453103734645993, "total_loss": 0.5415514602209441}
{"data_time": 0.03215810121037066, "eta_seconds": 15749.011371318018, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.09419277108433735, "fast_rcnn/fg_cls_accuracy": 0.8920580621301775, "iteration": 33779, "loss_box_reg": 0.3148017255589366, "loss_cls": 0.14858099119737744, "loss_rpn_cls": 0.020047742262249812, "loss_rpn_loc": 0.04855236376170069, "lr": 0.02, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.841572355479002, "total_loss": 0.5266450649069156}
{"data_time": 0.027083082823082805, "eta_seconds": 15734.42258526478, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.1661658653846154, "fast_rcnn/fg_cls_accuracy": 0.8068381320224719, "iteration": 33799, "loss_box_reg": 0.30701076285913587, "loss_cls": 0.15507835103198886, "loss_rpn_cls": 0.02185690205078572, "loss_rpn_loc": 0.05060944869183004, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.8420845654327422, "total_loss": 0.5538205243065022}
{"data_time": 0.02835511020384729, "eta_seconds": 15718.437242821092, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.134765625, "fast_rcnn/fg_cls_accuracy": 0.8571068548387097, "iteration": 33819, "loss_box_reg": 0.3190942192450166, "loss_cls": 0.16421101847663522, "loss_rpn_cls": 0.021937611512839794, "loss_rpn_loc": 0.05439518624916673, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8391886679455638, "total_loss": 0.5622138355684001}
{"data_time": 0.01940869027748704, "eta_seconds": 15701.923696817597, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1295995670995671, "fast_rcnn/fg_cls_accuracy": 0.832833904109589, "iteration": 33839, "loss_box_reg": 0.3125037010759115, "loss_cls": 0.14896956644952297, "loss_rpn_cls": 0.021382807521149516, "loss_rpn_loc": 0.05154414405114949, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8393442928791046, "total_loss": 0.5415607052273117}
{"data_time": 0.01839607791043818, "eta_seconds": 15685.095098460792, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.14340383638211382, "fast_rcnn/fg_cls_accuracy": 0.830078125, "iteration": 33859, "loss_box_reg": 0.2993076089769602, "loss_cls": 0.14586882526054978, "loss_rpn_cls": 0.017822255555074662, "loss_rpn_loc": 0.04876393103040755, "lr": 0.02, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8357727294787765, "total_loss": 0.5248559243045747}
{"data_time": 0.02940150094218552, "eta_seconds": 15667.402964705369, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.1484375, "fast_rcnn/fg_cls_accuracy": 0.8088141025641026, "iteration": 33879, "loss_box_reg": 0.3143826946616173, "loss_cls": 0.15447131963446736, "loss_rpn_cls": 0.020704050810309127, "loss_rpn_loc": 0.05423614784376696, "lr": 0.02, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8398575643077493, "total_loss": 0.5541175062535331}
{"data_time": 0.024282824946567416, "eta_seconds": 15651.43790174718, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.10841931130555918, "fast_rcnn/fg_cls_accuracy": 0.8739721695129665, "iteration": 33899, "loss_box_reg": 0.3083987273275852, "loss_cls": 0.16009778017178178, "loss_rpn_cls": 0.023082258237991482, "loss_rpn_loc": 0.050435844459570944, "lr": 0.02, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8431330798193812, "total_loss": 0.537975251179887}
{"data_time": 0.02274377318099141, "eta_seconds": 15633.458427720703, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.17541227790190445, "fast_rcnn/fg_cls_accuracy": 0.796875, "iteration": 33919, "loss_box_reg": 0.29823535960167646, "loss_cls": 0.15253366250544786, "loss_rpn_cls": 0.022315837675705552, "loss_rpn_loc": 0.05003604386001825, "lr": 0.02, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8402127134613693, "total_loss": 0.5248601023486117}
{"data_time": 0.02702777413651347, "eta_seconds": 15616.223155177664, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1567524695363761, "fast_rcnn/fg_cls_accuracy": 0.8246935716961944, "iteration": 33939, "loss_box_reg": 0.32230994012206793, "loss_cls": 0.1508562434464693, "loss_rpn_cls": 0.022737854946171865, "loss_rpn_loc": 0.053130733547732234, "lr": 0.02, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8375057051889598, "total_loss": 0.5435616063477937}
{"data_time": 0.02932245214469731, "eta_seconds": 15600.952106676763, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.140625, "fast_rcnn/fg_cls_accuracy": 0.8194369612068966, "iteration": 33959, "loss_box_reg": 0.31217298936098814, "loss_cls": 0.16333309328183532, "loss_rpn_cls": 0.02176649315515533, "loss_rpn_loc": 0.05134458473185077, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8513277245219797, "total_loss": 0.5498037015495356}
{"data_time": 0.026419113390147686, "eta_seconds": 15586.700012493646, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.11588541666666666, "fast_rcnn/fg_cls_accuracy": 0.8502084930981595, "iteration": 33979, "loss_box_reg": 0.3172828648239374, "loss_cls": 0.1558420122601092, "loss_rpn_cls": 0.021534810541197658, "loss_rpn_loc": 0.051982136676087976, "lr": 0.02, "roi_head/num_bg_samples": 385.75, "roi_head/num_fg_samples": 126.25, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8482466964051127, "total_loss": 0.5455571901402436}
{"data_time": 0.03051765146665275, "eta_seconds": 15572.69244012516, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.12912974191542287, "fast_rcnn/fg_cls_accuracy": 0.8311288692936529, "iteration": 33999, "loss_box_reg": 0.31533168349415064, "loss_cls": 0.1580872922204435, "loss_rpn_cls": 0.026014803006546572, "loss_rpn_loc": 0.05110505293123424, "lr": 0.02, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8487508769612759, "total_loss": 0.5545490489457734}
{"data_time": 0.02993521699681878, "eta_seconds": 15557.741887051612, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.13152629573170732, "fast_rcnn/fg_cls_accuracy": 0.8542564655172413, "iteration": 34019, "loss_box_reg": 0.3198525430634618, "loss_cls": 0.1581440414302051, "loss_rpn_cls": 0.025797500275075436, "loss_rpn_loc": 0.05598566436674446, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.838400264037773, "total_loss": 0.5470921864034608}
{"data_time": 0.03397768409922719, "eta_seconds": 15537.001268587308, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.12670656286985948, "fast_rcnn/fg_cls_accuracy": 0.8461499235084141, "iteration": 34039, "loss_box_reg": 0.3053768896497786, "loss_cls": 0.149787787348032, "loss_rpn_cls": 0.022167413670103997, "loss_rpn_loc": 0.054685974144376814, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8409168035723269, "total_loss": 0.5334992792923003}
{"data_time": 0.022186624817550182, "eta_seconds": 15520.535882598488, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.11439333862014275, "fast_rcnn/fg_cls_accuracy": 0.8319196428571429, "iteration": 34059, "loss_box_reg": 0.323847362305969, "loss_cls": 0.16111380700021982, "loss_rpn_cls": 0.021532143437070772, "loss_rpn_loc": 0.05079942615702748, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8446526289917529, "total_loss": 0.5655414703651331}
{"data_time": 0.02892337436787784, "eta_seconds": 15504.488373285392, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.11079910141206675, "fast_rcnn/fg_cls_accuracy": 0.8608664772727272, "iteration": 34079, "loss_box_reg": 0.30024946201592684, "loss_cls": 0.15672689583152533, "loss_rpn_cls": 0.018458688573446125, "loss_rpn_loc": 0.05245117307640612, "lr": 0.02, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8426266089081764, "total_loss": 0.5340172596334014}
{"data_time": 0.030568773858249187, "eta_seconds": 15490.912070980296, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.15752108134920634, "fast_rcnn/fg_cls_accuracy": 0.8178181108508977, "iteration": 34099, "loss_box_reg": 0.30935992766171694, "loss_cls": 0.15345790144056082, "loss_rpn_cls": 0.022481925145257264, "loss_rpn_loc": 0.05034815362887457, "lr": 0.02, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8422933546826243, "total_loss": 0.5458715658460278}
{"data_time": 0.030377564951777458, "eta_seconds": 15474.407302381005, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.10573140200286124, "fast_rcnn/fg_cls_accuracy": 0.876953125, "iteration": 34119, "loss_box_reg": 0.3017329601570964, "loss_cls": 0.15402687201276422, "loss_rpn_cls": 0.026110645558219403, "loss_rpn_loc": 0.054272232693620026, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8430598345585167, "total_loss": 0.5552043899078853}
{"data_time": 0.019083306891843677, "eta_seconds": 15451.779689433519, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.14751127781438492, "fast_rcnn/fg_cls_accuracy": 0.8280956848030019, "iteration": 34139, "loss_box_reg": 0.3158985609188676, "loss_cls": 0.16703123040497303, "loss_rpn_cls": 0.025618520274292678, "loss_rpn_loc": 0.04962074809009209, "lr": 0.02, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.839397746603936, "total_loss": 0.5542364213033579}
{"data_time": 0.01526607503183186, "eta_seconds": 15435.73688681447, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.14700121257345394, "fast_rcnn/fg_cls_accuracy": 0.8213920754219409, "iteration": 34159, "loss_box_reg": 0.3181002289056778, "loss_cls": 0.1553822006098926, "loss_rpn_cls": 0.021145463950233534, "loss_rpn_loc": 0.050607258337549865, "lr": 0.02, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8375586124602705, "total_loss": 0.5577986360003706}
{"data_time": 0.03023425303399563, "eta_seconds": 15419.175572384382, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.130859375, "fast_rcnn/fg_cls_accuracy": 0.8624479871659898, "iteration": 34179, "loss_box_reg": 0.3204704523086548, "loss_cls": 0.15930611081421375, "loss_rpn_cls": 0.022420471941586584, "loss_rpn_loc": 0.052407796145416796, "lr": 0.02, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8446828762535006, "total_loss": 0.5605589635379147}
{"data_time": 0.030984780052676797, "eta_seconds": 15400.662919028196, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.12808616404308204, "fast_rcnn/fg_cls_accuracy": 0.861764705882353, "iteration": 34199, "loss_box_reg": 0.30233453772962093, "loss_cls": 0.14428528607822955, "loss_rpn_cls": 0.022493282245704904, "loss_rpn_loc": 0.05302728957030922, "lr": 0.02, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8385529322549701, "total_loss": 0.520785189291928}
{"data_time": 0.03079109312966466, "eta_seconds": 15381.058564137202, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.12822139789144865, "fast_rcnn/fg_cls_accuracy": 0.8507250945775536, "iteration": 34219, "loss_box_reg": 0.31615881621837616, "loss_cls": 0.1606549173593521, "loss_rpn_cls": 0.0203440449986374, "loss_rpn_loc": 0.0529448005836457, "lr": 0.02, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8391085281036794, "total_loss": 0.5630739984189859}
{"data_time": 0.0333049139007926, "eta_seconds": 15364.231193026062, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.14662584679520585, "fast_rcnn/fg_cls_accuracy": 0.8436467738383615, "iteration": 34239, "loss_box_reg": 0.3137094108387828, "loss_cls": 0.15338727156631649, "loss_rpn_cls": 0.022210534662008286, "loss_rpn_loc": 0.050078789121471345, "lr": 0.02, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8394336688797921, "total_loss": 0.5430984967679251}
{"data_time": 0.02484237519092858, "eta_seconds": 15347.228583816672, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.11309223790322581, "fast_rcnn/fg_cls_accuracy": 0.861391129032258, "iteration": 34259, "loss_box_reg": 0.30622394755482674, "loss_cls": 0.1547215166501701, "loss_rpn_cls": 0.021037858678027987, "loss_rpn_loc": 0.04960632836446166, "lr": 0.02, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8361845829058439, "total_loss": 0.5372628511686344}
{"data_time": 0.025498032569885254, "eta_seconds": 15330.401404842036, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1304611650485437, "fast_rcnn/fg_cls_accuracy": 0.83203125, "iteration": 34279, "loss_box_reg": 0.33017012756317854, "loss_cls": 0.1586792361922562, "loss_rpn_cls": 0.0211265060788719, "loss_rpn_loc": 0.051187345874495804, "lr": 0.02, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8397671536076814, "total_loss": 0.5728175091790035}
{"data_time": 0.032375610899180174, "eta_seconds": 15313.680868859868, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.12969581117021278, "fast_rcnn/fg_cls_accuracy": 0.8570255604740825, "iteration": 34299, "loss_box_reg": 0.3085450027137995, "loss_cls": 0.15059955464676023, "loss_rpn_cls": 0.019687437699758448, "loss_rpn_loc": 0.05223458993714303, "lr": 0.02, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8465908605139703, "total_loss": 0.5290940171325929}
{"data_time": 0.02244057389907539, "eta_seconds": 15296.747046892764, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.1340533088235294, "fast_rcnn/fg_cls_accuracy": 0.8530776285267303, "iteration": 34319, "loss_box_reg": 0.32981832325458527, "loss_cls": 0.1637451141141355, "loss_rpn_cls": 0.020206640256219544, "loss_rpn_loc": 0.05322435009293258, "lr": 0.02, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.837076258379966, "total_loss": 0.5628030165098608}
{"data_time": 0.027228441555052996, "eta_seconds": 15280.02627654327, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.11847370426829268, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 34339, "loss_box_reg": 0.31662302277982235, "loss_cls": 0.15766447177156806, "loss_rpn_cls": 0.02497416437836364, "loss_rpn_loc": 0.048497220035642385, "lr": 0.02, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8428586369846016, "total_loss": 0.5477009913884103}
{"data_time": 0.02701078588142991, "eta_seconds": 15264.633013067767, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.14829282407407407, "fast_rcnn/fg_cls_accuracy": 0.8248922413793103, "iteration": 34359, "loss_box_reg": 0.31876903865486383, "loss_cls": 0.15546613512560725, "loss_rpn_cls": 0.022156235558213666, "loss_rpn_loc": 0.05301722651347518, "lr": 0.02, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.846217093989253, "total_loss": 0.5533259474032093}
{"data_time": 0.021481702337041497, "eta_seconds": 15246.764104958624, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.15187188213902747, "fast_rcnn/fg_cls_accuracy": 0.8222089450324342, "iteration": 34379, "loss_box_reg": 0.3193678082898259, "loss_cls": 0.16198760038241744, "loss_rpn_cls": 0.022500091668916866, "loss_rpn_loc": 0.05508174188435078, "lr": 0.02, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8411031444557011, "total_loss": 0.5546141551458277}
{"data_time": 0.02165875374339521, "eta_seconds": 15230.975258780643, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.14642830442583732, "fast_rcnn/fg_cls_accuracy": 0.8026510977367127, "iteration": 34399, "loss_box_reg": 0.3044988615438342, "loss_cls": 0.15428091352805495, "loss_rpn_cls": 0.019764276163186878, "loss_rpn_loc": 0.04894006851827726, "lr": 0.02, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.8396558524109423, "total_loss": 0.5366799375915434}
{"data_time": 0.03610546747222543, "eta_seconds": 15212.717091910075, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.142578125, "fast_rcnn/fg_cls_accuracy": 0.818359375, "iteration": 34419, "loss_box_reg": 0.32267615105956793, "loss_cls": 0.15635786252096295, "loss_rpn_cls": 0.019611128518590704, "loss_rpn_loc": 0.05315873969811946, "lr": 0.02, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 197.25, "rpn/num_pos_anchors": 58.75, "time": 0.8396761063486338, "total_loss": 0.5507386980461888}
{"data_time": 0.019521033158525825, "eta_seconds": 15195.889795751777, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.12698997641509435, "fast_rcnn/fg_cls_accuracy": 0.8553002062182742, "iteration": 34439, "loss_box_reg": 0.3069537477567792, "loss_cls": 0.15253173792734742, "loss_rpn_cls": 0.021370692789787427, "loss_rpn_loc": 0.05136584665160626, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.845469901105389, "total_loss": 0.5392988447565585}
{"data_time": 0.02657045889645815, "eta_seconds": 15179.008145153988, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.16796875, "fast_rcnn/fg_cls_accuracy": 0.8203125, "iteration": 34459, "loss_box_reg": 0.32574902288615704, "loss_cls": 0.1488970834761858, "loss_rpn_cls": 0.01968448981642723, "loss_rpn_loc": 0.053116474533453584, "lr": 0.02, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8413622849620879, "total_loss": 0.5440292151179165}
{"data_time": 0.02213457878679037, "eta_seconds": 15159.416357710725, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.12414746543778801, "fast_rcnn/fg_cls_accuracy": 0.8464087701612903, "iteration": 34479, "loss_box_reg": 0.30682278610765934, "loss_cls": 0.14815035089850426, "loss_rpn_cls": 0.024391859478782862, "loss_rpn_loc": 0.05169408139772713, "lr": 0.02, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8402412456925958, "total_loss": 0.5379738613846712}
{"data_time": 0.029817588161677122, "eta_seconds": 15141.17124012718, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.107421875, "fast_rcnn/fg_cls_accuracy": 0.8623765557359307, "iteration": 34499, "loss_box_reg": 0.30982130393385887, "loss_cls": 0.1554906121455133, "loss_rpn_cls": 0.02171463504782878, "loss_rpn_loc": 0.051390912500210106, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.841017673490569, "total_loss": 0.5360318975290284}
{"data_time": 0.029526297003030777, "eta_seconds": 15123.285566110164, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.14453125, "fast_rcnn/fg_cls_accuracy": 0.8445012019230769, "iteration": 34519, "loss_box_reg": 0.30464098136872053, "loss_cls": 0.14580083126202226, "loss_rpn_cls": 0.019940770347602665, "loss_rpn_loc": 0.047592169139534235, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8393837758339942, "total_loss": 0.5299055436917115}
{"data_time": 0.02816916862502694, "eta_seconds": 15106.201358220773, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.1526501225490196, "fast_rcnn/fg_cls_accuracy": 0.836231884057971, "iteration": 34539, "loss_box_reg": 0.305675164796412, "loss_cls": 0.14856511121615767, "loss_rpn_cls": 0.0206063294026535, "loss_rpn_loc": 0.050549211096949875, "lr": 0.02, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8398660391103476, "total_loss": 0.5243230948690325}
{"data_time": 0.017045333050191402, "eta_seconds": 15088.608186436584, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.12109375, "fast_rcnn/fg_cls_accuracy": 0.8700691598360656, "iteration": 34559, "loss_box_reg": 0.3121442599222064, "loss_cls": 0.15542520256713033, "loss_rpn_cls": 0.023193279339466244, "loss_rpn_loc": 0.052042456110939384, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.8381348820403218, "total_loss": 0.5424233090598136}
{"data_time": 0.02768787369132042, "eta_seconds": 15072.271203013137, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.837890625, "iteration": 34579, "loss_box_reg": 0.32333474792540073, "loss_cls": 0.1587151545099914, "loss_rpn_cls": 0.022471354765002616, "loss_rpn_loc": 0.05421494285110384, "lr": 0.02, "roi_head/num_bg_samples": 386.75, "roi_head/num_fg_samples": 125.25, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.8428898437414318, "total_loss": 0.5545281219528988}
{"data_time": 0.02269736654125154, "eta_seconds": 15055.99993987754, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.15873579545454547, "fast_rcnn/fg_cls_accuracy": 0.8046829762594094, "iteration": 34599, "loss_box_reg": 0.29743696097284555, "loss_cls": 0.1463261116296053, "loss_rpn_cls": 0.02006811267347075, "loss_rpn_loc": 0.04916269541718066, "lr": 0.02, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8415563304442912, "total_loss": 0.5195621954626404}
{"data_time": 0.023312998237088323, "eta_seconds": 15040.803755821194, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.12935697115384615, "fast_rcnn/fg_cls_accuracy": 0.84375, "iteration": 34619, "loss_box_reg": 0.3172725969925523, "loss_cls": 0.15563001111149788, "loss_rpn_cls": 0.02105720533290878, "loss_rpn_loc": 0.05254085874184966, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8470111940987408, "total_loss": 0.5491922929941211}
{"data_time": 0.025391955394297838, "eta_seconds": 15025.49574213638, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.15370541423902231, "fast_rcnn/fg_cls_accuracy": 0.8213391739674594, "iteration": 34639, "loss_box_reg": 0.3133559003472328, "loss_cls": 0.15823447238653898, "loss_rpn_cls": 0.018059654510580003, "loss_rpn_loc": 0.0513744376366958, "lr": 0.02, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.842972586164251, "total_loss": 0.5373819896194618}
{"data_time": 0.02111389092169702, "eta_seconds": 15008.670821088133, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.13072160269709543, "fast_rcnn/fg_cls_accuracy": 0.8520889945652175, "iteration": 34659, "loss_box_reg": 0.31400379724800587, "loss_cls": 0.14497147453948855, "loss_rpn_cls": 0.02163442032178864, "loss_rpn_loc": 0.05403607746120542, "lr": 0.02, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8413690829183906, "total_loss": 0.5374346945609432}
{"data_time": 0.02992147277109325, "eta_seconds": 14993.918815541081, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.15028051450465246, "fast_rcnn/fg_cls_accuracy": 0.8184689706428836, "iteration": 34679, "loss_box_reg": 0.3177371574565768, "loss_cls": 0.1546299671754241, "loss_rpn_cls": 0.022140886285342276, "loss_rpn_loc": 0.0485270326025784, "lr": 0.02, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8410875292029232, "total_loss": 0.5283039752393961}
{"data_time": 0.023227882338687778, "eta_seconds": 14975.122016496258, "fast_rcnn/cls_accuracy": 0.93115234375, "fast_rcnn/false_negative": 0.1665492957746479, "fast_rcnn/fg_cls_accuracy": 0.808052743544601, "iteration": 34699, "loss_box_reg": 0.3027526065707207, "loss_cls": 0.15219299588352442, "loss_rpn_cls": 0.022533273440785706, "loss_rpn_loc": 0.05207221687305719, "lr": 0.02, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8381855101324618, "total_loss": 0.5402223554847296}
{"data_time": 0.027093871496617794, "eta_seconds": 14957.896469616797, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.11316236413043479, "fast_rcnn/fg_cls_accuracy": 0.8747755102040816, "iteration": 34719, "loss_box_reg": 0.3040499575436115, "loss_cls": 0.15346137387678027, "loss_rpn_cls": 0.023218973306939006, "loss_rpn_loc": 0.05297754635103047, "lr": 0.02, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8348731221631169, "total_loss": 0.538682397454977}
{"data_time": 0.027905971743166447, "eta_seconds": 14938.250093970448, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.12829291096078754, "fast_rcnn/fg_cls_accuracy": 0.819030497314157, "iteration": 34739, "loss_box_reg": 0.3165940511971712, "loss_cls": 0.15020265989005566, "loss_rpn_cls": 0.021194690838456154, "loss_rpn_loc": 0.04722629289608449, "lr": 0.02, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8403709505219012, "total_loss": 0.5409529301396105}
{"data_time": 0.02786431461572647, "eta_seconds": 14920.640064010397, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.1099777596441543, "fast_rcnn/fg_cls_accuracy": 0.8661780196629214, "iteration": 34759, "loss_box_reg": 0.30696192756295204, "loss_cls": 0.15229504078160971, "loss_rpn_cls": 0.022265271793003194, "loss_rpn_loc": 0.05358855990925804, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8401967980898917, "total_loss": 0.5443180178117473}
{"data_time": 0.0317807795945555, "eta_seconds": 14903.81954649277, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.15866741953698477, "fast_rcnn/fg_cls_accuracy": 0.8391680782985131, "iteration": 34779, "loss_box_reg": 0.2908349707722664, "loss_cls": 0.1534136631526053, "loss_rpn_cls": 0.021729902451625094, "loss_rpn_loc": 0.053189913276582956, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8418370289728045, "total_loss": 0.5286728321807459}
{"data_time": 0.032204047311097383, "eta_seconds": 14885.32064817613, "fast_rcnn/cls_accuracy": 0.9306640625, "fast_rcnn/false_negative": 0.15102217440119758, "fast_rcnn/fg_cls_accuracy": 0.828515625, "iteration": 34799, "loss_box_reg": 0.3253603130578995, "loss_cls": 0.16325693018734455, "loss_rpn_cls": 0.023476454633055255, "loss_rpn_loc": 0.054383233189582825, "lr": 0.02, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.838765921536833, "total_loss": 0.5935556599288248}
{"data_time": 0.02575410599820316, "eta_seconds": 14867.540329736657, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.13585069444444445, "fast_rcnn/fg_cls_accuracy": 0.8412933481426632, "iteration": 34819, "loss_box_reg": 0.30607122322544456, "loss_cls": 0.16104663955047727, "loss_rpn_cls": 0.02025794450310059, "loss_rpn_loc": 0.048840466886758804, "lr": 0.02, "roi_head/num_bg_samples": 417.0, "roi_head/num_fg_samples": 95.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8368579160887748, "total_loss": 0.5437326541286893}
{"data_time": 0.024545877473428845, "eta_seconds": 14850.722796418704, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.15912950839920947, "fast_rcnn/fg_cls_accuracy": 0.8254158266129032, "iteration": 34839, "loss_box_reg": 0.31252182740718126, "loss_cls": 0.14399572042748332, "loss_rpn_cls": 0.019934680894948542, "loss_rpn_loc": 0.05333208618685603, "lr": 0.02, "roi_head/num_bg_samples": 384.75, "roi_head/num_fg_samples": 127.25, "rpn/num_neg_anchors": 197.5, "rpn/num_pos_anchors": 58.5, "time": 0.8418505191802979, "total_loss": 0.5385275971784722}
{"data_time": 0.02983253705315292, "eta_seconds": 14834.578189201187, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.1199468085106383, "fast_rcnn/fg_cls_accuracy": 0.8682228915662651, "iteration": 34859, "loss_box_reg": 0.298301356844604, "loss_cls": 0.15221273992210627, "loss_rpn_cls": 0.024948969308752567, "loss_rpn_loc": 0.049116698501165956, "lr": 0.02, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.8396387393586338, "total_loss": 0.5350102517404594}
{"data_time": 0.027100638020783663, "eta_seconds": 14820.802363331895, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.130859375, "fast_rcnn/fg_cls_accuracy": 0.8468678325688073, "iteration": 34879, "loss_box_reg": 0.31705802492797375, "loss_cls": 0.16491316119208932, "loss_rpn_cls": 0.028350896027404815, "loss_rpn_loc": 0.052546134567819536, "lr": 0.02, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8476600551512092, "total_loss": 0.5639181788283167}
{"data_time": 0.02408884046599269, "eta_seconds": 14805.761401945492, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1166047997237569, "fast_rcnn/fg_cls_accuracy": 0.86615158839779, "iteration": 34899, "loss_box_reg": 0.3165079168975353, "loss_cls": 0.15854592062532902, "loss_rpn_cls": 0.017440981842810288, "loss_rpn_loc": 0.04809691553236917, "lr": 0.02, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8457837186288089, "total_loss": 0.5377309276664164}
{"data_time": 0.03265011892654002, "eta_seconds": 14789.660178784048, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.10342561923963134, "fast_rcnn/fg_cls_accuracy": 0.8739009536491276, "iteration": 34919, "loss_box_reg": 0.3024157751351595, "loss_cls": 0.14083840744569898, "loss_rpn_cls": 0.01889463042607531, "loss_rpn_loc": 0.04539094993378967, "lr": 0.02, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8398011976387352, "total_loss": 0.5113889530621236}
{"data_time": 0.02897091070190072, "eta_seconds": 14772.11385600618, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.11970486111111112, "fast_rcnn/fg_cls_accuracy": 0.8177332535885167, "iteration": 34939, "loss_box_reg": 0.3026164807379246, "loss_cls": 0.1502997875213623, "loss_rpn_cls": 0.018113733880454674, "loss_rpn_loc": 0.050003323471173644, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8384072643239051, "total_loss": 0.5215244630235247}
{"data_time": 0.04065279453061521, "eta_seconds": 14752.434888834134, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.12615525265957447, "fast_rcnn/fg_cls_accuracy": 0.8559175531914893, "iteration": 34959, "loss_box_reg": 0.3209834564477205, "loss_cls": 0.1466022594831884, "loss_rpn_cls": 0.021512142498977482, "loss_rpn_loc": 0.051581319770775735, "lr": 0.02, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 197.25, "rpn/num_pos_anchors": 58.75, "time": 0.8352383002638817, "total_loss": 0.5371856971178204}
{"data_time": 0.028414214961230755, "eta_seconds": 14733.11605350417, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.1290761158201092, "fast_rcnn/fg_cls_accuracy": 0.8601510761589404, "iteration": 34979, "loss_box_reg": 0.3147334046661854, "loss_cls": 0.15283548831939697, "loss_rpn_cls": 0.02241137158125639, "loss_rpn_loc": 0.05159074498806149, "lr": 0.02, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8380947904661298, "total_loss": 0.5525272044469602}
{"data_time": 0.029956541256979108, "eta_seconds": 14713.85371784214, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.17458999728923827, "fast_rcnn/fg_cls_accuracy": 0.7970743711265038, "iteration": 34999, "loss_box_reg": 0.3149145254865289, "loss_cls": 0.15866598021239042, "loss_rpn_cls": 0.021642621664796025, "loss_rpn_loc": 0.05579343484714627, "lr": 0.02, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8399377316236496, "total_loss": 0.5592006102961022}
{"data_time": 0.03278695000335574, "eta_seconds": 14697.038845871575, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.13110920462722092, "fast_rcnn/fg_cls_accuracy": 0.8649134661493527, "iteration": 35019, "loss_box_reg": 0.3046692479401827, "loss_cls": 0.15261613787151873, "loss_rpn_cls": 0.02161814391729422, "loss_rpn_loc": 0.05270018265582621, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8401123208459467, "total_loss": 0.5297089682426304}
{"data_time": 0.029011883540078998, "eta_seconds": 14680.034641555743, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.1159629044988161, "fast_rcnn/fg_cls_accuracy": 0.8728202693370166, "iteration": 35039, "loss_box_reg": 0.2972287004813552, "loss_cls": 0.14984498359262943, "loss_rpn_cls": 0.019646113039925694, "loss_rpn_loc": 0.04916782083455473, "lr": 0.02, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8418270810507238, "total_loss": 0.5118490728200413}
{"data_time": 0.02763234102167189, "eta_seconds": 14663.219986448297, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.1414768806073154, "fast_rcnn/fg_cls_accuracy": 0.8388248660931668, "iteration": 35059, "loss_box_reg": 0.2937138257548213, "loss_cls": 0.1517209243029356, "loss_rpn_cls": 0.023162262950791046, "loss_rpn_loc": 0.05028278427198529, "lr": 0.02, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.842300173593685, "total_loss": 0.5222094736236613}
{"data_time": 0.022809517569839954, "eta_seconds": 14645.433422777569, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.1453418354743083, "fast_rcnn/fg_cls_accuracy": 0.845703125, "iteration": 35079, "loss_box_reg": 0.3190957475453615, "loss_cls": 0.15170657029375434, "loss_rpn_cls": 0.018091735342750326, "loss_rpn_loc": 0.04890674672788009, "lr": 0.02, "roi_head/num_bg_samples": 385.0, "roi_head/num_fg_samples": 127.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8432066605892032, "total_loss": 0.5319933885330101}
{"data_time": 0.02939953003078699, "eta_seconds": 14626.570098926546, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.16054515418502202, "fast_rcnn/fg_cls_accuracy": 0.823013003268201, "iteration": 35099, "loss_box_reg": 0.3194310935214162, "loss_cls": 0.15950180869549513, "loss_rpn_cls": 0.021234791114693508, "loss_rpn_loc": 0.05095510254614055, "lr": 0.02, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8368829854298383, "total_loss": 0.5488487234979402}
{"data_time": 0.02507132152095437, "eta_seconds": 14609.714015975129, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.13804982351344014, "fast_rcnn/fg_cls_accuracy": 0.8433452984234234, "iteration": 35119, "loss_box_reg": 0.316936488263309, "loss_cls": 0.16424453165382147, "loss_rpn_cls": 0.023419202596414834, "loss_rpn_loc": 0.05582587607204914, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8453139397315681, "total_loss": 0.5582999285543337}
{"data_time": 0.028608814347535372, "eta_seconds": 14596.14961404819, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.13694581280788176, "fast_rcnn/fg_cls_accuracy": 0.8431712962962963, "iteration": 35139, "loss_box_reg": 0.31384665332734585, "loss_cls": 0.16146091371774673, "loss_rpn_cls": 0.021904051449382678, "loss_rpn_loc": 0.04998248827178031, "lr": 0.02, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8450361860450357, "total_loss": 0.5421707620698726}
{"data_time": 0.03170220972970128, "eta_seconds": 14579.525494530099, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1448792799367512, "fast_rcnn/fg_cls_accuracy": 0.8191035747929991, "iteration": 35159, "loss_box_reg": 0.3308835243806243, "loss_cls": 0.16552379727363586, "loss_rpn_cls": 0.02174248461960815, "loss_rpn_loc": 0.05092004401376471, "lr": 0.02, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8397117992863059, "total_loss": 0.5718391825794242}
{"data_time": 0.02138715796172619, "eta_seconds": 14562.71040255786, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.15219907407407407, "fast_rcnn/fg_cls_accuracy": 0.8272305782710281, "iteration": 35179, "loss_box_reg": 0.3017178289592266, "loss_cls": 0.14655808033421636, "loss_rpn_cls": 0.024259476049337536, "loss_rpn_loc": 0.05045333341695368, "lr": 0.02, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8415352194570005, "total_loss": 0.5341702198493294}
{"data_time": 0.025526745477691293, "eta_seconds": 14547.40415457054, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.1381265664160401, "fast_rcnn/fg_cls_accuracy": 0.8567482241515391, "iteration": 35199, "loss_box_reg": 0.3182642087340355, "loss_cls": 0.15559760201722383, "loss_rpn_cls": 0.021743469245848246, "loss_rpn_loc": 0.049570682691410184, "lr": 0.02, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.848017797106877, "total_loss": 0.5531028061232064}
{"data_time": 0.02858527237549424, "eta_seconds": 14531.19532450731, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.12953855055692173, "fast_rcnn/fg_cls_accuracy": 0.8520167346063077, "iteration": 35219, "loss_box_reg": 0.3219058644026518, "loss_cls": 0.15716339647769928, "loss_rpn_cls": 0.019736028742045164, "loss_rpn_loc": 0.05274957953952253, "lr": 0.02, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8393566436134279, "total_loss": 0.5496335765346885}
{"data_time": 0.025330827105790377, "eta_seconds": 14515.100501579465, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.12122168395196506, "fast_rcnn/fg_cls_accuracy": 0.857148639896373, "iteration": 35239, "loss_box_reg": 0.308409970253706, "loss_cls": 0.14881356433033943, "loss_rpn_cls": 0.018659301451407373, "loss_rpn_loc": 0.04892162687610835, "lr": 0.02, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8425851943902671, "total_loss": 0.5282536885642912}
{"data_time": 0.016792080830782652, "eta_seconds": 14500.611696193228, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.10996388190954774, "fast_rcnn/fg_cls_accuracy": 0.8688265546482412, "iteration": 35259, "loss_box_reg": 0.31249795481562614, "loss_cls": 0.15151251014322042, "loss_rpn_cls": 0.018459781422279775, "loss_rpn_loc": 0.05151375802233815, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8445458118803799, "total_loss": 0.5447162826894782}
{"data_time": 0.02420365670695901, "eta_seconds": 14484.660237573786, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.1427779796511628, "fast_rcnn/fg_cls_accuracy": 0.8315708812260536, "iteration": 35279, "loss_box_reg": 0.3168193753808737, "loss_cls": 0.16091561457142234, "loss_rpn_cls": 0.021574976213742048, "loss_rpn_loc": 0.049810078693553805, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8412406949792057, "total_loss": 0.562324105121661}
{"data_time": 0.020223649451509118, "eta_seconds": 14464.645369773963, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.13483593501115004, "fast_rcnn/fg_cls_accuracy": 0.8426339285714286, "iteration": 35299, "loss_box_reg": 0.31241867411881685, "loss_cls": 0.15633912198245525, "loss_rpn_cls": 0.021645594970323145, "loss_rpn_loc": 0.05106804543174803, "lr": 0.02, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8356280627194792, "total_loss": 0.5392032036324963}
{"data_time": 0.026855683885514736, "eta_seconds": 14448.10611487669, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.1189385775862069, "fast_rcnn/fg_cls_accuracy": 0.8456295904188447, "iteration": 35319, "loss_box_reg": 0.3196326922625303, "loss_cls": 0.15437858551740646, "loss_rpn_cls": 0.02064777913619764, "loss_rpn_loc": 0.050887745805084705, "lr": 0.02, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8400554680265486, "total_loss": 0.5479341413156362}
{"data_time": 0.03467625589109957, "eta_seconds": 14431.852483371273, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.12002212389380532, "fast_rcnn/fg_cls_accuracy": 0.8566755589430894, "iteration": 35339, "loss_box_reg": 0.3072583288885653, "loss_cls": 0.1516587119549513, "loss_rpn_cls": 0.01829084374185186, "loss_rpn_loc": 0.049970774445682764, "lr": 0.02, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8464912839699537, "total_loss": 0.5294809157494456}
{"data_time": 0.027033180464059114, "eta_seconds": 14414.190237968462, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.15214431586113003, "fast_rcnn/fg_cls_accuracy": 0.8253786369071343, "iteration": 35359, "loss_box_reg": 0.31141742039471865, "loss_cls": 0.1606747293844819, "loss_rpn_cls": 0.017741561197908595, "loss_rpn_loc": 0.04920712276361883, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8427245931234211, "total_loss": 0.5418832760769874}
{"data_time": 0.028954238398000598, "eta_seconds": 14398.213761890307, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.146484375, "fast_rcnn/fg_cls_accuracy": 0.8242108768424559, "iteration": 35379, "loss_box_reg": 0.30882577411830425, "loss_cls": 0.14631724543869495, "loss_rpn_cls": 0.018950677243992686, "loss_rpn_loc": 0.05012171471025795, "lr": 0.02, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.842391676036641, "total_loss": 0.5231945236882893}
{"data_time": 0.02373148617334664, "eta_seconds": 14379.235792573309, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.1449490662139219, "fast_rcnn/fg_cls_accuracy": 0.8532006048387097, "iteration": 35399, "loss_box_reg": 0.3147096373140812, "loss_cls": 0.1633192147128284, "loss_rpn_cls": 0.023165370599599555, "loss_rpn_loc": 0.05431786389090121, "lr": 0.02, "roi_head/num_bg_samples": 390.0, "roi_head/num_fg_samples": 122.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8373029446229339, "total_loss": 0.549886535940459}
{"data_time": 0.022266916232183576, "eta_seconds": 14362.418956373585, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.1294248764124294, "fast_rcnn/fg_cls_accuracy": 0.8704023982474345, "iteration": 35419, "loss_box_reg": 0.3003374245017767, "loss_cls": 0.1530862902291119, "loss_rpn_cls": 0.019329887785715982, "loss_rpn_loc": 0.05278434546198696, "lr": 0.02, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8388782890979201, "total_loss": 0.5299245214555413}
{"data_time": 0.024888937827199697, "eta_seconds": 14345.602120173862, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.1457257601835915, "fast_rcnn/fg_cls_accuracy": 0.8182539682539682, "iteration": 35439, "loss_box_reg": 0.3007388925179839, "loss_cls": 0.15550275659188628, "loss_rpn_cls": 0.022418164764530957, "loss_rpn_loc": 0.04960413242224604, "lr": 0.02, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8416993576101959, "total_loss": 0.5242986202356406}
{"data_time": 0.02485550008714199, "eta_seconds": 14326.24673888716, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.13137254901960785, "fast_rcnn/fg_cls_accuracy": 0.8581141218354431, "iteration": 35459, "loss_box_reg": 0.3239767327904701, "loss_cls": 0.14918760722503066, "loss_rpn_cls": 0.01783519897435326, "loss_rpn_loc": 0.04870346770621836, "lr": 0.02, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8349545178934932, "total_loss": 0.5459269052371383}
{"data_time": 0.02351634413935244, "eta_seconds": 14305.60365098156, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.11003868325242719, "fast_rcnn/fg_cls_accuracy": 0.87097219156919, "iteration": 35479, "loss_box_reg": 0.3122295532375574, "loss_cls": 0.1516310798469931, "loss_rpn_cls": 0.020389854325912893, "loss_rpn_loc": 0.050365547882393, "lr": 0.02, "roi_head/num_bg_samples": 412.25, "roi_head/num_fg_samples": 99.75, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.8369330905843526, "total_loss": 0.5365053801215254}
{"data_time": 0.029358600033447146, "eta_seconds": 14290.748247795738, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.126953125, "fast_rcnn/fg_cls_accuracy": 0.8487042682926829, "iteration": 35499, "loss_box_reg": 0.32173929177224636, "loss_cls": 0.15738481562584639, "loss_rpn_cls": 0.019396809075260535, "loss_rpn_loc": 0.05078637192491442, "lr": 0.02, "roi_head/num_bg_samples": 385.0, "roi_head/num_fg_samples": 127.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8432443393394351, "total_loss": 0.5609796605422162}
{"data_time": 0.028096099151298404, "eta_seconds": 14277.707608301891, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.154296875, "fast_rcnn/fg_cls_accuracy": 0.830010775862069, "iteration": 35519, "loss_box_reg": 0.31633826438337564, "loss_cls": 0.15802113572135568, "loss_rpn_cls": 0.020942896138876677, "loss_rpn_loc": 0.052457117941230536, "lr": 0.02, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.847685064887628, "total_loss": 0.5557434170914348}
{"data_time": 0.029072519624605775, "eta_seconds": 14262.114686590387, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.12859421227810652, "fast_rcnn/fg_cls_accuracy": 0.8556819732532751, "iteration": 35539, "loss_box_reg": 0.2941635139286518, "loss_cls": 0.14625343307852745, "loss_rpn_cls": 0.018358718196395785, "loss_rpn_loc": 0.05031665158458054, "lr": 0.02, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 202.0, "rpn/num_pos_anchors": 54.0, "time": 0.8449220564216375, "total_loss": 0.5078711161622778}
{"data_time": 0.027546992991119623, "eta_seconds": 14250.121842205524, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.11963302752293578, "fast_rcnn/fg_cls_accuracy": 0.8560586077072492, "iteration": 35559, "loss_box_reg": 0.31994584016501904, "loss_cls": 0.15105341048911214, "loss_rpn_cls": 0.023478440649341792, "loss_rpn_loc": 0.04957550985272974, "lr": 0.02, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8427842876408249, "total_loss": 0.5354916436772328}
{"data_time": 0.0390588934533298, "eta_seconds": 14231.371772496495, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.15223293439716312, "fast_rcnn/fg_cls_accuracy": 0.8428897704050968, "iteration": 35579, "loss_box_reg": 0.303048562258482, "loss_cls": 0.14684529323130846, "loss_rpn_cls": 0.019920644292142242, "loss_rpn_loc": 0.051977367023937404, "lr": 0.02, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8442670172080398, "total_loss": 0.5220077929843683}
{"data_time": 0.027412933530285954, "eta_seconds": 14212.263361525489, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.12388075999126447, "fast_rcnn/fg_cls_accuracy": 0.8501079512869818, "iteration": 35599, "loss_box_reg": 0.3115485552698374, "loss_cls": 0.14683167869225144, "loss_rpn_cls": 0.02168514730874449, "loss_rpn_loc": 0.05047563498374075, "lr": 0.02, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8383550499565899, "total_loss": 0.526956291985698}
{"data_time": 0.01766299339942634, "eta_seconds": 14193.952814413235, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.11803849303849304, "fast_rcnn/fg_cls_accuracy": 0.8595525568181819, "iteration": 35619, "loss_box_reg": 0.3212595684453845, "loss_cls": 0.15844236826524138, "loss_rpn_cls": 0.022721385263139382, "loss_rpn_loc": 0.051579236285761, "lr": 0.02, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8401709177996963, "total_loss": 0.5579423875897191}
{"data_time": 0.03376900404691696, "eta_seconds": 14178.026987241348, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.14079354378172587, "fast_rcnn/fg_cls_accuracy": 0.8423111376530308, "iteration": 35639, "loss_box_reg": 0.29176375549286604, "loss_cls": 0.14586122194305062, "loss_rpn_cls": 0.020515639262157492, "loss_rpn_loc": 0.046047080075368285, "lr": 0.02, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8457158093806356, "total_loss": 0.49638278286147397}
{"data_time": 0.019597849110141397, "eta_seconds": 14160.31984761171, "fast_rcnn/cls_accuracy": 0.93359375, "fast_rcnn/false_negative": 0.1328125, "fast_rcnn/fg_cls_accuracy": 0.84375, "iteration": 35659, "loss_box_reg": 0.3167606913484633, "loss_cls": 0.16260942118242383, "loss_rpn_cls": 0.02124574687331915, "loss_rpn_loc": 0.0523884566500783, "lr": 0.02, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.840558425989002, "total_loss": 0.5655283534142654}
{"data_time": 0.023732422618195415, "eta_seconds": 14143.1788280576, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.130859375, "fast_rcnn/fg_cls_accuracy": 0.826171875, "iteration": 35679, "loss_box_reg": 0.3036757940426469, "loss_cls": 0.1518036904744804, "loss_rpn_cls": 0.019515708583639935, "loss_rpn_loc": 0.04715625860262662, "lr": 0.02, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8372304637450725, "total_loss": 0.514152151910821}
{"data_time": 0.025708947330713272, "eta_seconds": 14125.515589883085, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.16418439716312055, "fast_rcnn/fg_cls_accuracy": 0.8268229166666667, "iteration": 35699, "loss_box_reg": 0.3123665601015091, "loss_cls": 0.1551563823595643, "loss_rpn_cls": 0.024820541904773563, "loss_rpn_loc": 0.052590933395549655, "lr": 0.02, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8375270029064268, "total_loss": 0.5568216378742363}
{"data_time": 0.027169602224603295, "eta_seconds": 14109.546632996527, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.13416666666666666, "fast_rcnn/fg_cls_accuracy": 0.8351756427304964, "iteration": 35719, "loss_box_reg": 0.3076493199914694, "loss_cls": 0.15032080188393593, "loss_rpn_cls": 0.020478191960137337, "loss_rpn_loc": 0.04994447261560708, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8403483428992331, "total_loss": 0.5299426799756475}
{"data_time": 0.02578638377599418, "eta_seconds": 14092.207069254946, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.1533000518672199, "fast_rcnn/fg_cls_accuracy": 0.8336791147994468, "iteration": 35739, "loss_box_reg": 0.3200146360322833, "loss_cls": 0.15985688217915595, "loss_rpn_cls": 0.01905450812773779, "loss_rpn_loc": 0.04897564055863768, "lr": 0.02, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8396804630756378, "total_loss": 0.5416836501099169}
{"data_time": 0.01899083866737783, "eta_seconds": 14075.914437935455, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.14630762160633484, "fast_rcnn/fg_cls_accuracy": 0.8095151515151515, "iteration": 35759, "loss_box_reg": 0.30475804302841425, "loss_cls": 0.14832164347171783, "loss_rpn_cls": 0.018530914065195248, "loss_rpn_loc": 0.045621846220456064, "lr": 0.02, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8399020039942116, "total_loss": 0.5147973934654146}
{"data_time": 0.026697347639128566, "eta_seconds": 14058.163966146065, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.10546875, "fast_rcnn/fg_cls_accuracy": 0.8558201058201058, "iteration": 35779, "loss_box_reg": 0.3063690531998873, "loss_cls": 0.14683670038357377, "loss_rpn_cls": 0.01941060452372767, "loss_rpn_loc": 0.04950228543020785, "lr": 0.02, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8386087003163993, "total_loss": 0.533084265247453}
{"data_time": 0.03044793615117669, "eta_seconds": 14041.76065053558, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.130859375, "fast_rcnn/fg_cls_accuracy": 0.841969717920354, "iteration": 35799, "loss_box_reg": 0.325626608915627, "loss_cls": 0.15675764624029398, "loss_rpn_cls": 0.02001268080493901, "loss_rpn_loc": 0.04802036681212485, "lr": 0.02, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8407155964523554, "total_loss": 0.5507853844610509}
{"data_time": 0.02015461795963347, "eta_seconds": 14026.13927445421, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.14697209436133488, "fast_rcnn/fg_cls_accuracy": 0.8394886363636364, "iteration": 35819, "loss_box_reg": 0.3172745415940881, "loss_cls": 0.15470014233142138, "loss_rpn_cls": 0.020373937266413122, "loss_rpn_loc": 0.05111248174216598, "lr": 0.02, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8404433832038194, "total_loss": 0.5463641815294977}
{"data_time": 0.024775719735771418, "eta_seconds": 14007.809966254514, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.8380353009259259, "iteration": 35839, "loss_box_reg": 0.29962743166834116, "loss_cls": 0.14798012655228376, "loss_rpn_cls": 0.02435822453116998, "loss_rpn_loc": 0.05449159478303045, "lr": 0.02, "roi_head/num_bg_samples": 385.75, "roi_head/num_fg_samples": 126.25, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.8382278592325747, "total_loss": 0.5350860000471584}
{"data_time": 0.02697293204255402, "eta_seconds": 13992.505465271417, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.14007408609128272, "fast_rcnn/fg_cls_accuracy": 0.830490980691057, "iteration": 35859, "loss_box_reg": 0.31800881773233414, "loss_cls": 0.15812412882223725, "loss_rpn_cls": 0.022740424086805433, "loss_rpn_loc": 0.05365924583747983, "lr": 0.02, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8459000820294023, "total_loss": 0.5498982305871323}
{"data_time": 0.031683592358604074, "eta_seconds": 13972.827904199017, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.13889879408713693, "fast_rcnn/fg_cls_accuracy": 0.8361085533046859, "iteration": 35879, "loss_box_reg": 0.3175230519846082, "loss_cls": 0.15707217250019312, "loss_rpn_cls": 0.019441310432739556, "loss_rpn_loc": 0.050971053657121956, "lr": 0.02, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.8405086710117757, "total_loss": 0.5492883853730746}
{"data_time": 0.02654139674268663, "eta_seconds": 13951.304994089296, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.13320423970648185, "fast_rcnn/fg_cls_accuracy": 0.8634588068181819, "iteration": 35899, "loss_box_reg": 0.2992243682965636, "loss_cls": 0.13928174413740635, "loss_rpn_cls": 0.01699554844526574, "loss_rpn_loc": 0.047732799663208425, "lr": 0.02, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8363993349485099, "total_loss": 0.5044214670197107}
{"data_time": 0.03162376512773335, "eta_seconds": 13934.497205408989, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.15353513902048552, "fast_rcnn/fg_cls_accuracy": 0.8370119538166537, "iteration": 35919, "loss_box_reg": 0.30547003354877234, "loss_cls": 0.1445447253063321, "loss_rpn_cls": 0.01796647420269437, "loss_rpn_loc": 0.04816974769346416, "lr": 0.02, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8409180997405201, "total_loss": 0.5210853812168352}
{"data_time": 0.026124953059479594, "eta_seconds": 13918.603228434222, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1426402983780033, "fast_rcnn/fg_cls_accuracy": 0.8108005275974026, "iteration": 35939, "loss_box_reg": 0.3081381767988205, "loss_cls": 0.1535837952978909, "loss_rpn_cls": 0.019201558563509025, "loss_rpn_loc": 0.053065381944179535, "lr": 0.02, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8404032604303211, "total_loss": 0.5343467293132562}
{"data_time": 0.018369917990639806, "eta_seconds": 13902.674986499129, "fast_rcnn/cls_accuracy": 0.93798828125, "fast_rcnn/false_negative": 0.10570790816326531, "fast_rcnn/fg_cls_accuracy": 0.8765745532662825, "iteration": 35959, "loss_box_reg": 0.30659329425543547, "loss_cls": 0.14963745092973113, "loss_rpn_cls": 0.019378077558940277, "loss_rpn_loc": 0.05018321587704122, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8384633746463805, "total_loss": 0.5215532856236678}
{"data_time": 0.0273580567445606, "eta_seconds": 13888.760592339328, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.14174107142857142, "fast_rcnn/fg_cls_accuracy": 0.8543526785714286, "iteration": 35979, "loss_box_reg": 0.30587070249021053, "loss_cls": 0.1497294814325869, "loss_rpn_cls": 0.019765213277423754, "loss_rpn_loc": 0.04766141506843269, "lr": 0.02, "roi_head/num_bg_samples": 385.0, "roi_head/num_fg_samples": 127.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8447420669253916, "total_loss": 0.5203688049223274}
{"data_time": 0.026005311403423548, "eta_seconds": 13871.94712996739, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.12177835051546392, "fast_rcnn/fg_cls_accuracy": 0.8778645066273932, "iteration": 35999, "loss_box_reg": 0.3262244937941432, "loss_cls": 0.15948327211663127, "loss_rpn_cls": 0.019924395921407267, "loss_rpn_loc": 0.04911421635188162, "lr": 0.02, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.83940279786475, "total_loss": 0.5701228213729337}
{"data_time": 0.020892495987936854, "eta_seconds": 13854.635308291297, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.1316715655940594, "fast_rcnn/fg_cls_accuracy": 0.8481425065583481, "iteration": 36019, "loss_box_reg": 0.31155683286488056, "loss_cls": 0.1510748821310699, "loss_rpn_cls": 0.02120956376893446, "loss_rpn_loc": 0.05296113295480609, "lr": 0.002, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8394357694778591, "total_loss": 0.5411873537232168}
{"data_time": 0.021556528052315116, "eta_seconds": 13838.320205223514, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.1261271338105727, "fast_rcnn/fg_cls_accuracy": 0.8424488418360097, "iteration": 36039, "loss_box_reg": 0.3027720917016268, "loss_cls": 0.14631925988942385, "loss_rpn_cls": 0.019482837815303355, "loss_rpn_loc": 0.04824889649171382, "lr": 0.002, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8428132114931941, "total_loss": 0.5156082560715731}
{"data_time": 0.02799567044712603, "eta_seconds": 13821.009593083989, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.11908346036585366, "fast_rcnn/fg_cls_accuracy": 0.830078125, "iteration": 36059, "loss_box_reg": 0.2900820830836892, "loss_cls": 0.14337054966017604, "loss_rpn_cls": 0.01982023337041028, "loss_rpn_loc": 0.04492612334433943, "lr": 0.002, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8417256295215338, "total_loss": 0.4941196195431985}
{"data_time": 0.03163536242209375, "eta_seconds": 13804.693280479638, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.13539170506912443, "fast_rcnn/fg_cls_accuracy": 0.8465401785714286, "iteration": 36079, "loss_box_reg": 0.29820257518440485, "loss_cls": 0.13744800118729472, "loss_rpn_cls": 0.016573094646446407, "loss_rpn_loc": 0.04248640639707446, "lr": 0.002, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8429793883115053, "total_loss": 0.5118984879809432}
{"data_time": 0.025233039166778326, "eta_seconds": 13788.279058528366, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.109375, "fast_rcnn/fg_cls_accuracy": 0.8775699013157895, "iteration": 36099, "loss_box_reg": 0.3039523009210825, "loss_cls": 0.14709933707490563, "loss_rpn_cls": 0.019638314261101186, "loss_rpn_loc": 0.048054525861516595, "lr": 0.002, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8408373920246959, "total_loss": 0.5224125125969294}
{"data_time": 0.022395031293854117, "eta_seconds": 13771.388806448085, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.095703125, "fast_rcnn/fg_cls_accuracy": 0.8718012990976067, "iteration": 36119, "loss_box_reg": 0.3106933617964387, "loss_cls": 0.14216872537508607, "loss_rpn_cls": 0.01755720260553062, "loss_rpn_loc": 0.046115666860714555, "lr": 0.002, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8443327094428241, "total_loss": 0.5104400918353349}
{"data_time": 0.027824586490169168, "eta_seconds": 13754.252893363824, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.13907999067164178, "fast_rcnn/fg_cls_accuracy": 0.8372447096456692, "iteration": 36139, "loss_box_reg": 0.29818951338529587, "loss_cls": 0.14331194572150707, "loss_rpn_cls": 0.018754815275315195, "loss_rpn_loc": 0.04827399388886988, "lr": 0.002, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.844058780465275, "total_loss": 0.5172515211743303}
{"data_time": 0.028594753006473184, "eta_seconds": 13737.439430991886, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.11812263257575759, "fast_rcnn/fg_cls_accuracy": 0.8566495740633528, "iteration": 36159, "loss_box_reg": 0.3021708335727453, "loss_cls": 0.14558127103373408, "loss_rpn_cls": 0.01805087634420488, "loss_rpn_loc": 0.0447610555565916, "lr": 0.002, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8407828432973474, "total_loss": 0.5010522703960305}
{"data_time": 0.029390153009444475, "eta_seconds": 13720.625968619948, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.12172830959915612, "fast_rcnn/fg_cls_accuracy": 0.8579575421940928, "iteration": 36179, "loss_box_reg": 0.30706320982426405, "loss_cls": 0.15123777743428946, "loss_rpn_cls": 0.018693802208872512, "loss_rpn_loc": 0.04713253409136087, "lr": 0.002, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.8426415286958218, "total_loss": 0.5282621179358102}
{"data_time": 0.02769012493081391, "eta_seconds": 13704.133382205619, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.12786775914634146, "fast_rcnn/fg_cls_accuracy": 0.8660256410256411, "iteration": 36199, "loss_box_reg": 0.28347271401435137, "loss_cls": 0.1359753010328859, "loss_rpn_cls": 0.016540573356905952, "loss_rpn_loc": 0.045331542496569455, "lr": 0.002, "roi_head/num_bg_samples": 422.25, "roi_head/num_fg_samples": 89.75, "rpn/num_neg_anchors": 225.5, "rpn/num_pos_anchors": 30.5, "time": 0.8460445690434426, "total_loss": 0.4910289312538225}
{"data_time": 0.02163116284646094, "eta_seconds": 13688.26702311798, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.13975028757668712, "fast_rcnn/fg_cls_accuracy": 0.805703125, "iteration": 36219, "loss_box_reg": 0.2967417296022177, "loss_cls": 0.14570039650425315, "loss_rpn_cls": 0.016018972382880747, "loss_rpn_loc": 0.041492564778309315, "lr": 0.002, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.84195028943941, "total_loss": 0.4986522609106032}
{"data_time": 0.025130106369033456, "eta_seconds": 13670.998111432884, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.12429775280898876, "fast_rcnn/fg_cls_accuracy": 0.8547255254424779, "iteration": 36239, "loss_box_reg": 0.29347218107432127, "loss_cls": 0.14184297854080796, "loss_rpn_cls": 0.01877845384296961, "loss_rpn_loc": 0.04902739403769374, "lr": 0.002, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8443543834146112, "total_loss": 0.4967967856064206}
{"data_time": 0.029205898521468043, "eta_seconds": 13653.372119132197, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.11173483025928896, "fast_rcnn/fg_cls_accuracy": 0.8812260536398467, "iteration": 36259, "loss_box_reg": 0.2941979309543967, "loss_cls": 0.1386770741082728, "loss_rpn_cls": 0.015869177907006815, "loss_rpn_loc": 0.04070536483777687, "lr": 0.002, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8403279040940106, "total_loss": 0.49547867898945697}
{"data_time": 0.02327898610383272, "eta_seconds": 13636.068159443792, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.87109375, "iteration": 36279, "loss_box_reg": 0.2953066108748317, "loss_cls": 0.1417648084461689, "loss_rpn_cls": 0.014702741609653458, "loss_rpn_loc": 0.042291319812648, "lr": 0.002, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8408063645474613, "total_loss": 0.49012198267155327}
{"data_time": 0.028903818922117352, "eta_seconds": 13620.554726236034, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.11947030141843973, "fast_rcnn/fg_cls_accuracy": 0.868655303030303, "iteration": 36299, "loss_box_reg": 0.3014968396164477, "loss_cls": 0.1472032335586846, "loss_rpn_cls": 0.01736580056603998, "loss_rpn_loc": 0.05019561084918678, "lr": 0.002, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8417802834883332, "total_loss": 0.5169365601905156}
{"data_time": 0.027479763608425856, "eta_seconds": 13605.954403506359, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.12446581196581197, "fast_rcnn/fg_cls_accuracy": 0.8475525232835175, "iteration": 36319, "loss_box_reg": 0.2902248054742813, "loss_cls": 0.1397259773220867, "loss_rpn_cls": 0.016586917045060545, "loss_rpn_loc": 0.04410015826579183, "lr": 0.002, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.8445329102687538, "total_loss": 0.5000819980486995}
{"data_time": 0.021400046534836292, "eta_seconds": 13589.137205059407, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.11155391979768786, "fast_rcnn/fg_cls_accuracy": 0.869140625, "iteration": 36339, "loss_box_reg": 0.2807613555341959, "loss_cls": 0.13386450009420514, "loss_rpn_cls": 0.01864572212798521, "loss_rpn_loc": 0.04485920240404084, "lr": 0.002, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8417287585325539, "total_loss": 0.48342387677985243}
{"data_time": 0.026993314502760768, "eta_seconds": 13570.457321029156, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.12535714285714286, "fast_rcnn/fg_cls_accuracy": 0.8558887768817205, "iteration": 36359, "loss_box_reg": 0.28764562867581844, "loss_cls": 0.1348314923234284, "loss_rpn_cls": 0.015214031533105299, "loss_rpn_loc": 0.040481252828612924, "lr": 0.002, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8386552506126463, "total_loss": 0.48314931872300804}
{"data_time": 0.029326573945581913, "eta_seconds": 13553.74686319544, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.1320872274143302, "fast_rcnn/fg_cls_accuracy": 0.8493927421714955, "iteration": 36379, "loss_box_reg": 0.3031970430165529, "loss_cls": 0.14659126475453377, "loss_rpn_cls": 0.01622985044377856, "loss_rpn_loc": 0.04416968021541834, "lr": 0.002, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8441126288380474, "total_loss": 0.5165806788718328}
{"data_time": 0.022072728956118226, "eta_seconds": 13536.931843205122, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.11940456081081081, "fast_rcnn/fg_cls_accuracy": 0.8672851956434046, "iteration": 36399, "loss_box_reg": 0.28492783941328526, "loss_cls": 0.13242282439023256, "loss_rpn_cls": 0.016558731789700687, "loss_rpn_loc": 0.04358508333098143, "lr": 0.002, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.8366886775474995, "total_loss": 0.4750599560356932}
{"data_time": 0.023516564862802625, "eta_seconds": 13520.012649741024, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.11508218344155843, "fast_rcnn/fg_cls_accuracy": 0.878424310064935, "iteration": 36419, "loss_box_reg": 0.28986969869583845, "loss_cls": 0.13488700822927058, "loss_rpn_cls": 0.016286992555251345, "loss_rpn_loc": 0.042876077932305634, "lr": 0.002, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8372683499474078, "total_loss": 0.49306637633708306}
{"data_time": 0.030651824548840523, "eta_seconds": 13504.690542467404, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.14351851851851852, "fast_rcnn/fg_cls_accuracy": 0.8454336484322538, "iteration": 36439, "loss_box_reg": 0.30071841087192297, "loss_cls": 0.15497099421918392, "loss_rpn_cls": 0.02037717364146374, "loss_rpn_loc": 0.05010264064185321, "lr": 0.002, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.847016162937507, "total_loss": 0.5306325173660298}
{"data_time": 0.02156917587853968, "eta_seconds": 13488.715509480564, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.12205481150793651, "fast_rcnn/fg_cls_accuracy": 0.8665205792682926, "iteration": 36459, "loss_box_reg": 0.29678083304315805, "loss_cls": 0.1442286721430719, "loss_rpn_cls": 0.017204713658429682, "loss_rpn_loc": 0.04719812545226887, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8382468074560165, "total_loss": 0.5006577577441931}
{"data_time": 0.03293871972709894, "eta_seconds": 13478.056215076009, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.10710685483870969, "fast_rcnn/fg_cls_accuracy": 0.8515625, "iteration": 36479, "loss_box_reg": 0.2901329593732953, "loss_cls": 0.1381081542931497, "loss_rpn_cls": 0.019879373838193715, "loss_rpn_loc": 0.04805750329978764, "lr": 0.002, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 199.0, "rpn/num_pos_anchors": 57.0, "time": 0.8458402855321765, "total_loss": 0.49830420517537277}
{"data_time": 0.028761960798874497, "eta_seconds": 13459.798417361919, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.1253226902173913, "fast_rcnn/fg_cls_accuracy": 0.8483072916666667, "iteration": 36499, "loss_box_reg": 0.2980353366583586, "loss_cls": 0.14257905399426818, "loss_rpn_cls": 0.015746563585707918, "loss_rpn_loc": 0.046153920353390276, "lr": 0.002, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8418370885774493, "total_loss": 0.5027674300945364}
{"data_time": 0.01909236842766404, "eta_seconds": 13439.479833691148, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.09193937768240343, "fast_rcnn/fg_cls_accuracy": 0.8839595734126984, "iteration": 36519, "loss_box_reg": 0.2866130555048585, "loss_cls": 0.14547489071264863, "loss_rpn_cls": 0.016375893639633432, "loss_rpn_loc": 0.0433338190196082, "lr": 0.002, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8383816310670227, "total_loss": 0.495241984637687}
{"data_time": 0.030311103211715817, "eta_seconds": 13422.049082937883, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.11581222263313609, "fast_rcnn/fg_cls_accuracy": 0.8682839912280702, "iteration": 36539, "loss_box_reg": 0.2865811251103878, "loss_cls": 0.13340666331350803, "loss_rpn_cls": 0.013423239972325973, "loss_rpn_loc": 0.04503110144287348, "lr": 0.002, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.843649176415056, "total_loss": 0.47751215563039295}
{"data_time": 0.028053808957338333, "eta_seconds": 13406.24724699161, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.11249584579594549, "fast_rcnn/fg_cls_accuracy": 0.8711726249586229, "iteration": 36559, "loss_box_reg": 0.28032686561346054, "loss_cls": 0.1410381868481636, "loss_rpn_cls": 0.018587984144687653, "loss_rpn_loc": 0.04138392978347838, "lr": 0.002, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8424818380735815, "total_loss": 0.484045978038921}
{"data_time": 0.029004812007769942, "eta_seconds": 13390.046978098573, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.142578125, "fast_rcnn/fg_cls_accuracy": 0.8279437461841301, "iteration": 36579, "loss_box_reg": 0.29658243991434574, "loss_cls": 0.14549189480021596, "loss_rpn_cls": 0.01616538174857851, "loss_rpn_loc": 0.04645438923034817, "lr": 0.002, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 200.5, "rpn/num_pos_anchors": 55.5, "time": 0.8446260935161263, "total_loss": 0.49759070969594177}
{"data_time": 0.024507159367203712, "eta_seconds": 13374.028450517217, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.13770244069343066, "fast_rcnn/fg_cls_accuracy": 0.8432173295454546, "iteration": 36599, "loss_box_reg": 0.29656458646059036, "loss_cls": 0.14319554017856717, "loss_rpn_cls": 0.017775908345356584, "loss_rpn_loc": 0.045492708683013916, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.8430187988560647, "total_loss": 0.5058827818429563}
{"data_time": 0.028436803026124835, "eta_seconds": 13356.513892952818, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.11743610065385378, "fast_rcnn/fg_cls_accuracy": 0.8825638993461462, "iteration": 36619, "loss_box_reg": 0.29050854593515396, "loss_cls": 0.14390718238428235, "loss_rpn_cls": 0.0167288261000067, "loss_rpn_loc": 0.04520521708764136, "lr": 0.002, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8395377912092954, "total_loss": 0.49992901606310625}
{"data_time": 0.03061138466000557, "eta_seconds": 13339.406475451542, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.10085227272727273, "fast_rcnn/fg_cls_accuracy": 0.8838119863329947, "iteration": 36639, "loss_box_reg": 0.29595419857650995, "loss_cls": 0.1468369229696691, "loss_rpn_cls": 0.0175168441637652, "loss_rpn_loc": 0.046679474937263876, "lr": 0.002, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8447517219465226, "total_loss": 0.5115978578105569}
{"data_time": 0.029869002988561988, "eta_seconds": 13322.872399613727, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.13089150733659405, "fast_rcnn/fg_cls_accuracy": 0.8371566873618858, "iteration": 36659, "loss_box_reg": 0.2990356767550111, "loss_cls": 0.14495008578523993, "loss_rpn_cls": 0.017246577190235257, "loss_rpn_loc": 0.04559291957411915, "lr": 0.002, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8416986295487732, "total_loss": 0.5066665343474597}
{"data_time": 0.020162253873422742, "eta_seconds": 13305.765705070226, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.1015625, "fast_rcnn/fg_cls_accuracy": 0.8814984158986174, "iteration": 36679, "loss_box_reg": 0.2850026339292526, "loss_cls": 0.14121212484315038, "loss_rpn_cls": 0.015395132650155574, "loss_rpn_loc": 0.04504428070504218, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8350115444045514, "total_loss": 0.48769746406469494}
{"data_time": 0.028035751543939114, "eta_seconds": 13290.691820099484, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.1175089003164557, "fast_rcnn/fg_cls_accuracy": 0.85546875, "iteration": 36699, "loss_box_reg": 0.305779698304832, "loss_cls": 0.1506933004129678, "loss_rpn_cls": 0.017961525474675, "loss_rpn_loc": 0.04371573042590171, "lr": 0.002, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8411651405040175, "total_loss": 0.5265275404090062}
{"data_time": 0.027422235114499927, "eta_seconds": 13273.027412675787, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.0951244212962963, "fast_rcnn/fg_cls_accuracy": 0.890625, "iteration": 36719, "loss_box_reg": 0.28983759321272373, "loss_cls": 0.13729243213310838, "loss_rpn_cls": 0.017352418915834278, "loss_rpn_loc": 0.04377365158870816, "lr": 0.002, "roi_head/num_bg_samples": 387.25, "roi_head/num_fg_samples": 124.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8383389390073717, "total_loss": 0.48875959697761573}
{"data_time": 0.027685079025104642, "eta_seconds": 13257.461778948316, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.11805555555555555, "fast_rcnn/fg_cls_accuracy": 0.8707320601851851, "iteration": 36739, "loss_box_reg": 0.30021597165614367, "loss_cls": 0.1439803997054696, "loss_rpn_cls": 0.016907663259189576, "loss_rpn_loc": 0.04289992537815124, "lr": 0.002, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8411069219000638, "total_loss": 0.5060359753842931}
{"data_time": 0.020730070304125547, "eta_seconds": 13242.499399632448, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.13553093112244896, "fast_rcnn/fg_cls_accuracy": 0.8523574905778895, "iteration": 36759, "loss_box_reg": 0.3039750372990966, "loss_cls": 0.14776723831892014, "loss_rpn_cls": 0.017200165515532717, "loss_rpn_loc": 0.046588699566200376, "lr": 0.002, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8451607434544712, "total_loss": 0.51696273041307}
{"data_time": 0.019193760817870498, "eta_seconds": 13227.093033949845, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.12896925403225806, "fast_rcnn/fg_cls_accuracy": 0.841796875, "iteration": 36779, "loss_box_reg": 0.2884333338588476, "loss_cls": 0.13223436404950917, "loss_rpn_cls": 0.0168048822961282, "loss_rpn_loc": 0.04177436971804127, "lr": 0.002, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8427141883876175, "total_loss": 0.47756580187706277}
{"data_time": 0.023477109614759684, "eta_seconds": 13209.988692844752, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.10558570359281437, "fast_rcnn/fg_cls_accuracy": 0.8614651864035088, "iteration": 36799, "loss_box_reg": 0.29300897754728794, "loss_cls": 0.141998169478029, "loss_rpn_cls": 0.017978993822907796, "loss_rpn_loc": 0.044839789043180645, "lr": 0.002, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8403996450360864, "total_loss": 0.4977781620109454}
{"data_time": 0.023867695359513164, "eta_seconds": 13192.58631305932, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.14285136010362692, "fast_rcnn/fg_cls_accuracy": 0.8457812499999999, "iteration": 36819, "loss_box_reg": 0.2935585854575038, "loss_cls": 0.1413286905735731, "loss_rpn_cls": 0.01621812192752259, "loss_rpn_loc": 0.04502180055715144, "lr": 0.002, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8364984490908682, "total_loss": 0.4975574830023106}
{"data_time": 0.03523805714212358, "eta_seconds": 13177.270915270783, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.14915931804820692, "fast_rcnn/fg_cls_accuracy": 0.8268411769766841, "iteration": 36839, "loss_box_reg": 0.29457210283726454, "loss_cls": 0.14151050942018628, "loss_rpn_cls": 0.015879084865446202, "loss_rpn_loc": 0.045043915626592934, "lr": 0.002, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8448724150657654, "total_loss": 0.5051325487584108}
{"data_time": 0.024247867986559868, "eta_seconds": 13159.507874962408, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.13405535188723083, "fast_rcnn/fg_cls_accuracy": 0.8539199946484715, "iteration": 36859, "loss_box_reg": 0.3044704934582114, "loss_cls": 0.14343046955764294, "loss_rpn_cls": 0.018123011526768096, "loss_rpn_loc": 0.048029571771621704, "lr": 0.002, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.8339922216255218, "total_loss": 0.5097063241555588}
{"data_time": 0.027322881389409304, "eta_seconds": 13142.956572948955, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.142578125, "fast_rcnn/fg_cls_accuracy": 0.8441577953296704, "iteration": 36879, "loss_box_reg": 0.29653097596019506, "loss_cls": 0.13928509037941694, "loss_rpn_cls": 0.016272303873847704, "loss_rpn_loc": 0.048533057677559555, "lr": 0.002, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8449434787034988, "total_loss": 0.499820671568159}
{"data_time": 0.021008591167628765, "eta_seconds": 13126.621476976667, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 36899, "loss_box_reg": 0.27948796562850475, "loss_cls": 0.133870093151927, "loss_rpn_cls": 0.016546381841180846, "loss_rpn_loc": 0.04076997470110655, "lr": 0.002, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.840951637364924, "total_loss": 0.4831808640155941}
{"data_time": 0.024847846012562513, "eta_seconds": 13109.331380451564, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.8573118397887324, "iteration": 36919, "loss_box_reg": 0.30626178439706564, "loss_cls": 0.13582784589380026, "loss_rpn_cls": 0.016442293243017048, "loss_rpn_loc": 0.04516334232175723, "lr": 0.002, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 196.25, "rpn/num_pos_anchors": 59.75, "time": 0.839613419957459, "total_loss": 0.5009303681144956}
{"data_time": 0.02981916256248951, "eta_seconds": 13092.504050523508, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.124, "fast_rcnn/fg_cls_accuracy": 0.8592722039473684, "iteration": 36939, "loss_box_reg": 0.2988337315618992, "loss_cls": 0.13469880679622293, "loss_rpn_cls": 0.016976580358459614, "loss_rpn_loc": 0.04683029011357576, "lr": 0.002, "roi_head/num_bg_samples": 386.75, "roi_head/num_fg_samples": 125.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8398059271275997, "total_loss": 0.49348697664390784}
{"data_time": 0.019839185988530517, "eta_seconds": 13075.269015005557, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.10375478316326531, "fast_rcnn/fg_cls_accuracy": 0.884765625, "iteration": 36959, "loss_box_reg": 0.3055655746720731, "loss_cls": 0.15104694152250886, "loss_rpn_cls": 0.017153667722595856, "loss_rpn_loc": 0.04524550260975957, "lr": 0.002, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.836599737405777, "total_loss": 0.5145533167960821}
{"data_time": 0.02965655201114714, "eta_seconds": 13056.587795707863, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.12152248475609756, "fast_rcnn/fg_cls_accuracy": 0.849609375, "iteration": 36979, "loss_box_reg": 0.29423764161765575, "loss_cls": 0.13415605225600302, "loss_rpn_cls": 0.018237083073472604, "loss_rpn_loc": 0.044372906908392906, "lr": 0.002, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8386310716159642, "total_loss": 0.4854333883849904}
{"data_time": 0.02030022442340851, "eta_seconds": 13038.761184917064, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.12027243589743589, "fast_rcnn/fg_cls_accuracy": 0.8649662990196079, "iteration": 36999, "loss_box_reg": 0.2835314339026809, "loss_cls": 0.13856379501521587, "loss_rpn_cls": 0.01876165518478956, "loss_rpn_loc": 0.04596091323764995, "lr": 0.002, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8355959048494697, "total_loss": 0.47647531717666425}
{"data_time": 0.01749462657608092, "eta_seconds": 13023.768071006285, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.1275372371495327, "fast_rcnn/fg_cls_accuracy": 0.8622528698979592, "iteration": 37019, "loss_box_reg": 0.30222027096897364, "loss_cls": 0.14162944466806948, "loss_rpn_cls": 0.016433225668151863, "loss_rpn_loc": 0.04369043547194451, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8443769530858845, "total_loss": 0.5073598905146355}
{"data_time": 0.02838595467619598, "eta_seconds": 13005.661485693417, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.14468424180217168, "fast_rcnn/fg_cls_accuracy": 0.851159570785739, "iteration": 37039, "loss_box_reg": 0.2847252320498228, "loss_cls": 0.1387809927109629, "loss_rpn_cls": 0.015228741089231335, "loss_rpn_loc": 0.0424460768699646, "lr": 0.002, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8381226705387235, "total_loss": 0.48302692179277074}
{"data_time": 0.018419832922518253, "eta_seconds": 12989.290132950526, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.14190938511326862, "fast_rcnn/fg_cls_accuracy": 0.8155731523378582, "iteration": 37059, "loss_box_reg": 0.2793035674840212, "loss_cls": 0.13962025102227926, "loss_rpn_cls": 0.0161088789900532, "loss_rpn_loc": 0.04341439646668732, "lr": 0.002, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8441054110880941, "total_loss": 0.4773732230096357}
{"data_time": 0.026308035012334585, "eta_seconds": 12972.013826458715, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.865234375, "iteration": 37079, "loss_box_reg": 0.28575400868430734, "loss_cls": 0.1394803635776043, "loss_rpn_cls": 0.017387106345267966, "loss_rpn_loc": 0.04179427423514426, "lr": 0.002, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8484883613418788, "total_loss": 0.4840858615352772}
{"data_time": 0.035074172308668494, "eta_seconds": 12956.862507975427, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.13585069444444445, "fast_rcnn/fg_cls_accuracy": 0.8582899305555556, "iteration": 37099, "loss_box_reg": 0.29050751589238644, "loss_cls": 0.13604449573904276, "loss_rpn_cls": 0.015178359157289378, "loss_rpn_loc": 0.04282426508143544, "lr": 0.002, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.8606354552321136, "total_loss": 0.49354281318665016}
{"data_time": 0.04380409652367234, "eta_seconds": 12941.514321990777, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.14204176744734825, "fast_rcnn/fg_cls_accuracy": 0.8395457697642164, "iteration": 37119, "loss_box_reg": 0.3012211713939905, "loss_cls": 0.14131588209420443, "loss_rpn_cls": 0.015984237397788092, "loss_rpn_loc": 0.04705621465109289, "lr": 0.002, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8911992248613387, "total_loss": 0.5098436061816756}
{"data_time": 0.04329703142866492, "eta_seconds": 12925.454440352507, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.10537388092844954, "fast_rcnn/fg_cls_accuracy": 0.8849208943514644, "iteration": 37139, "loss_box_reg": 0.29316566325724125, "loss_cls": 0.14565075375139713, "loss_rpn_cls": 0.015619650308508426, "loss_rpn_loc": 0.045043679187074304, "lr": 0.002, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8936151848174632, "total_loss": 0.506974360672757}
{"data_time": 0.05235985456965864, "eta_seconds": 12912.961506150663, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.12183017418032788, "fast_rcnn/fg_cls_accuracy": 0.8625277601522843, "iteration": 37159, "loss_box_reg": 0.2858578134328127, "loss_cls": 0.1427125590853393, "loss_rpn_cls": 0.01885616335493978, "loss_rpn_loc": 0.04492949997074902, "lr": 0.002, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9028191603720188, "total_loss": 0.49664117372594774}
{"data_time": 0.045506746508181095, "eta_seconds": 12900.481216495391, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.12493977689656449, "fast_rcnn/fg_cls_accuracy": 0.8686669062163133, "iteration": 37179, "loss_box_reg": 0.30116174556314945, "loss_cls": 0.1487531578168273, "loss_rpn_cls": 0.018182784609962255, "loss_rpn_loc": 0.04335529182571918, "lr": 0.002, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8996829288080335, "total_loss": 0.5186215613794047}
{"data_time": 0.05401015351526439, "eta_seconds": 12888.749146012357, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.11478015988372092, "fast_rcnn/fg_cls_accuracy": 0.8805959509552324, "iteration": 37199, "loss_box_reg": 0.2962433686479926, "loss_cls": 0.13945253286510706, "loss_rpn_cls": 0.016260867385426536, "loss_rpn_loc": 0.042369641130790114, "lr": 0.002, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.902933135163039, "total_loss": 0.49434146779822186}
{"data_time": 0.05263324035331607, "eta_seconds": 12881.825043731602, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.12071917808219178, "fast_rcnn/fg_cls_accuracy": 0.861796098638204, "iteration": 37219, "loss_box_reg": 0.2937099486589432, "loss_cls": 0.13629640243016183, "loss_rpn_cls": 0.015244980982970446, "loss_rpn_loc": 0.03969200496794656, "lr": 0.002, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.9090855631511658, "total_loss": 0.4923781873367261}
{"data_time": 0.042782864067703485, "eta_seconds": 12869.334897703025, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.11501786038626868, "fast_rcnn/fg_cls_accuracy": 0.833214563358383, "iteration": 37239, "loss_box_reg": 0.2888390030711889, "loss_cls": 0.13789362041279674, "loss_rpn_cls": 0.016979423351585865, "loss_rpn_loc": 0.04567177244462073, "lr": 0.002, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8947714283131063, "total_loss": 0.4845485656405799}
{"data_time": 0.06328930496238172, "eta_seconds": 12858.809164314764, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.12783340669014084, "fast_rcnn/fg_cls_accuracy": 0.8573118397887324, "iteration": 37259, "loss_box_reg": 0.29439107701182365, "loss_cls": 0.14475790783762932, "loss_rpn_cls": 0.01668854063609615, "loss_rpn_loc": 0.04565955977886915, "lr": 0.002, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9051393885165453, "total_loss": 0.50260566995712}
{"data_time": 0.059481055242940784, "eta_seconds": 12849.745320335496, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.12636890216309168, "fast_rcnn/fg_cls_accuracy": 0.852124618902439, "iteration": 37279, "loss_box_reg": 0.29855574015527964, "loss_cls": 0.1420875689946115, "loss_rpn_cls": 0.016343613198841922, "loss_rpn_loc": 0.0437100421404466, "lr": 0.002, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8997121094726026, "total_loss": 0.5021326251298888}
{"data_time": 0.05045043327845633, "eta_seconds": 12837.247032438638, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.10292848926380369, "fast_rcnn/fg_cls_accuracy": 0.8812160062160062, "iteration": 37299, "loss_box_reg": 0.3003448424860835, "loss_cls": 0.14130392321385443, "loss_rpn_cls": 0.015442313684616238, "loss_rpn_loc": 0.04263933445326984, "lr": 0.002, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8953535319305956, "total_loss": 0.4999197446159087}
{"data_time": 0.043412609957158566, "eta_seconds": 12827.385853816057, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.1171875, "fast_rcnn/fg_cls_accuracy": 0.876171875, "iteration": 37319, "loss_box_reg": 0.29341073893010616, "loss_cls": 0.1374328969977796, "loss_rpn_cls": 0.01708803651854396, "loss_rpn_loc": 0.044614516431465745, "lr": 0.002, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9041198138147593, "total_loss": 0.49665612558601424}
{"data_time": 0.04405085486359894, "eta_seconds": 12822.97375108744, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.08712966720779221, "fast_rcnn/fg_cls_accuracy": 0.8597286522633745, "iteration": 37339, "loss_box_reg": 0.2997381016612053, "loss_cls": 0.15347571671009064, "loss_rpn_cls": 0.01717893293243833, "loss_rpn_loc": 0.045211405493319035, "lr": 0.002, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8931735209189355, "total_loss": 0.5184385979082435}
{"data_time": 0.06874917773529887, "eta_seconds": 12815.228609550046, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.15226554267650158, "fast_rcnn/fg_cls_accuracy": 0.8365734011627908, "iteration": 37359, "loss_box_reg": 0.2901551751419902, "loss_cls": 0.13282587588764727, "loss_rpn_cls": 0.015511787350988016, "loss_rpn_loc": 0.045219980529509485, "lr": 0.002, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8955401082057506, "total_loss": 0.487091003684327}
{"data_time": 0.05137989646755159, "eta_seconds": 12808.751175528392, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.11225687458081823, "fast_rcnn/fg_cls_accuracy": 0.8599062852656887, "iteration": 37379, "loss_box_reg": 0.30127635411918163, "loss_cls": 0.14237109012901783, "loss_rpn_cls": 0.013821835789713077, "loss_rpn_loc": 0.042258245550328866, "lr": 0.002, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8968141993973404, "total_loss": 0.5019776601839112}
{"data_time": 0.047975145978853106, "eta_seconds": 12804.963654006831, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.12792056074766356, "fast_rcnn/fg_cls_accuracy": 0.85546875, "iteration": 37399, "loss_box_reg": 0.29837328288704157, "loss_cls": 0.13877098681405187, "loss_rpn_cls": 0.016448058013338596, "loss_rpn_loc": 0.04142980882897973, "lr": 0.002, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.907381322234869, "total_loss": 0.5038452644948848}
{"data_time": 0.04874688643030822, "eta_seconds": 12797.406250249129, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.1276065981948335, "fast_rcnn/fg_cls_accuracy": 0.8669577205882353, "iteration": 37419, "loss_box_reg": 0.2901200344786048, "loss_cls": 0.145757173653692, "loss_rpn_cls": 0.020333727879915386, "loss_rpn_loc": 0.042424054350703955, "lr": 0.002, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.890825386159122, "total_loss": 0.49206950009102}
{"data_time": 0.056786803994327784, "eta_seconds": 12784.526069083018, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.11636321195144725, "fast_rcnn/fg_cls_accuracy": 0.8454585537918871, "iteration": 37439, "loss_box_reg": 0.2909708209335804, "loss_cls": 0.14254493615590036, "loss_rpn_cls": 0.016948437492828816, "loss_rpn_loc": 0.04185768775641918, "lr": 0.002, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.900526124984026, "total_loss": 0.49675689535797574}
{"data_time": 0.0437137212138623, "eta_seconds": 12785.645163315581, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.133984375, "fast_rcnn/fg_cls_accuracy": 0.8545636432926829, "iteration": 37459, "loss_box_reg": 0.29284384008497, "loss_cls": 0.14152551675215364, "loss_rpn_cls": 0.014722445936058648, "loss_rpn_loc": 0.04379526781849563, "lr": 0.002, "roi_head/num_bg_samples": 413.25, "roi_head/num_fg_samples": 98.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.9073090420570225, "total_loss": 0.48534876482153777}
{"data_time": 0.049390692729502916, "eta_seconds": 12777.825626628706, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.10877332642180094, "fast_rcnn/fg_cls_accuracy": 0.873046875, "iteration": 37479, "loss_box_reg": 0.29330906737595797, "loss_cls": 0.142946173902601, "loss_rpn_cls": 0.01612982217920944, "loss_rpn_loc": 0.04352059122174978, "lr": 0.002, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.9032459044829011, "total_loss": 0.49703348481853027}
{"data_time": 0.04911272181198001, "eta_seconds": 12778.385285261553, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.10201961436170212, "fast_rcnn/fg_cls_accuracy": 0.8665205792682926, "iteration": 37499, "loss_box_reg": 0.28639087080955505, "loss_cls": 0.13351262174546719, "loss_rpn_cls": 0.016889600141439587, "loss_rpn_loc": 0.0400742354686372, "lr": 0.002, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8989910178352147, "total_loss": 0.4804909489903366}
{"data_time": 0.04980873456224799, "eta_seconds": 12776.160312534077, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.11332011815920398, "fast_rcnn/fg_cls_accuracy": 0.8779145077720207, "iteration": 37519, "loss_box_reg": 0.2992406655102968, "loss_cls": 0.1381712465081364, "loss_rpn_cls": 0.016742515610530972, "loss_rpn_loc": 0.04855987918563187, "lr": 0.002, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8869253175798804, "total_loss": 0.5082623772468651}
{"data_time": 0.05161901726387441, "eta_seconds": 12772.827212904347, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.10891415028089887, "fast_rcnn/fg_cls_accuracy": 0.866219143907563, "iteration": 37539, "loss_box_reg": 0.28526967857033014, "loss_cls": 0.13557981932535768, "loss_rpn_cls": 0.017449125574785285, "loss_rpn_loc": 0.0453308392316103, "lr": 0.002, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.9027813614811748, "total_loss": 0.4855121956206858}
{"data_time": 0.032525661401450634, "eta_seconds": 12781.72691522399, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.10684844641724794, "fast_rcnn/fg_cls_accuracy": 0.867962297152852, "iteration": 37559, "loss_box_reg": 0.27805738896131516, "loss_cls": 0.1292645689100027, "loss_rpn_cls": 0.015071285830345005, "loss_rpn_loc": 0.04107860353542492, "lr": 0.002, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9015645075123757, "total_loss": 0.461453261130373}
{"data_time": 0.05070730112493038, "eta_seconds": 12792.816784853814, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.0908811475409836, "fast_rcnn/fg_cls_accuracy": 0.9052208083832336, "iteration": 37579, "loss_box_reg": 0.28557140845805407, "loss_cls": 0.1420648756902665, "loss_rpn_cls": 0.014924984468962066, "loss_rpn_loc": 0.048295918852090836, "lr": 0.002, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9100442938506603, "total_loss": 0.49714587672497146}
{"data_time": 0.04949477035552263, "eta_seconds": 12804.406462776242, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.11435678749111586, "fast_rcnn/fg_cls_accuracy": 0.8748617038090722, "iteration": 37599, "loss_box_reg": 0.28437975887209177, "loss_cls": 0.1316837128251791, "loss_rpn_cls": 0.014091845296206884, "loss_rpn_loc": 0.03867296106182039, "lr": 0.002, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9014235534705222, "total_loss": 0.45861854204849806}
{"data_time": 0.044062643544748425, "eta_seconds": 12816.2319219762, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.134765625, "fast_rcnn/fg_cls_accuracy": 0.8394850127551021, "iteration": 37619, "loss_box_reg": 0.28474236372858286, "loss_cls": 0.13446183176711202, "loss_rpn_cls": 0.016780705424025655, "loss_rpn_loc": 0.04580175637966022, "lr": 0.002, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8959015768487006, "total_loss": 0.4821675692219287}
{"data_time": 0.041985491989180446, "eta_seconds": 12848.53521084506, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.10452720368525897, "fast_rcnn/fg_cls_accuracy": 0.8745731846118825, "iteration": 37639, "loss_box_reg": 0.30532111693173647, "loss_cls": 0.1472103171981871, "loss_rpn_cls": 0.016540809083380736, "loss_rpn_loc": 0.04560633632354438, "lr": 0.002, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8958084874320775, "total_loss": 0.5097354899844504}
{"data_time": 0.03781430842354894, "eta_seconds": 12880.01637134375, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.13185096153846154, "fast_rcnn/fg_cls_accuracy": 0.857421875, "iteration": 37659, "loss_box_reg": 0.2942132828757167, "loss_cls": 0.1454193675890565, "loss_rpn_cls": 0.015821933222468942, "loss_rpn_loc": 0.04407622601138428, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8933998032007366, "total_loss": 0.49964877087040804}
{"data_time": 0.048363297479227185, "eta_seconds": 12887.534356263932, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.12407592407592408, "fast_rcnn/fg_cls_accuracy": 0.85, "iteration": 37679, "loss_box_reg": 0.2915787696838379, "loss_cls": 0.13877352606505156, "loss_rpn_cls": 0.014274518296588212, "loss_rpn_loc": 0.04432037170045078, "lr": 0.002, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.895057809073478, "total_loss": 0.49849861065740697}
{"data_time": 0.04282135399989784, "eta_seconds": 12943.670590268914, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.13776780840611352, "fast_rcnn/fg_cls_accuracy": 0.844302436693741, "iteration": 37699, "loss_box_reg": 0.29104844480752945, "loss_cls": 0.14262416795827448, "loss_rpn_cls": 0.017748677462805063, "loss_rpn_loc": 0.04416769789531827, "lr": 0.002, "roi_head/num_bg_samples": 419.5, "roi_head/num_fg_samples": 92.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8972497575450689, "total_loss": 0.5008885421702871}
{"data_time": 0.04927949793636799, "eta_seconds": 12955.988532891031, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.103515625, "fast_rcnn/fg_cls_accuracy": 0.8928723195606695, "iteration": 37719, "loss_box_reg": 0.2880971599370241, "loss_cls": 0.1332345400005579, "loss_rpn_cls": 0.016889393620658666, "loss_rpn_loc": 0.04358500614762306, "lr": 0.002, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8992561360355467, "total_loss": 0.4805712126835715}
{"data_time": 0.05157505255192518, "eta_seconds": 12978.956821758067, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.14369419642857142, "fast_rcnn/fg_cls_accuracy": 0.828125, "iteration": 37739, "loss_box_reg": 0.2864224510267377, "loss_cls": 0.14311659592203796, "loss_rpn_cls": 0.015851981181185693, "loss_rpn_loc": 0.04329932085238397, "lr": 0.002, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8960417504422367, "total_loss": 0.48848939617164433}
{"data_time": 0.04246670310385525, "eta_seconds": 12985.175933828112, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.11550431910569106, "fast_rcnn/fg_cls_accuracy": 0.848256320836966, "iteration": 37759, "loss_box_reg": 0.3090538801625371, "loss_cls": 0.1381140062585473, "loss_rpn_cls": 0.015090353204868734, "loss_rpn_loc": 0.045575790223665535, "lr": 0.002, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8964037508703768, "total_loss": 0.5009229748684447}
{"data_time": 0.03780489298515022, "eta_seconds": 13005.925174717326, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.10101010101010101, "fast_rcnn/fg_cls_accuracy": 0.8820368570574162, "iteration": 37779, "loss_box_reg": 0.29058851581066847, "loss_cls": 0.1459813853725791, "loss_rpn_cls": 0.016344155490514822, "loss_rpn_loc": 0.044049177784472704, "lr": 0.002, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.9070372094865888, "total_loss": 0.5079796256322879}
{"data_time": 0.03936990746296942, "eta_seconds": 13022.259196070954, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.09765625, "fast_rcnn/fg_cls_accuracy": 0.8780676722380758, "iteration": 37799, "loss_box_reg": 0.2941957265138626, "loss_cls": 0.13365769013762474, "loss_rpn_cls": 0.015319191297749057, "loss_rpn_loc": 0.04401561513077468, "lr": 0.002, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.9062832419294864, "total_loss": 0.5062271397182485}
{"data_time": 0.055325862020254135, "eta_seconds": 13030.875835905783, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.11024305555555555, "fast_rcnn/fg_cls_accuracy": 0.8695693597560976, "iteration": 37819, "loss_box_reg": 0.28057725355029106, "loss_cls": 0.14024192607030272, "loss_rpn_cls": 0.01584043820912484, "loss_rpn_loc": 0.04338231508154422, "lr": 0.002, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8960110179614276, "total_loss": 0.4889352105092257}
{"data_time": 0.04361760267056525, "eta_seconds": 13033.397548515815, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.12109375, "fast_rcnn/fg_cls_accuracy": 0.8705685399159664, "iteration": 37839, "loss_box_reg": 0.2962942076846957, "loss_cls": 0.14135429495945573, "loss_rpn_cls": 0.014904100054991432, "loss_rpn_loc": 0.044255540415178984, "lr": 0.002, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.90334332594648, "total_loss": 0.5076050127972849}
{"data_time": 0.047073307912796736, "eta_seconds": 13045.168028083397, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.1304335818834576, "fast_rcnn/fg_cls_accuracy": 0.86328125, "iteration": 37859, "loss_box_reg": 0.30507133807986975, "loss_cls": 0.13876298535615206, "loss_rpn_cls": 0.016238945245277137, "loss_rpn_loc": 0.04391557921189815, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 199.0, "rpn/num_pos_anchors": 57.0, "time": 0.9050277608912438, "total_loss": 0.4993486545427004}
{"data_time": 0.05013126553967595, "eta_seconds": 13036.042977093719, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.13068181818181818, "fast_rcnn/fg_cls_accuracy": 0.8359375, "iteration": 37879, "loss_box_reg": 0.291729973629117, "loss_cls": 0.14741555857472122, "loss_rpn_cls": 0.016249037318630144, "loss_rpn_loc": 0.04503108863718808, "lr": 0.002, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8971170596778393, "total_loss": 0.49808167916489765}
{"data_time": 0.04332668869756162, "eta_seconds": 13028.826723800506, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.1171875, "fast_rcnn/fg_cls_accuracy": 0.85546875, "iteration": 37899, "loss_box_reg": 0.2846764549612999, "loss_cls": 0.13561219349503517, "loss_rpn_cls": 0.01559372982592322, "loss_rpn_loc": 0.040249785874038935, "lr": 0.002, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.9045101266819984, "total_loss": 0.4757706697564572}
{"data_time": 0.06081504072062671, "eta_seconds": 13019.822139175842, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.10007702464788731, "fast_rcnn/fg_cls_accuracy": 0.873046875, "iteration": 37919, "loss_box_reg": 0.2855879026465118, "loss_cls": 0.1404480435885489, "loss_rpn_cls": 0.013657614661497064, "loss_rpn_loc": 0.0402393167023547, "lr": 0.002, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.892047872999683, "total_loss": 0.47612165557802655}
{"data_time": 0.04915528302080929, "eta_seconds": 13013.652829555329, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.109375, "fast_rcnn/fg_cls_accuracy": 0.8837139423076923, "iteration": 37939, "loss_box_reg": 0.30301167629659176, "loss_cls": 0.14677161956205964, "loss_rpn_cls": 0.015213324513752013, "loss_rpn_loc": 0.04486490838462487, "lr": 0.002, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.895071490900591, "total_loss": 0.5047239255218301}
{"data_time": 0.05548107880167663, "eta_seconds": 13008.66376488749, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.12774426424050633, "fast_rcnn/fg_cls_accuracy": 0.8563490481411342, "iteration": 37959, "loss_box_reg": 0.2994029112160206, "loss_cls": 0.14110357873141766, "loss_rpn_cls": 0.017235116101801395, "loss_rpn_loc": 0.04809952434152365, "lr": 0.002, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.9012853810563684, "total_loss": 0.5245490775560029}
{"data_time": 0.05431159748695791, "eta_seconds": 12998.788645167602, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.10301159274193548, "fast_rcnn/fg_cls_accuracy": 0.8354222584355828, "iteration": 37979, "loss_box_reg": 0.28341478668153286, "loss_cls": 0.1353601033333689, "loss_rpn_cls": 0.0161294543358963, "loss_rpn_loc": 0.04308859829325229, "lr": 0.002, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9034879629034549, "total_loss": 0.4782037290278822}
{"data_time": 0.04594372445717454, "eta_seconds": 12990.448964742012, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.12109375, "fast_rcnn/fg_cls_accuracy": 0.85546875, "iteration": 37999, "loss_box_reg": 0.3018552381545305, "loss_cls": 0.1504582930356264, "loss_rpn_cls": 0.01891493251605425, "loss_rpn_loc": 0.04561267956160009, "lr": 0.002, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9025414050556719, "total_loss": 0.5160611474857433}
{"data_time": 0.04512113006785512, "eta_seconds": 12981.751759653445, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.11281286816859418, "fast_rcnn/fg_cls_accuracy": 0.8697232148264793, "iteration": 38019, "loss_box_reg": 0.2921873303130269, "loss_cls": 0.1437491374090314, "loss_rpn_cls": 0.019082810409599915, "loss_rpn_loc": 0.04318375262664631, "lr": 0.002, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.9019783437252045, "total_loss": 0.5016428061499028}
{"data_time": 0.04571802890859544, "eta_seconds": 12974.753994039027, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.10727982954545454, "fast_rcnn/fg_cls_accuracy": 0.8722301136363637, "iteration": 38039, "loss_box_reg": 0.30051793716847897, "loss_cls": 0.14633709285408258, "loss_rpn_cls": 0.016350115765817463, "loss_rpn_loc": 0.04082234390079975, "lr": 0.002, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.905796071048826, "total_loss": 0.5007628693274455}
{"data_time": 0.05480227340012789, "eta_seconds": 12964.401627292158, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.11328125, "fast_rcnn/fg_cls_accuracy": 0.8728448275862069, "iteration": 38059, "loss_box_reg": 0.29012599494308233, "loss_cls": 0.14089921303093433, "loss_rpn_cls": 0.01526891000685282, "loss_rpn_loc": 0.04495229909662157, "lr": 0.002, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.8841311191208661, "total_loss": 0.5082222595083294}
{"data_time": 0.04541742452420294, "eta_seconds": 12958.679426947609, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.10611607142857143, "fast_rcnn/fg_cls_accuracy": 0.8754084967320261, "iteration": 38079, "loss_box_reg": 0.29328572656959295, "loss_cls": 0.1345302788540721, "loss_rpn_cls": 0.014226339488232043, "loss_rpn_loc": 0.042808167869225144, "lr": 0.002, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9009986424352974, "total_loss": 0.49075803041341715}
{"data_time": 0.040643889689818025, "eta_seconds": 12950.358624452958, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.130859375, "fast_rcnn/fg_cls_accuracy": 0.861228813559322, "iteration": 38099, "loss_box_reg": 0.3026273874565959, "loss_cls": 0.14847120270133018, "loss_rpn_cls": 0.016537452596821822, "loss_rpn_loc": 0.04624357121065259, "lr": 0.002, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9016706221736968, "total_loss": 0.5260265690158121}
{"data_time": 0.05299175437539816, "eta_seconds": 12934.782111796783, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.10517493703628071, "fast_rcnn/fg_cls_accuracy": 0.8802173913043478, "iteration": 38119, "loss_box_reg": 0.27964210510253906, "loss_cls": 0.13186380499973893, "loss_rpn_cls": 0.014238047238904983, "loss_rpn_loc": 0.04453367996029556, "lr": 0.002, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8998780997935683, "total_loss": 0.4666165207163431}
{"data_time": 0.04559573344886303, "eta_seconds": 12918.498631971655, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.13791301751592355, "fast_rcnn/fg_cls_accuracy": 0.8449519230769231, "iteration": 38139, "loss_box_reg": 0.29588459338992834, "loss_cls": 0.14586703618988395, "loss_rpn_cls": 0.014916294065187685, "loss_rpn_loc": 0.04409114579902962, "lr": 0.002, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9005004619248211, "total_loss": 0.49700869611115195}
{"data_time": 0.05676344549283385, "eta_seconds": 12899.756897522137, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1548009072580645, "fast_rcnn/fg_cls_accuracy": 0.8412404250061774, "iteration": 38159, "loss_box_reg": 0.290691458620131, "loss_cls": 0.1384464385919273, "loss_rpn_cls": 0.012504449099651538, "loss_rpn_loc": 0.03993894153973088, "lr": 0.002, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8994404443074018, "total_loss": 0.4938076953549171}
{"data_time": 0.05254923598840833, "eta_seconds": 12882.516461838735, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.10794193786982248, "fast_rcnn/fg_cls_accuracy": 0.8695104474852071, "iteration": 38179, "loss_box_reg": 0.306863178499043, "loss_cls": 0.14615927310660481, "loss_rpn_cls": 0.015437278460012749, "loss_rpn_loc": 0.0443470380268991, "lr": 0.002, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.9029927467927337, "total_loss": 0.5179434055535239}
{"data_time": 0.047089401399716735, "eta_seconds": 12863.77682110481, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.13941200657894737, "fast_rcnn/fg_cls_accuracy": 0.8452205882352941, "iteration": 38199, "loss_box_reg": 0.2955861408263445, "loss_cls": 0.14281761087477207, "loss_rpn_cls": 0.016748239868320525, "loss_rpn_loc": 0.04525993741117418, "lr": 0.002, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8998418590053916, "total_loss": 0.5054471132025355}
{"data_time": 0.04732424207031727, "eta_seconds": 12842.091639941791, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.09980237154150198, "fast_rcnn/fg_cls_accuracy": 0.8602430555555556, "iteration": 38219, "loss_box_reg": 0.2882011905312538, "loss_cls": 0.14255032665096223, "loss_rpn_cls": 0.016011728934245184, "loss_rpn_loc": 0.04326640331419185, "lr": 0.002, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8944573996122926, "total_loss": 0.4888857048790669}
{"data_time": 0.04845330840907991, "eta_seconds": 12827.796744687483, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.15492741141732283, "fast_rcnn/fg_cls_accuracy": 0.8301884710451977, "iteration": 38239, "loss_box_reg": 0.2939497297629714, "loss_cls": 0.15034551825374365, "loss_rpn_cls": 0.016079742927104235, "loss_rpn_loc": 0.0451995397452265, "lr": 0.002, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.8991961639840156, "total_loss": 0.5131693826551782}
{"data_time": 0.05292481370270252, "eta_seconds": 12808.514137719758, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.12879893543956045, "fast_rcnn/fg_cls_accuracy": 0.841796875, "iteration": 38259, "loss_box_reg": 0.296960542909801, "loss_cls": 0.13892201520502567, "loss_rpn_cls": 0.014344746203278191, "loss_rpn_loc": 0.04669152473798022, "lr": 0.002, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8998666841071099, "total_loss": 0.4988996265747119}
{"data_time": 0.03555614850483835, "eta_seconds": 12788.998137318296, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.10633680555555555, "fast_rcnn/fg_cls_accuracy": 0.87109375, "iteration": 38279, "loss_box_reg": 0.29591577406972647, "loss_cls": 0.14891090313903987, "loss_rpn_cls": 0.016860876115970314, "loss_rpn_loc": 0.0471413261257112, "lr": 0.002, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8994731325656176, "total_loss": 0.5097709216352087}
{"data_time": 0.03757736412808299, "eta_seconds": 12771.29000795749, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.10349702913594387, "fast_rcnn/fg_cls_accuracy": 0.8834186422413793, "iteration": 38299, "loss_box_reg": 0.28703917656093836, "loss_cls": 0.13673433475196362, "loss_rpn_cls": 0.015841046108107548, "loss_rpn_loc": 0.04374620201997459, "lr": 0.002, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8969072201289237, "total_loss": 0.486004690406844}
{"data_time": 0.049997710855677724, "eta_seconds": 12753.303542204434, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.11266551071878941, "fast_rcnn/fg_cls_accuracy": 0.8703868206412017, "iteration": 38319, "loss_box_reg": 0.2897849567234516, "loss_cls": 0.13493072893470526, "loss_rpn_cls": 0.014276546833571047, "loss_rpn_loc": 0.04073822032660246, "lr": 0.002, "roi_head/num_bg_samples": 384.5, "roi_head/num_fg_samples": 127.5, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.9061942624393851, "total_loss": 0.4816830048657721}
{"data_time": 0.05096143530681729, "eta_seconds": 12737.062750338577, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.13182681074766356, "fast_rcnn/fg_cls_accuracy": 0.8324424342105263, "iteration": 38339, "loss_box_reg": 0.3013933636248112, "loss_cls": 0.14172651944682002, "loss_rpn_cls": 0.016555710157263093, "loss_rpn_loc": 0.046938166255131364, "lr": 0.002, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8926193509250879, "total_loss": 0.5051083864236716}
{"data_time": 0.052084421971812844, "eta_seconds": 12721.667433257215, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.1361985709798995, "fast_rcnn/fg_cls_accuracy": 0.849609375, "iteration": 38359, "loss_box_reg": 0.3092312403023243, "loss_cls": 0.14914901088923216, "loss_rpn_cls": 0.017352794588077813, "loss_rpn_loc": 0.04862949880771339, "lr": 0.002, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.9023870229721069, "total_loss": 0.5314492940378841}
{"data_time": 0.04491415456868708, "eta_seconds": 12704.285194443539, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.12368815592203898, "fast_rcnn/fg_cls_accuracy": 0.8683494857594937, "iteration": 38379, "loss_box_reg": 0.30176732782274485, "loss_cls": 0.13752445997670293, "loss_rpn_cls": 0.014743477629963309, "loss_rpn_loc": 0.04604799428489059, "lr": 0.002, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.898410212714225, "total_loss": 0.503105241805315}
{"data_time": 0.04795381799340248, "eta_seconds": 12683.095956678502, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.14211365341335333, "fast_rcnn/fg_cls_accuracy": 0.8386960373711341, "iteration": 38399, "loss_box_reg": 0.28057332150638103, "loss_cls": 0.13656234671361744, "loss_rpn_cls": 0.015319895130232908, "loss_rpn_loc": 0.0418145403964445, "lr": 0.002, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8975918458309025, "total_loss": 0.47513295539829414}
{"data_time": 0.04192669247277081, "eta_seconds": 12668.298266621307, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.09680792297979798, "fast_rcnn/fg_cls_accuracy": 0.8682223471764801, "iteration": 38419, "loss_box_reg": 0.2785081835463643, "loss_cls": 0.13191682612523437, "loss_rpn_cls": 0.015791229205206037, "loss_rpn_loc": 0.04085187031887472, "lr": 0.002, "roi_head/num_bg_samples": 409.5, "roi_head/num_fg_samples": 102.5, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.8981756221037358, "total_loss": 0.46991619712207466}
{"data_time": 0.04921664344146848, "eta_seconds": 12647.118094238453, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.10550761815920398, "fast_rcnn/fg_cls_accuracy": 0.8695388349514563, "iteration": 38439, "loss_box_reg": 0.2809765003621578, "loss_cls": 0.12952387612313032, "loss_rpn_cls": 0.01508038496831432, "loss_rpn_loc": 0.042328224866651, "lr": 0.002, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.8965796614065766, "total_loss": 0.46925509269931354}
{"data_time": 0.030076153809204698, "eta_seconds": 12619.671923385933, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.11414930555555555, "fast_rcnn/fg_cls_accuracy": 0.8517922794117647, "iteration": 38459, "loss_box_reg": 0.29754576086997986, "loss_cls": 0.14397671027109027, "loss_rpn_cls": 0.019002989894943312, "loss_rpn_loc": 0.045832344447262585, "lr": 0.002, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.8446093923412263, "total_loss": 0.509345046360977}
{"data_time": 0.030313811963424087, "eta_seconds": 12588.32338932436, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.12794471153846154, "fast_rcnn/fg_cls_accuracy": 0.849609375, "iteration": 38479, "loss_box_reg": 0.292758472263813, "loss_cls": 0.14535608934238553, "loss_rpn_cls": 0.016560930576815736, "loss_rpn_loc": 0.04480462206993252, "lr": 0.002, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.840845956467092, "total_loss": 0.5118021563612274}
{"data_time": 0.03325864928774536, "eta_seconds": 12561.75880496297, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.09823548169932325, "fast_rcnn/fg_cls_accuracy": 0.8892602495543672, "iteration": 38499, "loss_box_reg": 0.27631350327283144, "loss_cls": 0.13813972938805819, "loss_rpn_cls": 0.01588026704848744, "loss_rpn_loc": 0.04106635309290141, "lr": 0.002, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.8472145199775696, "total_loss": 0.4646601632994134}
{"data_time": 0.027142010629177094, "eta_seconds": 12537.293222530512, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.11714285714285713, "fast_rcnn/fg_cls_accuracy": 0.873046875, "iteration": 38519, "loss_box_reg": 0.2864318499341607, "loss_cls": 0.13710007024928927, "loss_rpn_cls": 0.015097048890311271, "loss_rpn_loc": 0.0433678476838395, "lr": 0.002, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8485138821415603, "total_loss": 0.4781972725177184}
{"data_time": 0.029407983412966132, "eta_seconds": 12510.87813983229, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.11895161290322581, "fast_rcnn/fg_cls_accuracy": 0.8804415909802693, "iteration": 38539, "loss_box_reg": 0.2988092000596225, "loss_cls": 0.14079677616246045, "loss_rpn_cls": 0.014476651151198894, "loss_rpn_loc": 0.043017334886826575, "lr": 0.002, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8418193485122174, "total_loss": 0.5120905475923792}
{"data_time": 0.031634251587092876, "eta_seconds": 12484.319207372144, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.10439550859573875, "fast_rcnn/fg_cls_accuracy": 0.8903089696474752, "iteration": 38559, "loss_box_reg": 0.27727515902370214, "loss_cls": 0.13392081717029214, "loss_rpn_cls": 0.016023178439354524, "loss_rpn_loc": 0.04135216982103884, "lr": 0.002, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8382862084545195, "total_loss": 0.4743298266985221}
{"data_time": 0.025202171644195914, "eta_seconds": 12459.701642410131, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.12347560975609756, "fast_rcnn/fg_cls_accuracy": 0.8467869110979696, "iteration": 38579, "loss_box_reg": 0.29755529295653105, "loss_cls": 0.14959493651986122, "loss_rpn_cls": 0.015670662240154343, "loss_rpn_loc": 0.04191521543543786, "lr": 0.002, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 224.25, "rpn/num_pos_anchors": 31.75, "time": 0.8421555368695408, "total_loss": 0.5083679316448979}
{"data_time": 0.029587920987978578, "eta_seconds": 12431.218461879296, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.11633333333333334, "fast_rcnn/fg_cls_accuracy": 0.8471354166666667, "iteration": 38599, "loss_box_reg": 0.2954995110630989, "loss_cls": 0.14271201565861702, "loss_rpn_cls": 0.01596401381539181, "loss_rpn_loc": 0.04458245437126607, "lr": 0.002, "roi_head/num_bg_samples": 386.75, "roi_head/num_fg_samples": 125.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8368402237538248, "total_loss": 0.5003983026690548}
{"data_time": 0.031697857193648815, "eta_seconds": 12404.453345468966, "fast_rcnn/cls_accuracy": 0.93408203125, "fast_rcnn/false_negative": 0.1329087130541872, "fast_rcnn/fg_cls_accuracy": 0.8413654618473896, "iteration": 38619, "loss_box_reg": 0.29590421356260777, "loss_cls": 0.1444221050478518, "loss_rpn_cls": 0.01592094189254567, "loss_rpn_loc": 0.04368479223921895, "lr": 0.002, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.8390933065675199, "total_loss": 0.49677969522599597}
{"data_time": 0.0344632298219949, "eta_seconds": 12378.550934479572, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.11184694628403238, "fast_rcnn/fg_cls_accuracy": 0.8878038194444444, "iteration": 38639, "loss_box_reg": 0.28856800124049187, "loss_cls": 0.1367542794905603, "loss_rpn_cls": 0.014405991125386208, "loss_rpn_loc": 0.041247610468417406, "lr": 0.002, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.8367322012782097, "total_loss": 0.4881608306604903}
{"data_time": 0.02449865872040391, "eta_seconds": 12349.354574364843, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.10280437138728324, "fast_rcnn/fg_cls_accuracy": 0.8815738215816127, "iteration": 38659, "loss_box_reg": 0.2987871374934912, "loss_cls": 0.1450958400964737, "loss_rpn_cls": 0.01404493827430997, "loss_rpn_loc": 0.04333388933446258, "lr": 0.002, "roi_head/num_bg_samples": 386.5, "roi_head/num_fg_samples": 125.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8455468975007534, "total_loss": 0.49795371484651696}
{"data_time": 0.024721483467146754, "eta_seconds": 12320.474786843872, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.12343871469292564, "fast_rcnn/fg_cls_accuracy": 0.8680199795081966, "iteration": 38679, "loss_box_reg": 0.2854234566912055, "loss_cls": 0.132130763027817, "loss_rpn_cls": 0.015262787521351129, "loss_rpn_loc": 0.04093915305566043, "lr": 0.002, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8408495038747787, "total_loss": 0.46776046679588035}
{"data_time": 0.03305507777258754, "eta_seconds": 12292.778257417493, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.13627524563318777, "fast_rcnn/fg_cls_accuracy": 0.859375, "iteration": 38699, "loss_box_reg": 0.2921009408310056, "loss_cls": 0.14169774763286114, "loss_rpn_cls": 0.01740853780938778, "loss_rpn_loc": 0.04674156627152115, "lr": 0.002, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8448068243451416, "total_loss": 0.49595443974249065}
{"data_time": 0.030186975840479136, "eta_seconds": 12259.382522695, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.12457540760869565, "fast_rcnn/fg_cls_accuracy": 0.8400249677835052, "iteration": 38719, "loss_box_reg": 0.29545871168375015, "loss_cls": 0.1454835101030767, "loss_rpn_cls": 0.01644235804269556, "loss_rpn_loc": 0.04565389978233725, "lr": 0.002, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8438017833977938, "total_loss": 0.5043275570205878}
{"data_time": 0.028852735413238406, "eta_seconds": 12217.659209701465, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.10324074074074074, "fast_rcnn/fg_cls_accuracy": 0.8781883028656127, "iteration": 38739, "loss_box_reg": 0.2916999263688922, "loss_cls": 0.1360144077334553, "loss_rpn_cls": 0.013506653544027358, "loss_rpn_loc": 0.04217282449826598, "lr": 0.002, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8467478980310261, "total_loss": 0.4807023489556741}
{"data_time": 0.028205560985952616, "eta_seconds": 12192.054181041894, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.12409593340611354, "fast_rcnn/fg_cls_accuracy": 0.853515625, "iteration": 38759, "loss_box_reg": 0.3044911306351423, "loss_cls": 0.13865384552627802, "loss_rpn_cls": 0.017097695177653804, "loss_rpn_loc": 0.0407555487472564, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8445757341105491, "total_loss": 0.49569151806645095}
{"data_time": 0.02342197811231017, "eta_seconds": 12147.314310949761, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.12347560975609756, "fast_rcnn/fg_cls_accuracy": 0.8550071022727272, "iteration": 38779, "loss_box_reg": 0.3027125196531415, "loss_cls": 0.14517065230756998, "loss_rpn_cls": 0.015512101657805033, "loss_rpn_loc": 0.0428944148006849, "lr": 0.002, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8419459136202931, "total_loss": 0.5136954601184698}
{"data_time": 0.02852777484804392, "eta_seconds": 12095.605635519605, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.13671875, "fast_rcnn/fg_cls_accuracy": 0.8418871929190752, "iteration": 38799, "loss_box_reg": 0.30393612291663885, "loss_cls": 0.13795486581511796, "loss_rpn_cls": 0.01657631369016599, "loss_rpn_loc": 0.045602253871038556, "lr": 0.002, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8456314601935446, "total_loss": 0.4962897018122021}
{"data_time": 0.03034622920677066, "eta_seconds": 12038.47286110511, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.12217460558252427, "fast_rcnn/fg_cls_accuracy": 0.828125, "iteration": 38819, "loss_box_reg": 0.2811817182227969, "loss_cls": 0.13624337641522288, "loss_rpn_cls": 0.015507643518503755, "loss_rpn_loc": 0.04206381586845964, "lr": 0.002, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.8427140628919005, "total_loss": 0.4879476919886656}
{"data_time": 0.031057690968737006, "eta_seconds": 11990.406280308962, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.11247818845177665, "fast_rcnn/fg_cls_accuracy": 0.8733702737940026, "iteration": 38839, "loss_box_reg": 0.28598807100206614, "loss_cls": 0.1311401310376823, "loss_rpn_cls": 0.016465664084535092, "loss_rpn_loc": 0.0442421599291265, "lr": 0.002, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8345284415408969, "total_loss": 0.4746584488020744}
{"data_time": 0.02976806042715907, "eta_seconds": 11926.832710838411, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.13077158603796693, "fast_rcnn/fg_cls_accuracy": 0.838276836158192, "iteration": 38859, "loss_box_reg": 0.2963155983015895, "loss_cls": 0.14163021161220968, "loss_rpn_cls": 0.014576745306840166, "loss_rpn_loc": 0.04303326446097344, "lr": 0.002, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8411190540064126, "total_loss": 0.4988008174987044}
{"data_time": 0.03148674126714468, "eta_seconds": 11868.797940562712, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.11703530844155843, "fast_rcnn/fg_cls_accuracy": 0.8409327651515152, "iteration": 38879, "loss_box_reg": 0.2987828403711319, "loss_cls": 0.14875293569639325, "loss_rpn_cls": 0.016018494934542105, "loss_rpn_loc": 0.04341471893712878, "lr": 0.002, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8402113462798297, "total_loss": 0.5111862299818313}
{"data_time": 0.023457586765289307, "eta_seconds": 11804.15279295668, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.12501050226008636, "fast_rcnn/fg_cls_accuracy": 0.8633332777675907, "iteration": 38899, "loss_box_reg": 0.28629338555037975, "loss_cls": 0.14279059320688248, "loss_rpn_cls": 0.01814454875420779, "loss_rpn_loc": 0.04287012404529378, "lr": 0.002, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8426193562336266, "total_loss": 0.4955582682741806}
{"data_time": 0.025395086966454983, "eta_seconds": 11747.268982412294, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.109375, "fast_rcnn/fg_cls_accuracy": 0.8510472584355828, "iteration": 38919, "loss_box_reg": 0.296474683098495, "loss_cls": 0.14786040969192982, "loss_rpn_cls": 0.016788839362561703, "loss_rpn_loc": 0.04751614457927644, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.83997672656551, "total_loss": 0.519444687422947}
{"data_time": 0.028997072484344244, "eta_seconds": 11692.599656000966, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.1336708239910314, "fast_rcnn/fg_cls_accuracy": 0.8407552083333334, "iteration": 38939, "loss_box_reg": 0.289511872921139, "loss_cls": 0.13870689366012812, "loss_rpn_cls": 0.014541648444719613, "loss_rpn_loc": 0.04299792752135545, "lr": 0.002, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.841727311257273, "total_loss": 0.4887320865818765}
{"data_time": 0.027722451835870743, "eta_seconds": 11653.175190741662, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.08984375, "fast_rcnn/fg_cls_accuracy": 0.8941327958795208, "iteration": 38959, "loss_box_reg": 0.2859505550004542, "loss_cls": 0.13971253321506083, "loss_rpn_cls": 0.016861962765688077, "loss_rpn_loc": 0.048036154359579086, "lr": 0.002, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8442656314000487, "total_loss": 0.4959647775394842}
{"data_time": 0.03178174025379121, "eta_seconds": 11591.685747433221, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.11652057926829268, "fast_rcnn/fg_cls_accuracy": 0.8687118902439024, "iteration": 38979, "loss_box_reg": 0.29148662835359573, "loss_cls": 0.14209962030872703, "loss_rpn_cls": 0.016752691779402085, "loss_rpn_loc": 0.04579460481181741, "lr": 0.002, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8412988330237567, "total_loss": 0.49862651029252447}
{"data_time": 0.024974070955067873, "eta_seconds": 11554.819073764142, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.11981823979591837, "fast_rcnn/fg_cls_accuracy": 0.8737244897959184, "iteration": 38999, "loss_box_reg": 0.3106703404337168, "loss_cls": 0.14626656100153923, "loss_rpn_cls": 0.0168481990986038, "loss_rpn_loc": 0.04514688113704324, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.8412192880641669, "total_loss": 0.5227465567877516}
{"data_time": 0.02285100449807942, "eta_seconds": 11525.037343869917, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.1336976600985222, "fast_rcnn/fg_cls_accuracy": 0.8340139140955838, "iteration": 39019, "loss_box_reg": 0.2812982522882521, "loss_cls": 0.13899821764789522, "loss_rpn_cls": 0.015703875425970182, "loss_rpn_loc": 0.04249911702936515, "lr": 0.002, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8408887449186295, "total_loss": 0.48021051986142993}
{"data_time": 0.027769015869125724, "eta_seconds": 11498.459964198992, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.12862723214285715, "fast_rcnn/fg_cls_accuracy": 0.8522019919078743, "iteration": 39039, "loss_box_reg": 0.30410209111869335, "loss_cls": 0.1458320366218686, "loss_rpn_cls": 0.015574249438941479, "loss_rpn_loc": 0.04015482927206904, "lr": 0.002, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.8426156600471586, "total_loss": 0.5008942694257712}
{"data_time": 0.02534537692554295, "eta_seconds": 11464.851732655661, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.11328125, "fast_rcnn/fg_cls_accuracy": 0.870840713562753, "iteration": 39059, "loss_box_reg": 0.28902809135615826, "loss_cls": 0.14211967727169394, "loss_rpn_cls": 0.0164548319298774, "loss_rpn_loc": 0.04303696472197771, "lr": 0.002, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8328483030200005, "total_loss": 0.4859745943394955}
{"data_time": 0.025555544532835484, "eta_seconds": 11424.892044945154, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.10225637117940903, "fast_rcnn/fg_cls_accuracy": 0.8765071358267716, "iteration": 39079, "loss_box_reg": 0.29065717197954655, "loss_cls": 0.13467143010348082, "loss_rpn_cls": 0.014383703819476068, "loss_rpn_loc": 0.04355585447046906, "lr": 0.002, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8385995884891599, "total_loss": 0.48321982350898907}
{"data_time": 0.026843336410820484, "eta_seconds": 11392.630541244987, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.12042711452095808, "fast_rcnn/fg_cls_accuracy": 0.8671875, "iteration": 39099, "loss_box_reg": 0.2907484173774719, "loss_cls": 0.13791887136176229, "loss_rpn_cls": 0.015474811698368285, "loss_rpn_loc": 0.04130324797006324, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8390700584277511, "total_loss": 0.4836979589163093}
{"data_time": 0.021945318207144737, "eta_seconds": 11362.25115620112, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8703294836956521, "iteration": 39119, "loss_box_reg": 0.3031026152893901, "loss_cls": 0.1419731038622558, "loss_rpn_cls": 0.013928379950812086, "loss_rpn_loc": 0.04029851732775569, "lr": 0.002, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.839757464826107, "total_loss": 0.49503800297679845}
{"data_time": 0.028516771038994193, "eta_seconds": 11338.755190261872, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.12372090690208667, "fast_rcnn/fg_cls_accuracy": 0.8566046678870293, "iteration": 39139, "loss_box_reg": 0.2936689262278378, "loss_cls": 0.1375211353879422, "loss_rpn_cls": 0.015396285059978254, "loss_rpn_loc": 0.04102004913147539, "lr": 0.002, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8395620945375413, "total_loss": 0.49341527264914475}
{"data_time": 0.0390510109718889, "eta_seconds": 11312.534970140783, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.12525303643724695, "fast_rcnn/fg_cls_accuracy": 0.859375, "iteration": 39159, "loss_box_reg": 0.2948658410459757, "loss_cls": 0.13336263969540596, "loss_rpn_cls": 0.01402062446140917, "loss_rpn_loc": 0.04121159977512434, "lr": 0.002, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8398576944600791, "total_loss": 0.4917479353171075}
{"data_time": 0.0213407794944942, "eta_seconds": 11283.291897244519, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.12429189492031872, "fast_rcnn/fg_cls_accuracy": 0.8576184468741239, "iteration": 39179, "loss_box_reg": 0.2915091225877404, "loss_cls": 0.13661605305969715, "loss_rpn_cls": 0.015875487122684717, "loss_rpn_loc": 0.0449478542432189, "lr": 0.002, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8447194760665298, "total_loss": 0.48684144689468667}
{"data_time": 0.01912494981661439, "eta_seconds": 11255.661564314505, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.1171875, "fast_rcnn/fg_cls_accuracy": 0.8759615384615385, "iteration": 39199, "loss_box_reg": 0.28606075467541814, "loss_cls": 0.13608062081038952, "loss_rpn_cls": 0.01701245259027928, "loss_rpn_loc": 0.0419734965544194, "lr": 0.002, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8401605773251504, "total_loss": 0.49430464184843004}
{"data_time": 0.02633986109867692, "eta_seconds": 11232.153484553564, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.10560969716494845, "fast_rcnn/fg_cls_accuracy": 0.8853405708874459, "iteration": 39219, "loss_box_reg": 0.2893030568957329, "loss_cls": 0.1413838341832161, "loss_rpn_cls": 0.016241525969235227, "loss_rpn_loc": 0.044057854101993144, "lr": 0.002, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.845066633541137, "total_loss": 0.4962012158794096}
{"data_time": 0.030464707873761654, "eta_seconds": 11209.445776410168, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.12702876082540362, "fast_rcnn/fg_cls_accuracy": 0.8433261303191489, "iteration": 39239, "loss_box_reg": 0.2911809915676713, "loss_cls": 0.14586365316063166, "loss_rpn_cls": 0.014811152854235843, "loss_rpn_loc": 0.04373946902342141, "lr": 0.002, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8420216827653348, "total_loss": 0.49556595944886794}
{"data_time": 0.028199817053973675, "eta_seconds": 11183.153056527954, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.14863564311594202, "fast_rcnn/fg_cls_accuracy": 0.849411231884058, "iteration": 39259, "loss_box_reg": 0.31433186773210764, "loss_cls": 0.149469708558172, "loss_rpn_cls": 0.017676388408290222, "loss_rpn_loc": 0.0483506394084543, "lr": 0.002, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8380087164696306, "total_loss": 0.5308278450538637}
{"data_time": 0.02726650144904852, "eta_seconds": 11157.253912966233, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.107421875, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 39279, "loss_box_reg": 0.29634625976905227, "loss_cls": 0.13661095267161727, "loss_rpn_cls": 0.014584406002541073, "loss_rpn_loc": 0.04167178610805422, "lr": 0.002, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.8429184386041015, "total_loss": 0.4897497467609355}
{"data_time": 0.028554898453876376, "eta_seconds": 11135.849479665281, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1169693845177665, "fast_rcnn/fg_cls_accuracy": 0.8630131740196079, "iteration": 39299, "loss_box_reg": 0.2906551016494632, "loss_cls": 0.13738894159905612, "loss_rpn_cls": 0.016180946069653146, "loss_rpn_loc": 0.043783297878690064, "lr": 0.002, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8412321249488741, "total_loss": 0.49961098325729836}
{"data_time": 0.026177468476817012, "eta_seconds": 11111.564655320952, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.10926768543956045, "fast_rcnn/fg_cls_accuracy": 0.8677372351405501, "iteration": 39319, "loss_box_reg": 0.2903670184314251, "loss_cls": 0.1379159630741924, "loss_rpn_cls": 0.014186639891704544, "loss_rpn_loc": 0.044819119037128985, "lr": 0.002, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.837482115952298, "total_loss": 0.49167164889513515}
{"data_time": 0.023078829748556018, "eta_seconds": 11090.308848105837, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.11080258534136546, "fast_rcnn/fg_cls_accuracy": 0.8596870377218935, "iteration": 39339, "loss_box_reg": 0.2851475765928626, "loss_cls": 0.12828259356319904, "loss_rpn_cls": 0.014797274430748075, "loss_rpn_loc": 0.0433077632333152, "lr": 0.002, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.8383110235445201, "total_loss": 0.471966285695089}
{"data_time": 0.02899785526096821, "eta_seconds": 11070.68246877892, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.12354403409090908, "fast_rcnn/fg_cls_accuracy": 0.83203125, "iteration": 39359, "loss_box_reg": 0.28852758184075356, "loss_cls": 0.1394962789490819, "loss_rpn_cls": 0.014545967162121087, "loss_rpn_loc": 0.044813678483478725, "lr": 0.002, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 198.75, "rpn/num_pos_anchors": 57.25, "time": 0.8414880165364593, "total_loss": 0.4908300993120065}
{"data_time": 0.027184379752725363, "eta_seconds": 11050.075257586781, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.10175398284313725, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 39379, "loss_box_reg": 0.28980803303420544, "loss_cls": 0.14549954724498093, "loss_rpn_cls": 0.015347406239015982, "loss_rpn_loc": 0.043586490326561034, "lr": 0.002, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8383530445862561, "total_loss": 0.49092362518422306}
{"data_time": 0.029220762196928263, "eta_seconds": 11029.27127661137, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.10179282868525896, "fast_rcnn/fg_cls_accuracy": 0.8557766367137356, "iteration": 39399, "loss_box_reg": 0.2990312250331044, "loss_cls": 0.14052304136566818, "loss_rpn_cls": 0.01597066191607155, "loss_rpn_loc": 0.043404091615229845, "lr": 0.002, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8395078026223928, "total_loss": 0.5046182387741283}
{"data_time": 0.028066924540326, "eta_seconds": 11006.615470147226, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.11834275265957447, "fast_rcnn/fg_cls_accuracy": 0.8627783495508983, "iteration": 39419, "loss_box_reg": 0.28811428463086486, "loss_cls": 0.13798023108392954, "loss_rpn_cls": 0.01593174932349939, "loss_rpn_loc": 0.04434524069074541, "lr": 0.002, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8355934314895421, "total_loss": 0.49224394172779284}
{"data_time": 0.021796117536723614, "eta_seconds": 10986.355181189952, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.09629647943037975, "fast_rcnn/fg_cls_accuracy": 0.873046875, "iteration": 39439, "loss_box_reg": 0.29921162221580744, "loss_cls": 0.1373139361385256, "loss_rpn_cls": 0.013609529618406668, "loss_rpn_loc": 0.04321139957755804, "lr": 0.002, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8416341908741742, "total_loss": 0.49133566769887693}
{"data_time": 0.032120954943820834, "eta_seconds": 10968.157780112, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.13197544642857142, "fast_rcnn/fg_cls_accuracy": 0.8176681455761317, "iteration": 39459, "loss_box_reg": 0.28548333514481783, "loss_cls": 0.13913984689861536, "loss_rpn_cls": 0.016397337923990563, "loss_rpn_loc": 0.045188240823335946, "lr": 0.002, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8404799334239215, "total_loss": 0.4930438027222408}
{"data_time": 0.02637733845040202, "eta_seconds": 10951.336742185289, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.12023711622807018, "fast_rcnn/fg_cls_accuracy": 0.8739911009933774, "iteration": 39479, "loss_box_reg": 0.29210243560373783, "loss_cls": 0.14497016556560993, "loss_rpn_cls": 0.017788180790375918, "loss_rpn_loc": 0.04530093562789261, "lr": 0.002, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.8409221072215587, "total_loss": 0.5008812557498459}
{"data_time": 0.02555516455322504, "eta_seconds": 10933.603683974827, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.1279976603626438, "fast_rcnn/fg_cls_accuracy": 0.870026055052376, "iteration": 39499, "loss_box_reg": 0.2976962886750698, "loss_cls": 0.1491194819100201, "loss_rpn_cls": 0.014707381065818481, "loss_rpn_loc": 0.042957997298799455, "lr": 0.002, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8433340711053461, "total_loss": 0.5117040588229429}
{"data_time": 0.02796085481531918, "eta_seconds": 10916.162364730379, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.1143329326923077, "fast_rcnn/fg_cls_accuracy": 0.8775483630952381, "iteration": 39519, "loss_box_reg": 0.28773180302232504, "loss_cls": 0.1323748049326241, "loss_rpn_cls": 0.012424875749275088, "loss_rpn_loc": 0.042546308774035424, "lr": 0.002, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8392047695815563, "total_loss": 0.4784835576938349}
{"data_time": 0.018381776986643672, "eta_seconds": 10899.54830400832, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.11187243852459017, "fast_rcnn/fg_cls_accuracy": 0.8715651513232874, "iteration": 39539, "loss_box_reg": 0.29679314512759447, "loss_cls": 0.1405919180251658, "loss_rpn_cls": 0.01592353926389478, "loss_rpn_loc": 0.041506699519231915, "lr": 0.002, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8418170586228371, "total_loss": 0.491350862532272}
{"data_time": 0.020787380868569016, "eta_seconds": 10882.226708438247, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.120677102293411, "fast_rcnn/fg_cls_accuracy": 0.8525730721393034, "iteration": 39559, "loss_box_reg": 0.28151627723127604, "loss_cls": 0.13500500610098243, "loss_rpn_cls": 0.013786355950287543, "loss_rpn_loc": 0.04229063226375729, "lr": 0.002, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8377561969682574, "total_loss": 0.48010054088081233}
{"data_time": 0.026102217379957438, "eta_seconds": 10865.085079832235, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.10936721474838067, "fast_rcnn/fg_cls_accuracy": 0.8575440503691625, "iteration": 39579, "loss_box_reg": 0.29466470051556826, "loss_cls": 0.1418098344001919, "loss_rpn_cls": 0.014623776398366317, "loss_rpn_loc": 0.044694432988762856, "lr": 0.002, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8356881248764694, "total_loss": 0.49020936293527484}
{"data_time": 0.027755982941016555, "eta_seconds": 10849.820022798143, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.11653645833333334, "fast_rcnn/fg_cls_accuracy": 0.8520459467821782, "iteration": 39599, "loss_box_reg": 0.3075373210012913, "loss_cls": 0.1472319308668375, "loss_rpn_cls": 0.01725520817853976, "loss_rpn_loc": 0.041902447352185845, "lr": 0.002, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.847133623668924, "total_loss": 0.5031178795325104}
{"data_time": 0.02861338760703802, "eta_seconds": 10833.79469253472, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.11585755349728522, "fast_rcnn/fg_cls_accuracy": 0.861328125, "iteration": 39619, "loss_box_reg": 0.2897584196180105, "loss_cls": 0.135601956397295, "loss_rpn_cls": 0.01337773552222643, "loss_rpn_loc": 0.04137582506518811, "lr": 0.002, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 226.0, "rpn/num_pos_anchors": 30.0, "time": 0.8444112704601139, "total_loss": 0.4887308345641941}
{"data_time": 0.020493235671892762, "eta_seconds": 10817.671766955871, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.12425031565656566, "fast_rcnn/fg_cls_accuracy": 0.8487870065789473, "iteration": 39639, "loss_box_reg": 0.2953915363177657, "loss_cls": 0.13006998132914305, "loss_rpn_cls": 0.014604786352720112, "loss_rpn_loc": 0.039511634735390544, "lr": 0.002, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8415820130612701, "total_loss": 0.47891740514023695}
{"data_time": 0.021611086558550596, "eta_seconds": 10800.562469994882, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.10756203890006708, "fast_rcnn/fg_cls_accuracy": 0.8766285691995631, "iteration": 39659, "loss_box_reg": 0.283110985532403, "loss_cls": 0.13274786807596684, "loss_rpn_cls": 0.01605011943320278, "loss_rpn_loc": 0.04285982885630801, "lr": 0.002, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8476609699428082, "total_loss": 0.4795352460932918}
{"data_time": 0.026725568808615208, "eta_seconds": 10784.477434961824, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.154296875, "fast_rcnn/fg_cls_accuracy": 0.8285924145299146, "iteration": 39679, "loss_box_reg": 0.2953547900542617, "loss_cls": 0.13509553857147694, "loss_rpn_cls": 0.016089965392893646, "loss_rpn_loc": 0.04377958842087537, "lr": 0.002, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.843481782823801, "total_loss": 0.4886135653941892}
{"data_time": 0.018009221414104104, "eta_seconds": 10766.509266294306, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.11160714285714285, "fast_rcnn/fg_cls_accuracy": 0.8794642857142857, "iteration": 39699, "loss_box_reg": 0.2780680041760206, "loss_cls": 0.13552940147928894, "loss_rpn_cls": 0.017007913149427623, "loss_rpn_loc": 0.042224824195727706, "lr": 0.002, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8365485135000199, "total_loss": 0.4714304542867467}
{"data_time": 0.02363663911819458, "eta_seconds": 10749.324691481423, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.11216517857142858, "fast_rcnn/fg_cls_accuracy": 0.8610884777607362, "iteration": 39719, "loss_box_reg": 0.29819883592426777, "loss_cls": 0.14050361420959234, "loss_rpn_cls": 0.013472019869368523, "loss_rpn_loc": 0.0410270185675472, "lr": 0.002, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8432680414989591, "total_loss": 0.49617231606680434}
{"data_time": 0.019983653910458088, "eta_seconds": 10731.15691674943, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.12780975877192982, "fast_rcnn/fg_cls_accuracy": 0.8721902412280702, "iteration": 39739, "loss_box_reg": 0.29431361332535744, "loss_cls": 0.14006158453412354, "loss_rpn_cls": 0.015370970329968259, "loss_rpn_loc": 0.04202033800538629, "lr": 0.002, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8381008773576468, "total_loss": 0.4966927476634737}
{"data_time": 0.027592441998422146, "eta_seconds": 10714.338239660254, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.11043360433604335, "fast_rcnn/fg_cls_accuracy": 0.8689587550607287, "iteration": 39759, "loss_box_reg": 0.288469412131235, "loss_cls": 0.13919598469510674, "loss_rpn_cls": 0.015101566823432222, "loss_rpn_loc": 0.04408011445775628, "lr": 0.002, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8492910768836737, "total_loss": 0.49719036696478724}
{"data_time": 0.0269521230366081, "eta_seconds": 10697.649483622052, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.13562565667683996, "fast_rcnn/fg_cls_accuracy": 0.8558779761904762, "iteration": 39779, "loss_box_reg": 0.28924235980957747, "loss_cls": 0.14044552203267813, "loss_rpn_cls": 0.016242199591943063, "loss_rpn_loc": 0.043063577613793314, "lr": 0.002, "roi_head/num_bg_samples": 384.75, "roi_head/num_fg_samples": 127.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8444123596418649, "total_loss": 0.49064166510652285}
{"data_time": 0.02567660389468074, "eta_seconds": 10680.901397207752, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.10923295454545454, "fast_rcnn/fg_cls_accuracy": 0.8907670454545454, "iteration": 39799, "loss_box_reg": 0.28778416384011507, "loss_cls": 0.1358278887346387, "loss_rpn_cls": 0.017724811554217013, "loss_rpn_loc": 0.04678988247178495, "lr": 0.002, "roi_head/num_bg_samples": 416.25, "roi_head/num_fg_samples": 95.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8502566930837929, "total_loss": 0.487441386867431}
{"data_time": 0.029606832889840007, "eta_seconds": 10663.882208392723, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.10171274038461539, "fast_rcnn/fg_cls_accuracy": 0.8749767886038677, "iteration": 39819, "loss_box_reg": 0.29275618959218264, "loss_cls": 0.1406331874895841, "loss_rpn_cls": 0.014466144988546148, "loss_rpn_loc": 0.04391903372015804, "lr": 0.002, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.840495464624837, "total_loss": 0.4971705858479254}
{"data_time": 0.02296522189863026, "eta_seconds": 10647.555495228386, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.10462740384615385, "fast_rcnn/fg_cls_accuracy": 0.8694911858974359, "iteration": 39839, "loss_box_reg": 0.29683974757790565, "loss_cls": 0.1412682046648115, "loss_rpn_cls": 0.014815562928561121, "loss_rpn_loc": 0.04747549234889448, "lr": 0.002, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.841391701484099, "total_loss": 0.5013856961741112}
{"data_time": 0.02942858962342143, "eta_seconds": 10630.905714244582, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.11401515151515151, "fast_rcnn/fg_cls_accuracy": 0.8859848484848485, "iteration": 39859, "loss_box_reg": 0.30185247771441936, "loss_cls": 0.1394972000271082, "loss_rpn_cls": 0.014860734270769171, "loss_rpn_loc": 0.04201844276394695, "lr": 0.002, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8419046450871974, "total_loss": 0.49863139250373933}
{"data_time": 0.026348953135311604, "eta_seconds": 10615.520515053766, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.146484375, "fast_rcnn/fg_cls_accuracy": 0.830078125, "iteration": 39879, "loss_box_reg": 0.3021585214883089, "loss_cls": 0.13881597621366382, "loss_rpn_cls": 0.015207094431389123, "loss_rpn_loc": 0.03998217626940459, "lr": 0.002, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.8468201493378729, "total_loss": 0.5021812562190462}
{"data_time": 0.024512347066774964, "eta_seconds": 10599.226574016968, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.09480513649425287, "fast_rcnn/fg_cls_accuracy": 0.901171875, "iteration": 39899, "loss_box_reg": 0.2835995675995946, "loss_cls": 0.14211848191916943, "loss_rpn_cls": 0.014883495343383402, "loss_rpn_loc": 0.04244700068375096, "lr": 0.002, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8475935505703092, "total_loss": 0.4823452757264022}
{"data_time": 0.02890772162936628, "eta_seconds": 10582.157569401432, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.11109374999999999, "fast_rcnn/fg_cls_accuracy": 0.8456290728672986, "iteration": 39919, "loss_box_reg": 0.29462446924299, "loss_cls": 0.14211805444210768, "loss_rpn_cls": 0.015243142974213697, "loss_rpn_loc": 0.041962540097301826, "lr": 0.002, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 195.75, "rpn/num_pos_anchors": 60.25, "time": 0.8380939217749983, "total_loss": 0.49872196768410504}
{"data_time": 0.031187664484605193, "eta_seconds": 10564.907707290491, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.1029359112065879, "fast_rcnn/fg_cls_accuracy": 0.8544973544973544, "iteration": 39939, "loss_box_reg": 0.28243740228936076, "loss_cls": 0.1351383705623448, "loss_rpn_cls": 0.0158070873003453, "loss_rpn_loc": 0.0426780175184831, "lr": 0.002, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.8413511284161359, "total_loss": 0.47572936257347465}
{"data_time": 0.024306840263307095, "eta_seconds": 10546.151468768483, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.1142515042360091, "fast_rcnn/fg_cls_accuracy": 0.8765319059022397, "iteration": 39959, "loss_box_reg": 0.2917746026068926, "loss_cls": 0.13848542189225554, "loss_rpn_cls": 0.015356651332695037, "loss_rpn_loc": 0.0441712326137349, "lr": 0.002, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8359598321840167, "total_loss": 0.49148926328052767}
{"data_time": 0.019559347769245505, "eta_seconds": 10529.332791679306, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.10671062138728324, "fast_rcnn/fg_cls_accuracy": 0.86328125, "iteration": 39979, "loss_box_reg": 0.2899605259299278, "loss_cls": 0.13709006225690246, "loss_rpn_cls": 0.013871295290300623, "loss_rpn_loc": 0.04067565390141681, "lr": 0.002, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.8418208945076913, "total_loss": 0.4892776756314561}
{"data_time": 0.02762130252085626, "eta_seconds": 10511.995815399801, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.11265851449275363, "fast_rcnn/fg_cls_accuracy": 0.8686899038461539, "iteration": 39999, "loss_box_reg": 0.28978039510548115, "loss_cls": 0.13952257111668587, "loss_rpn_cls": 0.01599486341001466, "loss_rpn_loc": 0.04178846185095608, "lr": 0.002, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8402908430434763, "total_loss": 0.486984089424368}
{"data_time": 0.02307225437834859, "eta_seconds": 10495.695437500952, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.13333333333333333, "fast_rcnn/fg_cls_accuracy": 0.8546985815602837, "iteration": 40019, "loss_box_reg": 0.29447262547910213, "loss_cls": 0.14583366340957582, "loss_rpn_cls": 0.01689645387523342, "loss_rpn_loc": 0.046581598930060863, "lr": 0.002, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 203.5, "rpn/num_pos_anchors": 52.5, "time": 0.8437573909759521, "total_loss": 0.5089396670082351}
{"data_time": 0.03627893375232816, "eta_seconds": 10479.073483237997, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.10906543531454732, "fast_rcnn/fg_cls_accuracy": 0.8812278507400458, "iteration": 40039, "loss_box_reg": 0.2986985268071294, "loss_cls": 0.14271411253139377, "loss_rpn_cls": 0.015848641880438663, "loss_rpn_loc": 0.04360567522235215, "lr": 0.002, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8535229673143476, "total_loss": 0.5022861966135679}
{"data_time": 0.04845535638742149, "eta_seconds": 10468.271348520415, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.12109375, "fast_rcnn/fg_cls_accuracy": 0.8663161057692308, "iteration": 40059, "loss_box_reg": 0.2872113334015012, "loss_cls": 0.13577902829274535, "loss_rpn_cls": 0.014111981879977975, "loss_rpn_loc": 0.043565206753555685, "lr": 0.002, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.897085975157097, "total_loss": 0.48142735964938765}
{"data_time": 0.04434322356246412, "eta_seconds": 10457.490576190408, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.13194023058252427, "fast_rcnn/fg_cls_accuracy": 0.8539317281316672, "iteration": 40079, "loss_box_reg": 0.27792773209512234, "loss_cls": 0.12866858392953873, "loss_rpn_cls": 0.016489569752593525, "loss_rpn_loc": 0.04319873661734164, "lr": 0.002, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.9131502856034786, "total_loss": 0.46371570668998174}
{"data_time": 0.04667783179320395, "eta_seconds": 10447.996761876624, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.14570560618613643, "fast_rcnn/fg_cls_accuracy": 0.82421875, "iteration": 40099, "loss_box_reg": 0.29186577443033457, "loss_cls": 0.13893098291009665, "loss_rpn_cls": 0.013681807351531461, "loss_rpn_loc": 0.044095262652263045, "lr": 0.002, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.9044930089730769, "total_loss": 0.4968560111592524}
{"data_time": 0.053860208950936794, "eta_seconds": 10436.283468018053, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.109375, "fast_rcnn/fg_cls_accuracy": 0.8885898109243697, "iteration": 40119, "loss_box_reg": 0.29590123053640127, "loss_cls": 0.13814809545874596, "loss_rpn_cls": 0.016037941677495837, "loss_rpn_loc": 0.04387280473019928, "lr": 0.002, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.9055609556380659, "total_loss": 0.48732227373693604}
{"data_time": 0.05268207401968539, "eta_seconds": 10424.713397213025, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.14016685956790123, "fast_rcnn/fg_cls_accuracy": 0.8355035665593076, "iteration": 40139, "loss_box_reg": 0.30091965291649103, "loss_cls": 0.13849198631942272, "loss_rpn_cls": 0.014941108063794672, "loss_rpn_loc": 0.045416036853566766, "lr": 0.002, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9143651758786291, "total_loss": 0.5035233386442997}
{"data_time": 0.04892159719020128, "eta_seconds": 10413.020188762806, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.1093851752537828, "fast_rcnn/fg_cls_accuracy": 0.877340694731999, "iteration": 40159, "loss_box_reg": 0.2987406486645341, "loss_cls": 0.14299456728622317, "loss_rpn_cls": 0.015477283654036, "loss_rpn_loc": 0.044329486321657896, "lr": 0.002, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9072058938909322, "total_loss": 0.5043702774564736}
{"data_time": 0.05608527478761971, "eta_seconds": 10401.670752420556, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.11033824331696672, "fast_rcnn/fg_cls_accuracy": 0.8844629822732013, "iteration": 40179, "loss_box_reg": 0.28736685402691364, "loss_cls": 0.13282150076702237, "loss_rpn_cls": 0.016107967705465853, "loss_rpn_loc": 0.04425640625413507, "lr": 0.002, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8964405483566225, "total_loss": 0.4931247957792948}
{"data_time": 0.04001417336985469, "eta_seconds": 10391.905353392474, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.13470438936996118, "fast_rcnn/fg_cls_accuracy": 0.8607914529460228, "iteration": 40199, "loss_box_reg": 0.28329662326723337, "loss_cls": 0.1304486016742885, "loss_rpn_cls": 0.012994857621379197, "loss_rpn_loc": 0.04102372709894553, "lr": 0.002, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9034477039240301, "total_loss": 0.47173072314762976}
{"data_time": 0.07113593863323331, "eta_seconds": 10380.097192586865, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.13727910602910603, "fast_rcnn/fg_cls_accuracy": 0.8608304297328688, "iteration": 40219, "loss_box_reg": 0.2908884799107909, "loss_cls": 0.1448768489062786, "loss_rpn_cls": 0.014897712069796398, "loss_rpn_loc": 0.04121250181924552, "lr": 0.002, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.9090616735629737, "total_loss": 0.49757204161142}
{"data_time": 0.05576021643355489, "eta_seconds": 10371.576557998778, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.08984375, "fast_rcnn/fg_cls_accuracy": 0.9068842427332994, "iteration": 40239, "loss_box_reg": 0.28658077074214816, "loss_cls": 0.1366313830949366, "loss_rpn_cls": 0.014782297497731633, "loss_rpn_loc": 0.043194074532948434, "lr": 0.002, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.9109539864584804, "total_loss": 0.48810521024279296}
{"data_time": 0.049747617449611425, "eta_seconds": 10361.019585547037, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.14106721698113206, "fast_rcnn/fg_cls_accuracy": 0.8538213315217391, "iteration": 40259, "loss_box_reg": 0.2793580200523138, "loss_cls": 0.1401942812371999, "loss_rpn_cls": 0.014655740145826712, "loss_rpn_loc": 0.04440255445661023, "lr": 0.002, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9041073515545577, "total_loss": 0.49479621124919504}
{"data_time": 0.04942521685734391, "eta_seconds": 10354.031229037791, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.1094820205479452, "fast_rcnn/fg_cls_accuracy": 0.86328125, "iteration": 40279, "loss_box_reg": 0.29357322212308645, "loss_cls": 0.14336703205481172, "loss_rpn_cls": 0.01922254203236662, "loss_rpn_loc": 0.04297619132557884, "lr": 0.002, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9093324285931885, "total_loss": 0.49791453179204836}
{"data_time": 0.04975938214920461, "eta_seconds": 10345.231884804787, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.11898888587693142, "fast_rcnn/fg_cls_accuracy": 0.8742467718794835, "iteration": 40299, "loss_box_reg": 0.2986893719062209, "loss_cls": 0.13929021288640797, "loss_rpn_cls": 0.01714650030771736, "loss_rpn_loc": 0.04527282394701615, "lr": 0.002, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.9167697583325207, "total_loss": 0.49687729292782024}
{"data_time": 0.036490995436906815, "eta_seconds": 10334.51490297704, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.091796875, "fast_rcnn/fg_cls_accuracy": 0.8784202611502347, "iteration": 40319, "loss_box_reg": 0.2894120644778013, "loss_cls": 0.14161052415147424, "loss_rpn_cls": 0.01673563451913651, "loss_rpn_loc": 0.04296222561970353, "lr": 0.002, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9131996545474976, "total_loss": 0.4866332097881241}
{"data_time": 0.05840368941426277, "eta_seconds": 10327.401036047144, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.1026875, "fast_rcnn/fg_cls_accuracy": 0.8805731142014328, "iteration": 40339, "loss_box_reg": 0.2778153298422694, "loss_cls": 0.1383011625148356, "loss_rpn_cls": 0.01541767260641791, "loss_rpn_loc": 0.04344021680299193, "lr": 0.002, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.907623348524794, "total_loss": 0.4816751373873558}
{"data_time": 0.048437155317515135, "eta_seconds": 10321.11677360069, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.13188244047619047, "fast_rcnn/fg_cls_accuracy": 0.8635002920560748, "iteration": 40359, "loss_box_reg": 0.2773719569668174, "loss_cls": 0.1322367866523564, "loss_rpn_cls": 0.015912498929537833, "loss_rpn_loc": 0.043085454613901675, "lr": 0.002, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.910852879518643, "total_loss": 0.4854267968039494}
{"data_time": 0.05808944860473275, "eta_seconds": 10322.99790933542, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.10828993055555555, "fast_rcnn/fg_cls_accuracy": 0.8839605734767024, "iteration": 40379, "loss_box_reg": 0.28953683096915483, "loss_cls": 0.13796210382133722, "loss_rpn_cls": 0.013158920599380508, "loss_rpn_loc": 0.042412581969983876, "lr": 0.002, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9011573190800846, "total_loss": 0.48431668640114367}
{"data_time": 0.06384938606061041, "eta_seconds": 10318.730961911147, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.11401767418032788, "fast_rcnn/fg_cls_accuracy": 0.87940625, "iteration": 40399, "loss_box_reg": 0.27685422729700804, "loss_cls": 0.1337607833556831, "loss_rpn_cls": 0.015019999351352453, "loss_rpn_loc": 0.040011855540797114, "lr": 0.002, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9057140385266393, "total_loss": 0.47026603054837324}
{"data_time": 0.05085324263200164, "eta_seconds": 10316.478692274308, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.10510410349706893, "fast_rcnn/fg_cls_accuracy": 0.8821111355795346, "iteration": 40419, "loss_box_reg": 0.2929981127381325, "loss_cls": 0.13254550378769636, "loss_rpn_cls": 0.014168193185469136, "loss_rpn_loc": 0.041849895380437374, "lr": 0.002, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9026298115495592, "total_loss": 0.4879017912026029}
{"data_time": 0.06023437948897481, "eta_seconds": 10312.883781772107, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.1313822588582677, "fast_rcnn/fg_cls_accuracy": 0.8287904202777001, "iteration": 40439, "loss_box_reg": 0.29052510764449835, "loss_cls": 0.13633260689675808, "loss_rpn_cls": 0.016496208176249638, "loss_rpn_loc": 0.040997347328811884, "lr": 0.002, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9071482040453702, "total_loss": 0.4900878237676807}
{"data_time": 0.054863641038537025, "eta_seconds": 10319.359891479136, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.12890625, "fast_rcnn/fg_cls_accuracy": 0.8580065359477125, "iteration": 40459, "loss_box_reg": 0.28855391032993793, "loss_cls": 0.13288451451808214, "loss_rpn_cls": 0.014759667887119576, "loss_rpn_loc": 0.045426678028889, "lr": 0.002, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9092104840092361, "total_loss": 0.4811435818846803}
{"data_time": 0.05495678214356303, "eta_seconds": 10319.631432806142, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.8559283088235294, "iteration": 40479, "loss_box_reg": 0.2920830477960408, "loss_cls": 0.1413886956870556, "loss_rpn_cls": 0.01644336190656759, "loss_rpn_loc": 0.04300325037911534, "lr": 0.002, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.9046017015352845, "total_loss": 0.4908932086545974}
{"data_time": 0.04025007365271449, "eta_seconds": 10324.917865013704, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8621961805555556, "iteration": 40499, "loss_box_reg": 0.27766714710742235, "loss_cls": 0.13349102367646992, "loss_rpn_cls": 0.01723511057207361, "loss_rpn_loc": 0.04517124150879681, "lr": 0.002, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.9040577800478786, "total_loss": 0.4685469644173281}
{"data_time": 0.04170419950969517, "eta_seconds": 10333.661401263205, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.11533816425120773, "fast_rcnn/fg_cls_accuracy": 0.8562711798005915, "iteration": 40519, "loss_box_reg": 0.3030239315703511, "loss_cls": 0.14162237336859107, "loss_rpn_cls": 0.015980897180270404, "loss_rpn_loc": 0.04601448029279709, "lr": 0.002, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.9087437994312495, "total_loss": 0.5032946958381217}
{"data_time": 0.042632054537534714, "eta_seconds": 10344.741797409486, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.10704944575912317, "fast_rcnn/fg_cls_accuracy": 0.8762755102040816, "iteration": 40539, "loss_box_reg": 0.28739896044135094, "loss_cls": 0.13435035198926926, "loss_rpn_cls": 0.014339745917823166, "loss_rpn_loc": 0.04514018213376403, "lr": 0.002, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9050873916130513, "total_loss": 0.48685663954529446}
{"data_time": 0.04723100853152573, "eta_seconds": 10365.553014044417, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.1338044308632544, "fast_rcnn/fg_cls_accuracy": 0.8518387553041018, "iteration": 40559, "loss_box_reg": 0.2864757524803281, "loss_cls": 0.1353506869636476, "loss_rpn_cls": 0.016684478585375473, "loss_rpn_loc": 0.044600878027267754, "lr": 0.002, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.9061386026442051, "total_loss": 0.4845959946687799}
{"data_time": 0.04832525481469929, "eta_seconds": 10422.272899106378, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.1568873053869992, "fast_rcnn/fg_cls_accuracy": 0.8143382352941176, "iteration": 40579, "loss_box_reg": 0.2828855710104108, "loss_cls": 0.13755774544551969, "loss_rpn_cls": 0.015126508529647253, "loss_rpn_loc": 0.04345887224189937, "lr": 0.002, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8988535609096289, "total_loss": 0.483743846823927}
{"data_time": 0.0465138943400234, "eta_seconds": 10447.045543415006, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.11559274655963303, "fast_rcnn/fg_cls_accuracy": 0.8519097222222223, "iteration": 40599, "loss_box_reg": 0.2914320919662714, "loss_cls": 0.1377425561659038, "loss_rpn_cls": 0.01555916243523825, "loss_rpn_loc": 0.04141246806830168, "lr": 0.002, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.9048678111284971, "total_loss": 0.48752885157591663}
{"data_time": 0.03384895413182676, "eta_seconds": 10481.34664089419, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.12770613704819278, "fast_rcnn/fg_cls_accuracy": 0.858673601519337, "iteration": 40619, "loss_box_reg": 0.30063408613204956, "loss_cls": 0.13762263813987374, "loss_rpn_cls": 0.015527743118582293, "loss_rpn_loc": 0.04299706663005054, "lr": 0.002, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9043096781242639, "total_loss": 0.4939783031004481}
{"data_time": 0.03412308101542294, "eta_seconds": 10501.52467432688, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.12310606060606061, "fast_rcnn/fg_cls_accuracy": 0.8623704663212435, "iteration": 40639, "loss_box_reg": 0.30305767338722944, "loss_cls": 0.14599036402069032, "loss_rpn_cls": 0.017013649077853188, "loss_rpn_loc": 0.04276619458687492, "lr": 0.002, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.9069945374503732, "total_loss": 0.5024553935945733}
{"data_time": 0.04452476161532104, "eta_seconds": 10502.674367783591, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.12678571428571428, "fast_rcnn/fg_cls_accuracy": 0.8711138853092784, "iteration": 40659, "loss_box_reg": 0.2964766984805465, "loss_cls": 0.13548217248171568, "loss_rpn_cls": 0.014833138178801164, "loss_rpn_loc": 0.0422694772714749, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.9076539194211364, "total_loss": 0.4957250900042709}
{"data_time": 0.04091692948713899, "eta_seconds": 10518.908338964917, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.12274096385542169, "fast_rcnn/fg_cls_accuracy": 0.8718018550796813, "iteration": 40679, "loss_box_reg": 0.2805679147131741, "loss_cls": 0.13720503682270646, "loss_rpn_cls": 0.012908221324323677, "loss_rpn_loc": 0.04046756692696363, "lr": 0.002, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.9025086648762226, "total_loss": 0.4749863991892198}
{"data_time": 0.06075476901605725, "eta_seconds": 10524.038538218476, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.11328125, "fast_rcnn/fg_cls_accuracy": 0.8804225124979842, "iteration": 40699, "loss_box_reg": 0.28584015741944313, "loss_cls": 0.13032062724232674, "loss_rpn_cls": 0.014162807128741406, "loss_rpn_loc": 0.045365075347945094, "lr": 0.002, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9014640597160906, "total_loss": 0.4777106673864182}
{"data_time": 0.045740652596578, "eta_seconds": 10516.613199515501, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.11225048685491723, "fast_rcnn/fg_cls_accuracy": 0.8682734174388747, "iteration": 40719, "loss_box_reg": 0.29338943492621183, "loss_cls": 0.13006808701902628, "loss_rpn_cls": 0.014742615356226452, "loss_rpn_loc": 0.04402893630322069, "lr": 0.002, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8953741227742285, "total_loss": 0.4831632464338327}
{"data_time": 0.04976398544386029, "eta_seconds": 10513.309808657737, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.12446858074660766, "fast_rcnn/fg_cls_accuracy": 0.8724434248386344, "iteration": 40739, "loss_box_reg": 0.29234856367111206, "loss_cls": 0.14324653847143054, "loss_rpn_cls": 0.016102011053590104, "loss_rpn_loc": 0.04121023346669972, "lr": 0.002, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9034163330215961, "total_loss": 0.4939860566810239}
{"data_time": 0.04620877746492624, "eta_seconds": 10514.230475105112, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.1127153913551402, "fast_rcnn/fg_cls_accuracy": 0.8821365832235397, "iteration": 40759, "loss_box_reg": 0.28499152045696974, "loss_cls": 0.12613083003088832, "loss_rpn_cls": 0.013479808432748541, "loss_rpn_loc": 0.04328129248460755, "lr": 0.002, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.9071635091677308, "total_loss": 0.47020045458339155}
{"data_time": 0.05370137398131192, "eta_seconds": 10512.839777193032, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.12499598599916509, "fast_rcnn/fg_cls_accuracy": 0.8513984971374046, "iteration": 40779, "loss_box_reg": 0.2952141370624304, "loss_cls": 0.14103829907253385, "loss_rpn_cls": 0.015522483961831313, "loss_rpn_loc": 0.04021292968536727, "lr": 0.002, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 227.25, "rpn/num_pos_anchors": 28.75, "time": 0.9073998755775392, "total_loss": 0.49672047203057446}
{"data_time": 0.05439590313471854, "eta_seconds": 10510.71439698385, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.104640625, "fast_rcnn/fg_cls_accuracy": 0.8675730994152047, "iteration": 40799, "loss_box_reg": 0.28993054013699293, "loss_cls": 0.13534256955608726, "loss_rpn_cls": 0.014428322610910982, "loss_rpn_loc": 0.03928927262313664, "lr": 0.002, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9077317949850112, "total_loss": 0.49001164274523035}
{"data_time": 0.04815637250430882, "eta_seconds": 10501.38854276808, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.10970184948979592, "fast_rcnn/fg_cls_accuracy": 0.8780113367973548, "iteration": 40819, "loss_box_reg": 0.2930968217551708, "loss_cls": 0.13964301021769643, "loss_rpn_cls": 0.015013614465715364, "loss_rpn_loc": 0.04120500257704407, "lr": 0.002, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.9036135585047305, "total_loss": 0.4939398987335153}
{"data_time": 0.04672577208839357, "eta_seconds": 10489.65326916799, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.11101768210647703, "fast_rcnn/fg_cls_accuracy": 0.8808324353448276, "iteration": 40839, "loss_box_reg": 0.2828900720924139, "loss_cls": 0.1327866422943771, "loss_rpn_cls": 0.01496068894630298, "loss_rpn_loc": 0.03996647091116756, "lr": 0.002, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9085604408755898, "total_loss": 0.4770867989718681}
{"data_time": 0.05046992376446724, "eta_seconds": 10480.538523487281, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.13329754002342836, "fast_rcnn/fg_cls_accuracy": 0.8560994184436445, "iteration": 40859, "loss_box_reg": 0.2948711197823286, "loss_cls": 0.14433081983588636, "loss_rpn_cls": 0.016884692013263702, "loss_rpn_loc": 0.042774204979650676, "lr": 0.002, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.9082817283924669, "total_loss": 0.49818842599052005}
{"data_time": 0.060929639963433146, "eta_seconds": 10472.526773638325, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.11182528409090908, "fast_rcnn/fg_cls_accuracy": 0.87161487236404, "iteration": 40879, "loss_box_reg": 0.2959613027051091, "loss_cls": 0.14751742570661008, "loss_rpn_cls": 0.01770817197393626, "loss_rpn_loc": 0.040688086417503655, "lr": 0.002, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9063385077752173, "total_loss": 0.5088176897261292}
{"data_time": 0.044698796700686216, "eta_seconds": 10465.463297927286, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.12392769607843138, "fast_rcnn/fg_cls_accuracy": 0.8381368172268908, "iteration": 40899, "loss_box_reg": 0.2914250483736396, "loss_cls": 0.14322617440484464, "loss_rpn_cls": 0.015600837738020346, "loss_rpn_loc": 0.045227909460663795, "lr": 0.002, "roi_head/num_bg_samples": 402.75, "roi_head/num_fg_samples": 109.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9057713355869055, "total_loss": 0.500044593893108}
{"data_time": 0.04715838865377009, "eta_seconds": 10455.94322713674, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.11072198275862069, "fast_rcnn/fg_cls_accuracy": 0.8656727167963123, "iteration": 40919, "loss_box_reg": 0.29081325232982635, "loss_cls": 0.1317540614400059, "loss_rpn_cls": 0.014064894865441602, "loss_rpn_loc": 0.0405335770919919, "lr": 0.002, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9071601510513574, "total_loss": 0.48908201132144313}
{"data_time": 0.03629020764492452, "eta_seconds": 10446.073132945225, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.130859375, "fast_rcnn/fg_cls_accuracy": 0.8560520361990951, "iteration": 40939, "loss_box_reg": 0.2912963996641338, "loss_cls": 0.13861941266804934, "loss_rpn_cls": 0.014180813086568378, "loss_rpn_loc": 0.04293426760705188, "lr": 0.002, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9079713001847267, "total_loss": 0.4913020993844839}
{"data_time": 0.047201282577589154, "eta_seconds": 10433.565292770742, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.14660154100165107, "fast_rcnn/fg_cls_accuracy": 0.8135795754219409, "iteration": 40959, "loss_box_reg": 0.29679729510098696, "loss_cls": 0.14325141813606024, "loss_rpn_cls": 0.014325183976325206, "loss_rpn_loc": 0.04210127575788647, "lr": 0.002, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9069027190562338, "total_loss": 0.4963786898442777}
{"data_time": 0.04938639304600656, "eta_seconds": 10424.620786108542, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.13884395649779735, "fast_rcnn/fg_cls_accuracy": 0.8502810041213937, "iteration": 40979, "loss_box_reg": 0.2906520636752248, "loss_cls": 0.14275877689942718, "loss_rpn_cls": 0.016777387099864427, "loss_rpn_loc": 0.047819555969908834, "lr": 0.002, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9050370363984257, "total_loss": 0.5103324519004673}
{"data_time": 0.05404678708873689, "eta_seconds": 10412.413508247584, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.15162460774058578, "fast_rcnn/fg_cls_accuracy": 0.8352413366336633, "iteration": 40999, "loss_box_reg": 0.2950003445148468, "loss_cls": 0.14362803380936384, "loss_rpn_cls": 0.01274443134025205, "loss_rpn_loc": 0.04120686464011669, "lr": 0.002, "roi_head/num_bg_samples": 387.25, "roi_head/num_fg_samples": 124.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9054126411210746, "total_loss": 0.4911814679217059}
{"data_time": 0.04375093197450042, "eta_seconds": 10398.208375071175, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.1090916450777202, "fast_rcnn/fg_cls_accuracy": 0.88671875, "iteration": 41019, "loss_box_reg": 0.2943187691271305, "loss_cls": 0.13715033838525414, "loss_rpn_cls": 0.015243578949593939, "loss_rpn_loc": 0.0426275038626045, "lr": 0.002, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.9008930772542953, "total_loss": 0.487455887341639}
{"data_time": 0.043413306353613734, "eta_seconds": 10385.464581684675, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.12613636363636363, "fast_rcnn/fg_cls_accuracy": 0.8581969246031746, "iteration": 41039, "loss_box_reg": 0.2920361179858446, "loss_cls": 0.14776092814281583, "loss_rpn_cls": 0.015065955783938989, "loss_rpn_loc": 0.044035261729732156, "lr": 0.002, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.908146069617942, "total_loss": 0.49864773724402767}
{"data_time": 0.05299936514347792, "eta_seconds": 10367.690336293774, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.1372373764124294, "fast_rcnn/fg_cls_accuracy": 0.837890625, "iteration": 41059, "loss_box_reg": 0.29633828997612, "loss_cls": 0.14583424059674144, "loss_rpn_cls": 0.014915707615728024, "loss_rpn_loc": 0.04402391193434596, "lr": 0.002, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.9036324073094875, "total_loss": 0.5042429558816366}
{"data_time": 0.04807590879499912, "eta_seconds": 10349.446391145699, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.12458628386699508, "fast_rcnn/fg_cls_accuracy": 0.869140625, "iteration": 41079, "loss_box_reg": 0.29122225753962994, "loss_cls": 0.13582308613695204, "loss_rpn_cls": 0.014710309536894783, "loss_rpn_loc": 0.04283744213171303, "lr": 0.002, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.9102603152859956, "total_loss": 0.48072486731689423}
{"data_time": 0.05093725537881255, "eta_seconds": 10332.553971405374, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.13100040338846308, "fast_rcnn/fg_cls_accuracy": 0.8608099489795918, "iteration": 41099, "loss_box_reg": 0.2964050956070423, "loss_cls": 0.13357022730633616, "loss_rpn_cls": 0.015327217086451128, "loss_rpn_loc": 0.04226650553755462, "lr": 0.002, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9147774174343795, "total_loss": 0.4906817014561966}
{"data_time": 0.05313859088346362, "eta_seconds": 10314.867180878296, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.1262854609929078, "fast_rcnn/fg_cls_accuracy": 0.8569010416666667, "iteration": 41119, "loss_box_reg": 0.28388040885329247, "loss_cls": 0.1312786084599793, "loss_rpn_cls": 0.0159712976164883, "loss_rpn_loc": 0.04291618091519922, "lr": 0.002, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9101362340152264, "total_loss": 0.4717547839827603}
{"data_time": 0.044465672923251987, "eta_seconds": 10295.889656729763, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.1179144385026738, "fast_rcnn/fg_cls_accuracy": 0.8786764705882353, "iteration": 41139, "loss_box_reg": 0.28121995739638805, "loss_cls": 0.13119508302770555, "loss_rpn_cls": 0.013252280390588567, "loss_rpn_loc": 0.041370629565790296, "lr": 0.002, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9082492000889033, "total_loss": 0.46191241637279745}
{"data_time": 0.05086824344471097, "eta_seconds": 10275.536654931027, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.12981324605313824, "fast_rcnn/fg_cls_accuracy": 0.8585714285714285, "iteration": 41159, "loss_box_reg": 0.3031435739248991, "loss_cls": 0.1397133474238217, "loss_rpn_cls": 0.016348608973203227, "loss_rpn_loc": 0.043816352961584926, "lr": 0.002, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8997820015065372, "total_loss": 0.5046050660603214}
{"data_time": 0.05174168897792697, "eta_seconds": 10258.547308091307, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.10078125, "fast_rcnn/fg_cls_accuracy": 0.8733999823446328, "iteration": 41179, "loss_box_reg": 0.2926356168463826, "loss_cls": 0.12826855015009642, "loss_rpn_cls": 0.014239875396015123, "loss_rpn_loc": 0.04166566568892449, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.9007939770817757, "total_loss": 0.4859785023436416}
{"data_time": 0.05260752351023257, "eta_seconds": 10240.628028786974, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.102535171812749, "fast_rcnn/fg_cls_accuracy": 0.8796401999763808, "iteration": 41199, "loss_box_reg": 0.28524330724030733, "loss_cls": 0.14058162784203887, "loss_rpn_cls": 0.014164966531097889, "loss_rpn_loc": 0.042219488066621125, "lr": 0.002, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9001855633687228, "total_loss": 0.4926348516601138}
{"data_time": 0.05138346482999623, "eta_seconds": 10221.173530048225, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.09290016786807545, "fast_rcnn/fg_cls_accuracy": 0.869140625, "iteration": 41219, "loss_box_reg": 0.2923703249543905, "loss_cls": 0.1355110090225935, "loss_rpn_cls": 0.01602496583655011, "loss_rpn_loc": 0.0448453132994473, "lr": 0.002, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9036362485494465, "total_loss": 0.49452229954476934}
{"data_time": 0.0443291359115392, "eta_seconds": 10202.642390878405, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.12639049639917696, "fast_rcnn/fg_cls_accuracy": 0.8604395788626609, "iteration": 41239, "loss_box_reg": 0.29443419072777033, "loss_cls": 0.14388875709846616, "loss_rpn_cls": 0.01587575679877773, "loss_rpn_loc": 0.041208395385183394, "lr": 0.002, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.9158879134338349, "total_loss": 0.5015766277210787}
{"data_time": 0.041814573341980577, "eta_seconds": 10184.522077600937, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.10288461538461538, "fast_rcnn/fg_cls_accuracy": 0.8931734759016917, "iteration": 41259, "loss_box_reg": 0.2809118079021573, "loss_cls": 0.13423893647268414, "loss_rpn_cls": 0.014493166068859864, "loss_rpn_loc": 0.04332013847306371, "lr": 0.002, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9030570765025914, "total_loss": 0.4730018102491158}
{"data_time": 0.044629103038460016, "eta_seconds": 10166.810405165423, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.10375478316326531, "fast_rcnn/fg_cls_accuracy": 0.8789447320086826, "iteration": 41279, "loss_box_reg": 0.28435693867504597, "loss_cls": 0.13561526220291853, "loss_rpn_cls": 0.015008517948444933, "loss_rpn_loc": 0.043935878900811076, "lr": 0.002, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.9107991510536522, "total_loss": 0.478324439318385}
{"data_time": 0.06142406491562724, "eta_seconds": 10147.478279768024, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.11610836780995595, "fast_rcnn/fg_cls_accuracy": 0.8701858135933845, "iteration": 41299, "loss_box_reg": 0.2894846247509122, "loss_cls": 0.1337263504974544, "loss_rpn_cls": 0.014661460794741288, "loss_rpn_loc": 0.04235256731044501, "lr": 0.002, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9126459150575101, "total_loss": 0.47963701670232695}
{"data_time": 0.05330655234865844, "eta_seconds": 10126.85366344708, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.100582046812749, "fast_rcnn/fg_cls_accuracy": 0.8963086970899471, "iteration": 41319, "loss_box_reg": 0.3113859947770834, "loss_cls": 0.14803935680538416, "loss_rpn_cls": 0.016486440144944936, "loss_rpn_loc": 0.044285655254498124, "lr": 0.002, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.9060236914083362, "total_loss": 0.5270252491754945}
{"data_time": 0.056422237074002624, "eta_seconds": 10106.592081548879, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.09162640901771336, "fast_rcnn/fg_cls_accuracy": 0.8814174107142857, "iteration": 41339, "loss_box_reg": 0.29218699410557747, "loss_cls": 0.13205082574859262, "loss_rpn_cls": 0.014213096728781238, "loss_rpn_loc": 0.04192077415063977, "lr": 0.002, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8995370690245181, "total_loss": 0.47340581548633054}
{"data_time": 0.06258853478357196, "eta_seconds": 10090.624869373394, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.13235435956790123, "fast_rcnn/fg_cls_accuracy": 0.8452794218074209, "iteration": 41359, "loss_box_reg": 0.29246111027896404, "loss_cls": 0.13838837388902903, "loss_rpn_cls": 0.016041468392359093, "loss_rpn_loc": 0.04365359619259834, "lr": 0.002, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.9265722688287497, "total_loss": 0.4976597866480006}
{"data_time": 0.0552810849621892, "eta_seconds": 10074.074575864943, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.0996233148295004, "fast_rcnn/fg_cls_accuracy": 0.8778092893835616, "iteration": 41379, "loss_box_reg": 0.28709504567086697, "loss_cls": 0.12734777037985623, "loss_rpn_cls": 0.01435319142183289, "loss_rpn_loc": 0.04588927188888192, "lr": 0.002, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.9056240599602461, "total_loss": 0.46874283379293047}
{"data_time": 0.031819267896935344, "eta_seconds": 10047.81473724381, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.09765625, "fast_rcnn/fg_cls_accuracy": 0.8834995211537378, "iteration": 41399, "loss_box_reg": 0.2855192320421338, "loss_cls": 0.13655419438146055, "loss_rpn_cls": 0.015917891229037195, "loss_rpn_loc": 0.04093506862409413, "lr": 0.002, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8557486112695187, "total_loss": 0.47412722776061855}
{"data_time": 0.028021672973409295, "eta_seconds": 10025.059292645892, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.11328125, "fast_rcnn/fg_cls_accuracy": 0.8796240651709402, "iteration": 41419, "loss_box_reg": 0.2885922472923994, "loss_cls": 0.13302631583064795, "loss_rpn_cls": 0.015335871335992124, "loss_rpn_loc": 0.04069367819465697, "lr": 0.002, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8493197527714074, "total_loss": 0.4877953564573545}
{"data_time": 0.02831920189782977, "eta_seconds": 9997.449587187264, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.08441528115075658, "fast_rcnn/fg_cls_accuracy": 0.8825971580208869, "iteration": 41439, "loss_box_reg": 0.28681622073054314, "loss_cls": 0.13126486772671342, "loss_rpn_cls": 0.015476736181881279, "loss_rpn_loc": 0.043621098273433745, "lr": 0.002, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8455315057653934, "total_loss": 0.4856503478367813}
{"data_time": 0.03632053709588945, "eta_seconds": 9974.122447092086, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.1246972001577376, "fast_rcnn/fg_cls_accuracy": 0.8564784053156146, "iteration": 41459, "loss_box_reg": 0.2955195205286145, "loss_cls": 0.14409299660474062, "loss_rpn_cls": 0.016343098832294345, "loss_rpn_loc": 0.04301884409505874, "lr": 0.002, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8378331931307912, "total_loss": 0.49701314320554957}
{"data_time": 0.02416073251515627, "eta_seconds": 9948.795129178325, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.11781832298136646, "fast_rcnn/fg_cls_accuracy": 0.8678108377659575, "iteration": 41479, "loss_box_reg": 0.27689135260879993, "loss_cls": 0.12950439983978868, "loss_rpn_cls": 0.015008970105554909, "loss_rpn_loc": 0.039783682907000184, "lr": 0.002, "roi_head/num_bg_samples": 418.0, "roi_head/num_fg_samples": 94.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8495742331724614, "total_loss": 0.4717803910316434}
{"data_time": 0.0257660960778594, "eta_seconds": 9921.316130401567, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.1189629522116187, "fast_rcnn/fg_cls_accuracy": 0.87890625, "iteration": 41499, "loss_box_reg": 0.29663008730858564, "loss_cls": 0.13789387233555317, "loss_rpn_cls": 0.01536545078852214, "loss_rpn_loc": 0.04522824345622212, "lr": 0.002, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8400801843963563, "total_loss": 0.49992081243544817}
{"data_time": 0.022171821910887957, "eta_seconds": 9896.720893083373, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.10753578611143973, "fast_rcnn/fg_cls_accuracy": 0.8392599346554213, "iteration": 41519, "loss_box_reg": 0.28280050307512283, "loss_cls": 0.13534372625872493, "loss_rpn_cls": 0.016970858952845447, "loss_rpn_loc": 0.04248553654178977, "lr": 0.002, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8416025550104678, "total_loss": 0.47930554033519}
{"data_time": 0.02913477993570268, "eta_seconds": 9869.381448799046, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.1179157838983051, "fast_rcnn/fg_cls_accuracy": 0.8820842161016949, "iteration": 41539, "loss_box_reg": 0.29180180840194225, "loss_cls": 0.13649392733350396, "loss_rpn_cls": 0.0145132790930802, "loss_rpn_loc": 0.04333742579910904, "lr": 0.002, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8462215939071029, "total_loss": 0.4934563981660176}
{"data_time": 0.025697831995785236, "eta_seconds": 9843.96587555646, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.13693080357142856, "fast_rcnn/fg_cls_accuracy": 0.8548598810728745, "iteration": 41559, "loss_box_reg": 0.29803722724318504, "loss_cls": 0.13194829621352255, "loss_rpn_cls": 0.017946116131497547, "loss_rpn_loc": 0.0422147837234661, "lr": 0.002, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8405979694798589, "total_loss": 0.4928836027102079}
{"data_time": 0.023448567371815443, "eta_seconds": 9818.198146080598, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.11515126329787234, "fast_rcnn/fg_cls_accuracy": 0.8703358208955223, "iteration": 41579, "loss_box_reg": 0.27829190250486135, "loss_cls": 0.13633350282907486, "loss_rpn_cls": 0.015550124502624385, "loss_rpn_loc": 0.042652134492527694, "lr": 0.002, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8425042652525008, "total_loss": 0.474074805060809}
{"data_time": 0.02919419319368899, "eta_seconds": 9790.533407889074, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.11172537076271186, "fast_rcnn/fg_cls_accuracy": 0.87890625, "iteration": 41599, "loss_box_reg": 0.28034521266818047, "loss_cls": 0.13060521753504872, "loss_rpn_cls": 0.013964439945993945, "loss_rpn_loc": 0.04294387361733243, "lr": 0.002, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8379633261356503, "total_loss": 0.46795758345979266}
{"data_time": 0.02321051387116313, "eta_seconds": 9759.276057049865, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.091796875, "fast_rcnn/fg_cls_accuracy": 0.89453125, "iteration": 41619, "loss_box_reg": 0.28105826675891876, "loss_cls": 0.13282371871173382, "loss_rpn_cls": 0.01393373071186943, "loss_rpn_loc": 0.03884539130376652, "lr": 0.002, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8412360355723649, "total_loss": 0.4753158649255056}
{"data_time": 0.03319666185416281, "eta_seconds": 9726.93141654064, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.087890625, "fast_rcnn/fg_cls_accuracy": 0.8934659090909092, "iteration": 41639, "loss_box_reg": 0.2849227888509631, "loss_cls": 0.13116831611841917, "loss_rpn_cls": 0.015722846146672964, "loss_rpn_loc": 0.04402158776065335, "lr": 0.002, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.8476563030853868, "total_loss": 0.4774646324076457}
{"data_time": 0.020924927201122046, "eta_seconds": 9686.237992053619, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.12432795698924731, "fast_rcnn/fg_cls_accuracy": 0.8600941422594142, "iteration": 41659, "loss_box_reg": 0.2920890673995018, "loss_cls": 0.13556843367405236, "loss_rpn_cls": 0.01267794446903281, "loss_rpn_loc": 0.04072418145369738, "lr": 0.002, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8464582825545222, "total_loss": 0.47981542149500456}
{"data_time": 0.02413876447826624, "eta_seconds": 9650.012496498646, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.10949195359281437, "fast_rcnn/fg_cls_accuracy": 0.8763463288834952, "iteration": 41679, "loss_box_reg": 0.30156230088323355, "loss_cls": 0.14292061561718583, "loss_rpn_cls": 0.016144314358825795, "loss_rpn_loc": 0.04308002401376143, "lr": 0.002, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8464469339232892, "total_loss": 0.5064084071054822}
{"data_time": 0.03411691705696285, "eta_seconds": 9616.781884078635, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1279191128506197, "fast_rcnn/fg_cls_accuracy": 0.8527218892694064, "iteration": 41699, "loss_box_reg": 0.29780502524226904, "loss_cls": 0.14583894261159003, "loss_rpn_cls": 0.014723342843353748, "loss_rpn_loc": 0.04668528726324439, "lr": 0.002, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8671806699130684, "total_loss": 0.5094165525224525}
{"data_time": 0.03201151546090841, "eta_seconds": 9579.617107854225, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.11328639115556725, "fast_rcnn/fg_cls_accuracy": 0.8725099601593626, "iteration": 41719, "loss_box_reg": 0.2788838818669319, "loss_cls": 0.14015536895021796, "loss_rpn_cls": 0.016897798152058385, "loss_rpn_loc": 0.04455165646504611, "lr": 0.002, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8432091465219855, "total_loss": 0.4922472258040216}
{"data_time": 0.026913045439869165, "eta_seconds": 9536.56246317993, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.109375, "fast_rcnn/fg_cls_accuracy": 0.8785276707048458, "iteration": 41739, "loss_box_reg": 0.2875748658552766, "loss_cls": 0.14121639635413885, "loss_rpn_cls": 0.01603112177690491, "loss_rpn_loc": 0.04922798334155232, "lr": 0.002, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8437493410892785, "total_loss": 0.49203649460105225}
{"data_time": 0.04098948440514505, "eta_seconds": 9492.601753933588, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8454999500549396, "iteration": 41759, "loss_box_reg": 0.28620363865047693, "loss_cls": 0.13994016544893384, "loss_rpn_cls": 0.016021055751480162, "loss_rpn_loc": 0.04337810428114608, "lr": 0.002, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8431201661005616, "total_loss": 0.4870777180767618}
{"data_time": 0.027284363051876426, "eta_seconds": 9442.317039584043, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.091796875, "fast_rcnn/fg_cls_accuracy": 0.88671875, "iteration": 41779, "loss_box_reg": 0.2832392454147339, "loss_cls": 0.12671251758001745, "loss_rpn_cls": 0.015007075970061123, "loss_rpn_loc": 0.0418525340501219, "lr": 0.002, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8473545904271305, "total_loss": 0.4751741060754284}
{"data_time": 0.02639199886471033, "eta_seconds": 9391.26840660302, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.11979166666666666, "fast_rcnn/fg_cls_accuracy": 0.8683035714285714, "iteration": 41799, "loss_box_reg": 0.29691776540130377, "loss_cls": 0.15020808344706893, "loss_rpn_cls": 0.015518264204729348, "loss_rpn_loc": 0.04536552494391799, "lr": 0.002, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8457906735129654, "total_loss": 0.5144228649733122}
{"data_time": 0.02752143400721252, "eta_seconds": 9334.879049344687, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.10402199074074074, "fast_rcnn/fg_cls_accuracy": 0.87255985267035, "iteration": 41819, "loss_box_reg": 0.30489127337932587, "loss_cls": 0.15048712957650423, "loss_rpn_cls": 0.01705160601704847, "loss_rpn_loc": 0.045836993493139744, "lr": 0.002, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8454988950397819, "total_loss": 0.5217384286224842}
{"data_time": 0.023469820385798812, "eta_seconds": 9290.989648870192, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.10250813065610859, "fast_rcnn/fg_cls_accuracy": 0.8746458063471503, "iteration": 41839, "loss_box_reg": 0.2824632478877902, "loss_cls": 0.1344957798719406, "loss_rpn_cls": 0.014959143460146151, "loss_rpn_loc": 0.043054750305600464, "lr": 0.002, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8434419212862849, "total_loss": 0.48301420063944533}
{"data_time": 0.030127505073323846, "eta_seconds": 9230.899652666878, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.10101630556176011, "fast_rcnn/fg_cls_accuracy": 0.8629383515747152, "iteration": 41859, "loss_box_reg": 0.2796253086999059, "loss_cls": 0.12936012586578727, "loss_rpn_cls": 0.014343400471261702, "loss_rpn_loc": 0.039331997162662446, "lr": 0.002, "roi_head/num_bg_samples": 415.75, "roi_head/num_fg_samples": 96.25, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.8417780664749444, "total_loss": 0.47855545932543464}
{"data_time": 0.02698206272907555, "eta_seconds": 9181.317697980674, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.11070409751037344, "fast_rcnn/fg_cls_accuracy": 0.8795302774896265, "iteration": 41879, "loss_box_reg": 0.2682013651356101, "loss_cls": 0.13586446177214384, "loss_rpn_cls": 0.01361780590377748, "loss_rpn_loc": 0.04080427729059011, "lr": 0.002, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8483035741373897, "total_loss": 0.4596692578343209}
{"data_time": 0.024967820150777698, "eta_seconds": 9125.801623926964, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.12888611469072164, "fast_rcnn/fg_cls_accuracy": 0.8559170081967213, "iteration": 41899, "loss_box_reg": 0.2914867661893368, "loss_cls": 0.14309767400845885, "loss_rpn_cls": 0.01593022802262567, "loss_rpn_loc": 0.0458458480425179, "lr": 0.002, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8510005390271544, "total_loss": 0.5069097875166335}
{"data_time": 0.02087571076117456, "eta_seconds": 9088.306501633488, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.12845203488372092, "fast_rcnn/fg_cls_accuracy": 0.8527218892694064, "iteration": 41919, "loss_box_reg": 0.27807092713192105, "loss_cls": 0.13796399580314755, "loss_rpn_cls": 0.013634403585456312, "loss_rpn_loc": 0.042449019150808454, "lr": 0.002, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8406631338875741, "total_loss": 0.47327225623303093}
{"data_time": 0.022498502396047115, "eta_seconds": 9052.491803064942, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.11037698781975722, "fast_rcnn/fg_cls_accuracy": 0.8632199411434978, "iteration": 41939, "loss_box_reg": 0.2779793571680784, "loss_cls": 0.13894192362204194, "loss_rpn_cls": 0.015568967966828495, "loss_rpn_loc": 0.043132402934134007, "lr": 0.002, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8445008900016546, "total_loss": 0.47265910351416096}
{"data_time": 0.02805941877886653, "eta_seconds": 9022.800478235353, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.11704783107333198, "fast_rcnn/fg_cls_accuracy": 0.8662397811181435, "iteration": 41959, "loss_box_reg": 0.29124892223626375, "loss_cls": 0.1485013826750219, "loss_rpn_cls": 0.017285547510255128, "loss_rpn_loc": 0.04280809743795544, "lr": 0.002, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8392800008878112, "total_loss": 0.5018647760007298}
{"data_time": 0.01808186760172248, "eta_seconds": 8994.301455842564, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.1159331995412844, "fast_rcnn/fg_cls_accuracy": 0.8687288851351351, "iteration": 41979, "loss_box_reg": 0.30231960117816925, "loss_cls": 0.1367217185907066, "loss_rpn_cls": 0.013983405515318736, "loss_rpn_loc": 0.04248024185653776, "lr": 0.002, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8456738388631493, "total_loss": 0.4882134716026485}
{"data_time": 0.027778284158557653, "eta_seconds": 8965.4472190151, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.11526315789473685, "fast_rcnn/fg_cls_accuracy": 0.8825146198830409, "iteration": 41999, "loss_box_reg": 0.2907472085207701, "loss_cls": 0.14348240662366152, "loss_rpn_cls": 0.018544598322478123, "loss_rpn_loc": 0.04561456304509193, "lr": 0.002, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8417402331251651, "total_loss": 0.49449162022938253}
{"data_time": 0.021993206115439534, "eta_seconds": 8935.13364517875, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.10990338164251207, "fast_rcnn/fg_cls_accuracy": 0.8844444444444444, "iteration": 42019, "loss_box_reg": 0.2921191668137908, "loss_cls": 0.13725948287174106, "loss_rpn_cls": 0.015474378131330013, "loss_rpn_loc": 0.04632381536066532, "lr": 0.002, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8358896721620113, "total_loss": 0.49578601121902466}
{"data_time": 0.026864280458539724, "eta_seconds": 8910.625924263848, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.130859375, "fast_rcnn/fg_cls_accuracy": 0.848674545940171, "iteration": 42039, "loss_box_reg": 0.2990906871855259, "loss_cls": 0.13654452236369252, "loss_rpn_cls": 0.014846977486740798, "loss_rpn_loc": 0.04456157423555851, "lr": 0.002, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.844173664227128, "total_loss": 0.4952454950544052}
{"data_time": 0.04345234646461904, "eta_seconds": 8881.729556542821, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.10490584061135372, "fast_rcnn/fg_cls_accuracy": 0.892239874301676, "iteration": 42059, "loss_box_reg": 0.2891576485708356, "loss_cls": 0.13703980157151818, "loss_rpn_cls": 0.015322973515139893, "loss_rpn_loc": 0.044793893641326576, "lr": 0.002, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8481783336028457, "total_loss": 0.4864675623612129}
{"data_time": 0.0317997126840055, "eta_seconds": 8860.542194013717, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.099609375, "fast_rcnn/fg_cls_accuracy": 0.865234375, "iteration": 42079, "loss_box_reg": 0.29780864901840687, "loss_cls": 0.13556475657969713, "loss_rpn_cls": 0.015498274617129937, "loss_rpn_loc": 0.046937879640609026, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 192.25, "rpn/num_pos_anchors": 63.75, "time": 0.848371640779078, "total_loss": 0.49822201041388325}
{"data_time": 0.021640587132424116, "eta_seconds": 8835.252203107579, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.09382335680751173, "fast_rcnn/fg_cls_accuracy": 0.888671875, "iteration": 42099, "loss_box_reg": 0.2963548582047224, "loss_cls": 0.13402216788381338, "loss_rpn_cls": 0.013887286797398701, "loss_rpn_loc": 0.04204348474740982, "lr": 0.002, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8396944678388536, "total_loss": 0.49416651579667814}
{"data_time": 0.025825247401371598, "eta_seconds": 8811.300202116836, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.87109375, "iteration": 42119, "loss_box_reg": 0.2807477554306388, "loss_cls": 0.132516676094383, "loss_rpn_cls": 0.013852345844497904, "loss_rpn_loc": 0.04076838411856443, "lr": 0.002, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 196.5, "rpn/num_pos_anchors": 59.5, "time": 0.8445074094925076, "total_loss": 0.46981924608553527}
{"data_time": 0.024848832515999675, "eta_seconds": 8790.42687554122, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1317471590909091, "fast_rcnn/fg_cls_accuracy": 0.8591353527607362, "iteration": 42139, "loss_box_reg": 0.3042537150904536, "loss_cls": 0.1506918421946466, "loss_rpn_cls": 0.0171679264458362, "loss_rpn_loc": 0.045083896606229246, "lr": 0.002, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8425581089686602, "total_loss": 0.5155666028440464}
{"data_time": 0.027933488599956036, "eta_seconds": 8769.738141332287, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.0793258426966292, "fast_rcnn/fg_cls_accuracy": 0.9046668502202644, "iteration": 42159, "loss_box_reg": 0.28301812522113323, "loss_cls": 0.1345324262510985, "loss_rpn_cls": 0.016382792382501066, "loss_rpn_loc": 0.04359971568919718, "lr": 0.002, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8442014516331255, "total_loss": 0.47959234012523666}
{"data_time": 0.02612676494754851, "eta_seconds": 8746.842319937423, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.12094155844155843, "fast_rcnn/fg_cls_accuracy": 0.8471847431240269, "iteration": 42179, "loss_box_reg": 0.28364180214703083, "loss_cls": 0.131188805680722, "loss_rpn_cls": 0.013919667559093796, "loss_rpn_loc": 0.03980587108526379, "lr": 0.002, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8385819774121046, "total_loss": 0.4671648324583657}
{"data_time": 0.02479826705530286, "eta_seconds": 8726.710399017436, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.865234375, "iteration": 42199, "loss_box_reg": 0.29318074602633715, "loss_cls": 0.1478558937087655, "loss_rpn_cls": 0.016142204287461936, "loss_rpn_loc": 0.044450823101215065, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 201.5, "rpn/num_pos_anchors": 54.5, "time": 0.8493079023901373, "total_loss": 0.5126492033014074}
{"data_time": 0.02775176288560033, "eta_seconds": 8706.474859108217, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.12296192113351045, "fast_rcnn/fg_cls_accuracy": 0.8603688076261915, "iteration": 42219, "loss_box_reg": 0.28019004315137863, "loss_cls": 0.13315163366496563, "loss_rpn_cls": 0.013539359177229926, "loss_rpn_loc": 0.045607861247844994, "lr": 0.002, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8457453197333962, "total_loss": 0.46990993537474424}
{"data_time": 0.0336037075612694, "eta_seconds": 8685.406349718105, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.1323264281674208, "fast_rcnn/fg_cls_accuracy": 0.8350958218232044, "iteration": 42239, "loss_box_reg": 0.292615856975317, "loss_cls": 0.13469890784472227, "loss_rpn_cls": 0.01577566930791363, "loss_rpn_loc": 0.04114229406695813, "lr": 0.002, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8432168022263795, "total_loss": 0.4876759328180924}
{"data_time": 0.03199329972267151, "eta_seconds": 8663.54563994077, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.1182391826923077, "fast_rcnn/fg_cls_accuracy": 0.8609193313953488, "iteration": 42259, "loss_box_reg": 0.27661643642932177, "loss_cls": 0.14206734276376665, "loss_rpn_cls": 0.016467300156364217, "loss_rpn_loc": 0.0440836445777677, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8453228701837361, "total_loss": 0.48451961412501987}
{"data_time": 0.031124905217438936, "eta_seconds": 8644.421071998775, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.14345063538611924, "fast_rcnn/fg_cls_accuracy": 0.835643238499232, "iteration": 42279, "loss_box_reg": 0.29408732056617737, "loss_cls": 0.1416897284798324, "loss_rpn_cls": 0.015623407787643373, "loss_rpn_loc": 0.04702623886987567, "lr": 0.002, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8462300729006529, "total_loss": 0.4941462882270571}
{"data_time": 0.03408976155333221, "eta_seconds": 8624.26913703722, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.08519097222222222, "fast_rcnn/fg_cls_accuracy": 0.8897569444444444, "iteration": 42299, "loss_box_reg": 0.29024215694516897, "loss_cls": 0.13807262480258942, "loss_rpn_cls": 0.014705786845297553, "loss_rpn_loc": 0.04156577604589984, "lr": 0.002, "roi_head/num_bg_samples": 408.5, "roi_head/num_fg_samples": 103.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8405571645125747, "total_loss": 0.48556879616808146}
{"data_time": 0.02500614058226347, "eta_seconds": 8604.104753634892, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.10557245575221239, "fast_rcnn/fg_cls_accuracy": 0.8761861444063928, "iteration": 42319, "loss_box_reg": 0.28256721701473, "loss_cls": 0.13377589685842395, "loss_rpn_cls": 0.014968783390941098, "loss_rpn_loc": 0.042019998421892524, "lr": 0.002, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.840208116453141, "total_loss": 0.4728275154775474}
{"data_time": 0.02363245701417327, "eta_seconds": 8585.109456665581, "fast_rcnn/cls_accuracy": 0.9365234375, "fast_rcnn/false_negative": 0.15234375, "fast_rcnn/fg_cls_accuracy": 0.832800377437618, "iteration": 42339, "loss_box_reg": 0.2885334501042962, "loss_cls": 0.1348611330613494, "loss_rpn_cls": 0.015383696794742718, "loss_rpn_loc": 0.0443350417772308, "lr": 0.002, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.845606935210526, "total_loss": 0.48413722758414224}
{"data_time": 0.03135620662942529, "eta_seconds": 8562.696667675627, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.12509169600938969, "fast_rcnn/fg_cls_accuracy": 0.8649957487708403, "iteration": 42359, "loss_box_reg": 0.28678409568965435, "loss_cls": 0.13455411326140165, "loss_rpn_cls": 0.01513826972222887, "loss_rpn_loc": 0.04195769317448139, "lr": 0.002, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8404289186000824, "total_loss": 0.4746947197418194}
{"data_time": 0.03232519142329693, "eta_seconds": 8541.620673007565, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.128661962022378, "fast_rcnn/fg_cls_accuracy": 0.8445269337016574, "iteration": 42379, "loss_box_reg": 0.2939890958368778, "loss_cls": 0.1384868894238025, "loss_rpn_cls": 0.013215215050877305, "loss_rpn_loc": 0.04426361992955208, "lr": 0.002, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.841204110532999, "total_loss": 0.48737683695799205}
{"data_time": 0.026128285564482212, "eta_seconds": 8521.533690245356, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.12890625, "fast_rcnn/fg_cls_accuracy": 0.853515625, "iteration": 42399, "loss_box_reg": 0.2985563585534692, "loss_cls": 0.13637558743357658, "loss_rpn_cls": 0.015318614634452388, "loss_rpn_loc": 0.042783765704371035, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8441483594942838, "total_loss": 0.48822810780256987}
{"data_time": 0.027449090033769608, "eta_seconds": 8503.272361887386, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.12496267914012739, "fast_rcnn/fg_cls_accuracy": 0.8547555757261411, "iteration": 42419, "loss_box_reg": 0.27660882472991943, "loss_cls": 0.12171117821708322, "loss_rpn_cls": 0.01362701676771394, "loss_rpn_loc": 0.03804647509241477, "lr": 0.002, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8394833845086396, "total_loss": 0.45120524604135426}
{"data_time": 0.028995064087212086, "eta_seconds": 8488.974988101749, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.1069519360431516, "fast_rcnn/fg_cls_accuracy": 0.886480787253983, "iteration": 42439, "loss_box_reg": 0.29540160298347473, "loss_cls": 0.14375849766656756, "loss_rpn_cls": 0.01465045943041332, "loss_rpn_loc": 0.04359685757663101, "lr": 0.002, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.8513249708339572, "total_loss": 0.49481602481682785}
{"data_time": 0.026032331632450223, "eta_seconds": 8472.099975701189, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.1292289402173913, "fast_rcnn/fg_cls_accuracy": 0.85546875, "iteration": 42459, "loss_box_reg": 0.29237594455480576, "loss_cls": 0.14062469685450196, "loss_rpn_cls": 0.016405787377152592, "loss_rpn_loc": 0.04311697214143351, "lr": 0.002, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.84050905960612, "total_loss": 0.4966761218820466}
{"data_time": 0.02944172639399767, "eta_seconds": 8452.445924019441, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.14787296037296038, "fast_rcnn/fg_cls_accuracy": 0.8318183576374115, "iteration": 42479, "loss_box_reg": 0.30555078107863665, "loss_cls": 0.1408438142389059, "loss_rpn_cls": 0.01488054232322611, "loss_rpn_loc": 0.043727408978156745, "lr": 0.002, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8385751079767942, "total_loss": 0.49431840705801733}
{"data_time": 0.02006444986909628, "eta_seconds": 8435.576458049938, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.12609150326797386, "fast_rcnn/fg_cls_accuracy": 0.8661675977653631, "iteration": 42499, "loss_box_reg": 0.2920639868825674, "loss_cls": 0.14190024742856622, "loss_rpn_cls": 0.016920691341510974, "loss_rpn_loc": 0.045584056118968874, "lr": 0.002, "roi_head/num_bg_samples": 407.75, "roi_head/num_fg_samples": 104.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8397785904817283, "total_loss": 0.490038514661137}
{"data_time": 0.023786041419953108, "eta_seconds": 8422.322258649627, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.10747677077604423, "fast_rcnn/fg_cls_accuracy": 0.8925232292239558, "iteration": 42519, "loss_box_reg": 0.2951788976788521, "loss_cls": 0.13688544649630785, "loss_rpn_cls": 0.015293623640900478, "loss_rpn_loc": 0.04411988565698266, "lr": 0.002, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8449068064801395, "total_loss": 0.4897031534346752}
{"data_time": 0.033394864527508616, "eta_seconds": 8403.230121622095, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.10481770833333334, "fast_rcnn/fg_cls_accuracy": 0.859375, "iteration": 42539, "loss_box_reg": 0.3075871588662267, "loss_cls": 0.15179091738536954, "loss_rpn_cls": 0.016073841354227625, "loss_rpn_loc": 0.04261654941365123, "lr": 0.002, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8437469974160194, "total_loss": 0.5234966564166825}
{"data_time": 0.02109647262841463, "eta_seconds": 8389.36047178111, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.10339022862511744, "fast_rcnn/fg_cls_accuracy": 0.8727881302849985, "iteration": 42559, "loss_box_reg": 0.2921628560870886, "loss_cls": 0.14754571812227368, "loss_rpn_cls": 0.015513169346377254, "loss_rpn_loc": 0.04461191326845437, "lr": 0.002, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8446743586100638, "total_loss": 0.4896653759351466}
{"data_time": 0.026539393234997988, "eta_seconds": 8372.044809957733, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.130859375, "fast_rcnn/fg_cls_accuracy": 0.859375, "iteration": 42579, "loss_box_reg": 0.287698064930737, "loss_cls": 0.13957608211785555, "loss_rpn_cls": 0.015881332466960885, "loss_rpn_loc": 0.0450802935520187, "lr": 0.002, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8410785291343927, "total_loss": 0.49832746241008863}
{"data_time": 0.023203401593491435, "eta_seconds": 8351.695751247229, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.11831579930278885, "fast_rcnn/fg_cls_accuracy": 0.8498107569721116, "iteration": 42599, "loss_box_reg": 0.29673568066209555, "loss_cls": 0.14060837123543024, "loss_rpn_cls": 0.01563099439954385, "loss_rpn_loc": 0.042799395392648876, "lr": 0.002, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.838311594678089, "total_loss": 0.49836982239503413}
{"data_time": 0.025411773240193725, "eta_seconds": 8335.26664601406, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.10462116745283019, "fast_rcnn/fg_cls_accuracy": 0.8880496404867257, "iteration": 42619, "loss_box_reg": 0.2802220629528165, "loss_cls": 0.13846620172262192, "loss_rpn_cls": 0.017179645219584927, "loss_rpn_loc": 0.050462085055187345, "lr": 0.002, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.8402388279791921, "total_loss": 0.48611626540878206}
{"data_time": 0.022886079270392656, "eta_seconds": 8317.543416221626, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.14114583333333333, "fast_rcnn/fg_cls_accuracy": 0.8425160172594142, "iteration": 42639, "loss_box_reg": 0.3006115620955825, "loss_cls": 0.14753566728904843, "loss_rpn_cls": 0.016407669194450136, "loss_rpn_loc": 0.04494355816859752, "lr": 0.002, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8473073071800172, "total_loss": 0.5229199737805175}
{"data_time": 0.027639660984277725, "eta_seconds": 8300.305064354092, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.10286458333333334, "fast_rcnn/fg_cls_accuracy": 0.8792121611445782, "iteration": 42659, "loss_box_reg": 0.2942613307386637, "loss_cls": 0.13402799726463854, "loss_rpn_cls": 0.015285784204024822, "loss_rpn_loc": 0.044454762944951653, "lr": 0.002, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8468230117578059, "total_loss": 0.4924159989313921}
{"data_time": 0.03046710346825421, "eta_seconds": 8283.61639432842, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.09909878921298845, "fast_rcnn/fg_cls_accuracy": 0.8830446369087275, "iteration": 42679, "loss_box_reg": 0.2906041033565998, "loss_cls": 0.1328099211677909, "loss_rpn_cls": 0.015914705203613266, "loss_rpn_loc": 0.04085264529567212, "lr": 0.002, "roi_head/num_bg_samples": 413.75, "roi_head/num_fg_samples": 98.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8455730515997857, "total_loss": 0.4831009777117288}
{"data_time": 0.02953159064054489, "eta_seconds": 8263.885836896952, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.11836078089213654, "fast_rcnn/fg_cls_accuracy": 0.8526729559748427, "iteration": 42699, "loss_box_reg": 0.2808540817350149, "loss_cls": 0.13588320277631283, "loss_rpn_cls": 0.01485850676544942, "loss_rpn_loc": 0.04254257271531969, "lr": 0.002, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8381029854062945, "total_loss": 0.47954074398148805}
{"data_time": 0.02245157561264932, "eta_seconds": 8246.233107392676, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.1124206305001671, "fast_rcnn/fg_cls_accuracy": 0.8781786151960784, "iteration": 42719, "loss_box_reg": 0.2860469864681363, "loss_cls": 0.13490880513563752, "loss_rpn_cls": 0.015326036351325456, "loss_rpn_loc": 0.042868672870099545, "lr": 0.002, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.8405601931735873, "total_loss": 0.4755554805306019}
{"data_time": 0.028178855078294873, "eta_seconds": 8228.727056388278, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.11134067952249771, "fast_rcnn/fg_cls_accuracy": 0.8752145965584701, "iteration": 42739, "loss_box_reg": 0.286469092592597, "loss_cls": 0.1394443940371275, "loss_rpn_cls": 0.01544878090498969, "loss_rpn_loc": 0.042076529120095074, "lr": 0.002, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8402377674356103, "total_loss": 0.48524905589874834}
{"data_time": 0.023627150105312467, "eta_seconds": 8211.240977820475, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.10659520348837209, "fast_rcnn/fg_cls_accuracy": 0.8708639705882353, "iteration": 42759, "loss_box_reg": 0.29073433857411146, "loss_cls": 0.1379307173192501, "loss_rpn_cls": 0.014854471941362135, "loss_rpn_loc": 0.04326367122121155, "lr": 0.002, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.8397852857597172, "total_loss": 0.4841250184981618}
{"data_time": 0.028197758365422487, "eta_seconds": 8192.987165551633, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.09181455033936652, "fast_rcnn/fg_cls_accuracy": 0.8847356620250177, "iteration": 42779, "loss_box_reg": 0.2830535667017102, "loss_cls": 0.1293097515590489, "loss_rpn_cls": 0.013662044759257697, "loss_rpn_loc": 0.0417943496722728, "lr": 0.002, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8397251646965742, "total_loss": 0.47601288644364104}
{"data_time": 0.03494482417590916, "eta_seconds": 8176.381026532268, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.1618184840425532, "fast_rcnn/fg_cls_accuracy": 0.8260854953622798, "iteration": 42799, "loss_box_reg": 0.2847396591678262, "loss_cls": 0.13794946065172553, "loss_rpn_cls": 0.01737886712362524, "loss_rpn_loc": 0.04057883401401341, "lr": 0.002, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8474996844306588, "total_loss": 0.48061086650704965}
{"data_time": 0.02251782245002687, "eta_seconds": 8159.40409776452, "fast_rcnn/cls_accuracy": 0.9345703125, "fast_rcnn/false_negative": 0.13048245614035087, "fast_rcnn/fg_cls_accuracy": 0.8370163690476191, "iteration": 42819, "loss_box_reg": 0.2952239504083991, "loss_cls": 0.1414291774854064, "loss_rpn_cls": 0.014456387143582106, "loss_rpn_loc": 0.04432678525336087, "lr": 0.002, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 204.0, "rpn/num_pos_anchors": 52.0, "time": 0.8442237223498523, "total_loss": 0.5034467346267775}
{"data_time": 0.035179606173187494, "eta_seconds": 8142.547566212481, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.1405604338842975, "fast_rcnn/fg_cls_accuracy": 0.8408521075581395, "iteration": 42839, "loss_box_reg": 0.28909344132989645, "loss_cls": 0.13343778112903237, "loss_rpn_cls": 0.014766507025342435, "loss_rpn_loc": 0.041912317159585655, "lr": 0.002, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8435907501261681, "total_loss": 0.48366616378189065}
{"data_time": 0.0324255870655179, "eta_seconds": 8125.404294097563, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.11488514072847683, "fast_rcnn/fg_cls_accuracy": 0.8661024305555556, "iteration": 42859, "loss_box_reg": 0.2956981500610709, "loss_cls": 0.14206704613752663, "loss_rpn_cls": 0.014884093194268644, "loss_rpn_loc": 0.0431862398982048, "lr": 0.002, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.83862892142497, "total_loss": 0.4963745301356539}
{"data_time": 0.03331446391530335, "eta_seconds": 8107.732743496075, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.12009544008483564, "fast_rcnn/fg_cls_accuracy": 0.8604567307692308, "iteration": 42879, "loss_box_reg": 0.28558739367872477, "loss_cls": 0.13428462762385607, "loss_rpn_cls": 0.01566193676990224, "loss_rpn_loc": 0.04331448709126562, "lr": 0.002, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8432938186451793, "total_loss": 0.4750922884704778}
{"data_time": 0.02907859464175999, "eta_seconds": 8090.154782540863, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.12000633445945946, "fast_rcnn/fg_cls_accuracy": 0.8625710227272727, "iteration": 42899, "loss_box_reg": 0.29773698188364506, "loss_cls": 0.13472998258657753, "loss_rpn_cls": 0.0158548466861248, "loss_rpn_loc": 0.04050918942084536, "lr": 0.002, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8470682429615408, "total_loss": 0.5032150716870092}
{"data_time": 0.028433534083887935, "eta_seconds": 8074.836483948631, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.1096875, "fast_rcnn/fg_cls_accuracy": 0.8486016628873772, "iteration": 42919, "loss_box_reg": 0.2786808516830206, "loss_cls": 0.12731066113337874, "loss_rpn_cls": 0.013405339326709509, "loss_rpn_loc": 0.041369099519215524, "lr": 0.002, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.847553278086707, "total_loss": 0.46347640216117725}
{"data_time": 0.026488269912078977, "eta_seconds": 8057.9805472323205, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.11055242692410834, "fast_rcnn/fg_cls_accuracy": 0.8772469579646018, "iteration": 42939, "loss_box_reg": 0.30157506419345737, "loss_cls": 0.14002113044261932, "loss_rpn_cls": 0.015225150869810022, "loss_rpn_loc": 0.04667337646242231, "lr": 0.002, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8440681209322065, "total_loss": 0.4988529159745667}
{"data_time": 0.029088127659633756, "eta_seconds": 8041.12461051601, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.11673328488372092, "fast_rcnn/fg_cls_accuracy": 0.857421875, "iteration": 42959, "loss_box_reg": 0.2893911385908723, "loss_cls": 0.13610136951319873, "loss_rpn_cls": 0.013305484950251412, "loss_rpn_loc": 0.04387941403547302, "lr": 0.002, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8390415641479194, "total_loss": 0.49658128715964267}
{"data_time": 0.03471433348022401, "eta_seconds": 8023.792402930325, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.11043809335443039, "fast_rcnn/fg_cls_accuracy": 0.88671875, "iteration": 42979, "loss_box_reg": 0.2841552537865937, "loss_cls": 0.13528712559491396, "loss_rpn_cls": 0.015086502477061003, "loss_rpn_loc": 0.04369905951898545, "lr": 0.002, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8416331822518259, "total_loss": 0.4848246725014178}
{"data_time": 0.015726814977824688, "eta_seconds": 8007.373374549905, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.12220149253731344, "fast_rcnn/fg_cls_accuracy": 0.8677897395002658, "iteration": 42999, "loss_box_reg": 0.2866415483877063, "loss_cls": 0.13560840371064842, "loss_rpn_cls": 0.016814538976177573, "loss_rpn_loc": 0.04752041428582743, "lr": 0.002, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.84275265596807, "total_loss": 0.4875704291043803}
{"data_time": 0.0399257040116936, "eta_seconds": 7990.711996357888, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.1340528056569343, "fast_rcnn/fg_cls_accuracy": 0.85253921416369, "iteration": 43019, "loss_box_reg": 0.2799953483045101, "loss_cls": 0.1409145276993513, "loss_rpn_cls": 0.015997379217878915, "loss_rpn_loc": 0.04231727460864931, "lr": 0.002, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.839317113859579, "total_loss": 0.4928799613408046}
{"data_time": 0.026279945857822895, "eta_seconds": 7974.004007853568, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.1211519364448858, "fast_rcnn/fg_cls_accuracy": 0.8739035087719298, "iteration": 43039, "loss_box_reg": 0.28336246125400066, "loss_cls": 0.13172841304913163, "loss_rpn_cls": 0.013448336481815204, "loss_rpn_loc": 0.044571953476406634, "lr": 0.002, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8478681654669344, "total_loss": 0.4767923169420101}
{"data_time": 0.031314797000959516, "eta_seconds": 7956.917162674712, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.1229260935143288, "fast_rcnn/fg_cls_accuracy": 0.8556943325275315, "iteration": 43059, "loss_box_reg": 0.2920447615906596, "loss_cls": 0.13418883923441172, "loss_rpn_cls": 0.01605387062591035, "loss_rpn_loc": 0.044588961522094905, "lr": 0.002, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8431132223922759, "total_loss": 0.4845865741663147}
{"data_time": 0.03185841208323836, "eta_seconds": 7939.714285366004, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.11559259006550218, "fast_rcnn/fg_cls_accuracy": 0.8693479399441341, "iteration": 43079, "loss_box_reg": 0.2700419779866934, "loss_cls": 0.12853392795659602, "loss_rpn_cls": 0.014974331090343185, "loss_rpn_loc": 0.03962722688447684, "lr": 0.002, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.844081275863573, "total_loss": 0.4558552151283948}
{"data_time": 0.023558631539344788, "eta_seconds": 7922.662785416236, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.10604794815321131, "fast_rcnn/fg_cls_accuracy": 0.8794796444954128, "iteration": 43099, "loss_box_reg": 0.29797361698001623, "loss_cls": 0.14086212404072285, "loss_rpn_cls": 0.017628074361709878, "loss_rpn_loc": 0.04451204475481063, "lr": 0.002, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8387752580456436, "total_loss": 0.4954136938540614}
{"data_time": 0.023359718266874552, "eta_seconds": 7906.0035782845225, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.09449404761904762, "fast_rcnn/fg_cls_accuracy": 0.8957403273809523, "iteration": 43119, "loss_box_reg": 0.2890485431998968, "loss_cls": 0.1448318837210536, "loss_rpn_cls": 0.017453084714361466, "loss_rpn_loc": 0.04818968626204878, "lr": 0.002, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8462422778829932, "total_loss": 0.4940772111658589}
{"data_time": 0.0256501876283437, "eta_seconds": 7888.448134306585, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.11743310254491018, "fast_rcnn/fg_cls_accuracy": 0.8788808279099541, "iteration": 43139, "loss_box_reg": 0.2832979392260313, "loss_cls": 0.139800944365561, "loss_rpn_cls": 0.01592038312810473, "loss_rpn_loc": 0.044361135456711054, "lr": 0.002, "roi_head/num_bg_samples": 409.0, "roi_head/num_fg_samples": 103.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8407529082614928, "total_loss": 0.4869224470166955}
{"data_time": 0.03401794261299074, "eta_seconds": 7871.594276525779, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.09862065612033194, "fast_rcnn/fg_cls_accuracy": 0.8851161858974359, "iteration": 43159, "loss_box_reg": 0.2911396846175194, "loss_cls": 0.14021358266472816, "loss_rpn_cls": 0.01275165713741444, "loss_rpn_loc": 0.04058683640323579, "lr": 0.002, "roi_head/num_bg_samples": 405.75, "roi_head/num_fg_samples": 106.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8473675090353936, "total_loss": 0.48158874304499477}
{"data_time": 0.021272689569741488, "eta_seconds": 7854.740418744972, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.091796875, "fast_rcnn/fg_cls_accuracy": 0.9024003623188406, "iteration": 43179, "loss_box_reg": 0.29704972729086876, "loss_cls": 0.13757336884737015, "loss_rpn_cls": 0.015101750061148778, "loss_rpn_loc": 0.04409214702900499, "lr": 0.002, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8393599193077534, "total_loss": 0.4960510066593997}
{"data_time": 0.030073309084400535, "eta_seconds": 7836.697373041417, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.14717779215976332, "fast_rcnn/fg_cls_accuracy": 0.8285361842105263, "iteration": 43199, "loss_box_reg": 0.29519614577293396, "loss_cls": 0.14153292682021856, "loss_rpn_cls": 0.016894568281713873, "loss_rpn_loc": 0.04413528251461685, "lr": 0.002, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8387592034414411, "total_loss": 0.49922656861599535}
{"data_time": 0.02686300757341087, "eta_seconds": 7820.833874341799, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.14931801866475233, "fast_rcnn/fg_cls_accuracy": 0.8236422056384742, "iteration": 43219, "loss_box_reg": 0.2798267789185047, "loss_cls": 0.13432045513764024, "loss_rpn_cls": 0.013887762601370923, "loss_rpn_loc": 0.04100043582729995, "lr": 0.002, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8488921816460788, "total_loss": 0.4839369623514358}
{"data_time": 0.02799566532485187, "eta_seconds": 7804.500675688963, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.08629738643214299, "fast_rcnn/fg_cls_accuracy": 0.9080026024723488, "iteration": 43239, "loss_box_reg": 0.2794556161388755, "loss_cls": 0.13667622744105756, "loss_rpn_cls": 0.01353136972466018, "loss_rpn_loc": 0.044177917880006135, "lr": 0.002, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.847870439523831, "total_loss": 0.4757974042222486}
{"data_time": 0.02852913597598672, "eta_seconds": 7786.143471054267, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.095703125, "fast_rcnn/fg_cls_accuracy": 0.855671672077922, "iteration": 43259, "loss_box_reg": 0.28335375897586346, "loss_cls": 0.14191599423065782, "loss_rpn_cls": 0.015929951157886535, "loss_rpn_loc": 0.0415591353084892, "lr": 0.002, "roi_head/num_bg_samples": 411.75, "roi_head/num_fg_samples": 100.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8408574990462512, "total_loss": 0.4834757420612732}
{"data_time": 0.025593630969524384, "eta_seconds": 7769.887924523326, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.12109375, "fast_rcnn/fg_cls_accuracy": 0.8633779393564356, "iteration": 43279, "loss_box_reg": 0.27423600293695927, "loss_cls": 0.1274783224798739, "loss_rpn_cls": 0.016167078356374986, "loss_rpn_loc": 0.04349493107292801, "lr": 0.002, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.845238040201366, "total_loss": 0.4605213668110082}
{"data_time": 0.025314297061413527, "eta_seconds": 7753.035331692779, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.13487098029045644, "fast_rcnn/fg_cls_accuracy": 0.8417550330413401, "iteration": 43299, "loss_box_reg": 0.2796038705855608, "loss_cls": 0.13313088985159993, "loss_rpn_cls": 0.016283915931126103, "loss_rpn_loc": 0.04008503747172654, "lr": 0.002, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.8416577295865864, "total_loss": 0.47397492136224173}
{"data_time": 0.02929035178385675, "eta_seconds": 7737.082464474719, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.12574110671936758, "fast_rcnn/fg_cls_accuracy": 0.84765625, "iteration": 43319, "loss_box_reg": 0.2914334973320365, "loss_cls": 0.13648064015433192, "loss_rpn_cls": 0.016425477631855756, "loss_rpn_loc": 0.04508044081740081, "lr": 0.002, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8434792296029627, "total_loss": 0.4954814961820375}
{"data_time": 0.021937848534435034, "eta_seconds": 7718.738268404733, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.09624191810344827, "fast_rcnn/fg_cls_accuracy": 0.8947964891975309, "iteration": 43339, "loss_box_reg": 0.2875496204942465, "loss_cls": 0.1385414768010378, "loss_rpn_cls": 0.015554836601950228, "loss_rpn_loc": 0.04601760138757527, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 201.25, "rpn/num_pos_anchors": 54.75, "time": 0.8405616646632552, "total_loss": 0.48426945245591924}
{"data_time": 0.023033283185213804, "eta_seconds": 7701.043654588284, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.11328125, "fast_rcnn/fg_cls_accuracy": 0.8660511363636363, "iteration": 43359, "loss_box_reg": 0.29555975273251534, "loss_cls": 0.1318799634464085, "loss_rpn_cls": 0.015916946897050366, "loss_rpn_loc": 0.04314704064745456, "lr": 0.002, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.83682417916134, "total_loss": 0.4902008766075596}
{"data_time": 0.022393966326490045, "eta_seconds": 7684.303583924891, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.1306632781124498, "fast_rcnn/fg_cls_accuracy": 0.8480084528688525, "iteration": 43379, "loss_box_reg": 0.28951232228428125, "loss_cls": 0.14487913297489285, "loss_rpn_cls": 0.016650224424665794, "loss_rpn_loc": 0.04646122094709426, "lr": 0.002, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8359555681236088, "total_loss": 0.5012678473140113}
{"data_time": 0.031041819602251053, "eta_seconds": 7667.453888532007, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.12999131944444445, "fast_rcnn/fg_cls_accuracy": 0.850753754442279, "iteration": 43399, "loss_box_reg": 0.28183186892420053, "loss_cls": 0.13355765165761113, "loss_rpn_cls": 0.014600680777220987, "loss_rpn_loc": 0.04395014065084979, "lr": 0.002, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.846884453902021, "total_loss": 0.4833292608964257}
{"data_time": 0.02793969097547233, "eta_seconds": 7649.984612617409, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.12310987903225806, "fast_rcnn/fg_cls_accuracy": 0.861328125, "iteration": 43419, "loss_box_reg": 0.29826163966208696, "loss_cls": 0.13726145680993795, "loss_rpn_cls": 0.014953715726733208, "loss_rpn_loc": 0.04165731745888479, "lr": 0.002, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.8396627469919622, "total_loss": 0.5018517687858548}
{"data_time": 0.03409067913889885, "eta_seconds": 7629.914906151593, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.1172944045522287, "fast_rcnn/fg_cls_accuracy": 0.8715022467320261, "iteration": 43439, "loss_box_reg": 0.30271561723202467, "loss_cls": 0.12985374103300273, "loss_rpn_cls": 0.014708178816363215, "loss_rpn_loc": 0.04373646335443482, "lr": 0.002, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8375129343476146, "total_loss": 0.5037958441826049}
{"data_time": 0.02580434363335371, "eta_seconds": 7612.380609404063, "fast_rcnn/cls_accuracy": 0.93603515625, "fast_rcnn/false_negative": 0.11336331407563024, "fast_rcnn/fg_cls_accuracy": 0.873896103896104, "iteration": 43459, "loss_box_reg": 0.2886330420151353, "loss_cls": 0.1378656995948404, "loss_rpn_cls": 0.014542742108460516, "loss_rpn_loc": 0.04442079708678648, "lr": 0.002, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8411816356237978, "total_loss": 0.49080624838825315}
{"data_time": 0.024899160722270608, "eta_seconds": 7596.106899199309, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.10546875, "fast_rcnn/fg_cls_accuracy": 0.882747032122905, "iteration": 43479, "loss_box_reg": 0.29408000968396664, "loss_cls": 0.1443612053990364, "loss_rpn_cls": 0.015393857000162825, "loss_rpn_loc": 0.043911492568440735, "lr": 0.002, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.8422404776792973, "total_loss": 0.49958951120788697}
{"data_time": 0.03231408051215112, "eta_seconds": 7580.729109683773, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.1094017094017094, "fast_rcnn/fg_cls_accuracy": 0.8671875, "iteration": 43499, "loss_box_reg": 0.2870952747762203, "loss_cls": 0.12968943174928427, "loss_rpn_cls": 0.01356206485797884, "loss_rpn_loc": 0.04231056722346693, "lr": 0.002, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8471622751094401, "total_loss": 0.47762808194966055}
{"data_time": 0.03301909635774791, "eta_seconds": 7563.873725262238, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.11901667749620966, "fast_rcnn/fg_cls_accuracy": 0.8751137102014295, "iteration": 43519, "loss_box_reg": 0.2818298898637295, "loss_cls": 0.13374934787862003, "loss_rpn_cls": 0.013408628925390076, "loss_rpn_loc": 0.04028179819579236, "lr": 0.002, "roi_head/num_bg_samples": 390.0, "roi_head/num_fg_samples": 122.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8441996776964515, "total_loss": 0.467704797280021}
{"data_time": 0.025984053034335375, "eta_seconds": 7547.029557073256, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.10925634982979837, "fast_rcnn/fg_cls_accuracy": 0.851688821517413, "iteration": 43539, "loss_box_reg": 0.2956458190456033, "loss_cls": 0.13907967042177916, "loss_rpn_cls": 0.020015392437926494, "loss_rpn_loc": 0.04527425090782344, "lr": 0.002, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8436549024190754, "total_loss": 0.5050463628722355}
{"data_time": 0.026144044706597924, "eta_seconds": 7529.176644884748, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.109375, "fast_rcnn/fg_cls_accuracy": 0.8786796443370166, "iteration": 43559, "loss_box_reg": 0.2797435447573662, "loss_cls": 0.13454407779499888, "loss_rpn_cls": 0.015521348657784984, "loss_rpn_loc": 0.04038745048455894, "lr": 0.002, "roi_head/num_bg_samples": 385.0, "roi_head/num_fg_samples": 127.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8426697254180908, "total_loss": 0.4667410135298269}
{"data_time": 0.032456517685204744, "eta_seconds": 7513.341220695293, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.13154761904761905, "fast_rcnn/fg_cls_accuracy": 0.8381911057692308, "iteration": 43579, "loss_box_reg": 0.2853273404762149, "loss_cls": 0.135662411339581, "loss_rpn_cls": 0.014065579729503952, "loss_rpn_loc": 0.0440146466717124, "lr": 0.002, "roi_head/num_bg_samples": 417.25, "roi_head/num_fg_samples": 94.75, "rpn/num_neg_anchors": 224.75, "rpn/num_pos_anchors": 31.25, "time": 0.8451275632251054, "total_loss": 0.4929419516993221}
{"data_time": 0.030074517941102386, "eta_seconds": 7498.107739578467, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.12108472400513479, "fast_rcnn/fg_cls_accuracy": 0.8521522145976295, "iteration": 43599, "loss_box_reg": 0.30144978780299425, "loss_cls": 0.14415619242936373, "loss_rpn_cls": 0.013992599255288951, "loss_rpn_loc": 0.04433665459509939, "lr": 0.002, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8438138084020466, "total_loss": 0.5009980931208702}
{"data_time": 0.025468041887506843, "eta_seconds": 7481.501304333797, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.11025649889380532, "fast_rcnn/fg_cls_accuracy": 0.87890625, "iteration": 43619, "loss_box_reg": 0.2855946160852909, "loss_cls": 0.13527782121673226, "loss_rpn_cls": 0.014145965891657397, "loss_rpn_loc": 0.04401219787541777, "lr": 0.002, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.8407031227834523, "total_loss": 0.4842967899458017}
{"data_time": 0.03143710293807089, "eta_seconds": 7464.0595646311995, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.107421875, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 43639, "loss_box_reg": 0.2864576065912843, "loss_cls": 0.13807850098237395, "loss_rpn_cls": 0.015390664630103856, "loss_rpn_loc": 0.04498432215768844, "lr": 0.002, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8414490879513323, "total_loss": 0.47974216505826917}
{"data_time": 0.030770310666412115, "eta_seconds": 7445.964547939366, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.10071491745283019, "fast_rcnn/fg_cls_accuracy": 0.8739769345238095, "iteration": 43659, "loss_box_reg": 0.2813049238175154, "loss_cls": 0.13172880513593554, "loss_rpn_cls": 0.014256936556193978, "loss_rpn_loc": 0.04236048134043813, "lr": 0.002, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8385374590288848, "total_loss": 0.47800695881596766}
{"data_time": 0.02897017914801836, "eta_seconds": 7427.420076437527, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.15646853146853146, "fast_rcnn/fg_cls_accuracy": 0.8342952806122449, "iteration": 43679, "loss_box_reg": 0.29978410992771387, "loss_cls": 0.14348996430635452, "loss_rpn_cls": 0.016368133277865127, "loss_rpn_loc": 0.04664049902930856, "lr": 0.002, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.8373840993735939, "total_loss": 0.5262161731952801}
{"data_time": 0.025687549030408263, "eta_seconds": 7410.351398738334, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.12083056294326242, "fast_rcnn/fg_cls_accuracy": 0.8713138671026219, "iteration": 43699, "loss_box_reg": 0.28871116787195206, "loss_cls": 0.13300171168521047, "loss_rpn_cls": 0.01669454763759859, "loss_rpn_loc": 0.040556415158789605, "lr": 0.002, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.8374003553763032, "total_loss": 0.47762388436240144}
{"data_time": 0.018177493941038847, "eta_seconds": 7393.739450311521, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.11339195344129555, "fast_rcnn/fg_cls_accuracy": 0.8743898207056102, "iteration": 43719, "loss_box_reg": 0.29088093154132366, "loss_cls": 0.1300177169032395, "loss_rpn_cls": 0.01616411028226139, "loss_rpn_loc": 0.04195163387339562, "lr": 0.002, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8427707734517753, "total_loss": 0.47906545789010124}
{"data_time": 0.02516939351335168, "eta_seconds": 7378.206763681956, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.083984375, "fast_rcnn/fg_cls_accuracy": 0.9041559278350515, "iteration": 43739, "loss_box_reg": 0.28801487665623426, "loss_cls": 0.13887432450428605, "loss_rpn_cls": 0.016095498722279444, "loss_rpn_loc": 0.04298561532050371, "lr": 0.002, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8421121046412736, "total_loss": 0.4942742215207545}
{"data_time": 0.02927317190915346, "eta_seconds": 7361.743706994457, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.11227912303664922, "fast_rcnn/fg_cls_accuracy": 0.8596027186098655, "iteration": 43759, "loss_box_reg": 0.2912751091644168, "loss_cls": 0.1413612305186689, "loss_rpn_cls": 0.01733062815037556, "loss_rpn_loc": 0.044755381532013416, "lr": 0.002, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.8433350054547191, "total_loss": 0.48848622085643}
{"data_time": 0.031656853621825576, "eta_seconds": 7345.815242656041, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.10853794642857142, "fast_rcnn/fg_cls_accuracy": 0.8705422929560861, "iteration": 43779, "loss_box_reg": 0.2936725961044431, "loss_cls": 0.14183825254440308, "loss_rpn_cls": 0.01568841526750475, "loss_rpn_loc": 0.04744209232740104, "lr": 0.002, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8458227775990963, "total_loss": 0.5016421031759819}
{"data_time": 0.02518118848092854, "eta_seconds": 7328.20039581554, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.1213794796269023, "fast_rcnn/fg_cls_accuracy": 0.8736912048969072, "iteration": 43799, "loss_box_reg": 0.2827845523133874, "loss_cls": 0.13663626369088888, "loss_rpn_cls": 0.018570692031062208, "loss_rpn_loc": 0.039621814619749784, "lr": 0.002, "roi_head/num_bg_samples": 389.5, "roi_head/num_fg_samples": 122.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8429570705629885, "total_loss": 0.4760379395156633}
{"data_time": 0.01957613881677389, "eta_seconds": 7309.537884996505, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.16819490131578946, "fast_rcnn/fg_cls_accuracy": 0.8309640786082475, "iteration": 43819, "loss_box_reg": 0.29632207192480564, "loss_cls": 0.14306302974000573, "loss_rpn_cls": 0.01383240264840424, "loss_rpn_loc": 0.039686189731583, "lr": 0.002, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8340982291847467, "total_loss": 0.49519016446720343}
{"data_time": 0.025453319307416677, "eta_seconds": 7292.697571933502, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.11053284056886228, "fast_rcnn/fg_cls_accuracy": 0.8576610331632653, "iteration": 43839, "loss_box_reg": 0.28930036164820194, "loss_cls": 0.13644198002293706, "loss_rpn_cls": 0.012440068559953943, "loss_rpn_loc": 0.04419848567340523, "lr": 0.002, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8420016511809081, "total_loss": 0.48162472966942005}
{"data_time": 0.031737638637423515, "eta_seconds": 7277.31151101226, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.115234375, "fast_rcnn/fg_cls_accuracy": 0.8703371793435645, "iteration": 43859, "loss_box_reg": 0.28813877096399665, "loss_cls": 0.13389442255720496, "loss_rpn_cls": 0.01495985040673986, "loss_rpn_loc": 0.044500264688394964, "lr": 0.002, "roi_head/num_bg_samples": 401.25, "roi_head/num_fg_samples": 110.75, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8429545294493437, "total_loss": 0.47670822372310795}
{"data_time": 0.02827751566655934, "eta_seconds": 7259.708891203394, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.107421875, "fast_rcnn/fg_cls_accuracy": 0.8643329326923077, "iteration": 43879, "loss_box_reg": 0.28166439943015575, "loss_cls": 0.1369743007235229, "loss_rpn_cls": 0.015777823340613395, "loss_rpn_loc": 0.045528344810009, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8416937252040952, "total_loss": 0.4730778855155222}
{"data_time": 0.03128973301500082, "eta_seconds": 7241.784231910715, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.1134453781512605, "fast_rcnn/fg_cls_accuracy": 0.8816526610644257, "iteration": 43899, "loss_box_reg": 0.2989715142175555, "loss_cls": 0.1375322537496686, "loss_rpn_cls": 0.0158751547569409, "loss_rpn_loc": 0.04887034755665809, "lr": 0.002, "roi_head/num_bg_samples": 406.75, "roi_head/num_fg_samples": 105.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8389124849345535, "total_loss": 0.5092524135179701}
{"data_time": 0.020768192363902926, "eta_seconds": 7224.774208954768, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.12662919844774523, "fast_rcnn/fg_cls_accuracy": 0.8522012578616353, "iteration": 43919, "loss_box_reg": 0.2802111329510808, "loss_cls": 0.1297136778011918, "loss_rpn_cls": 0.015220967157802079, "loss_rpn_loc": 0.03896590869408101, "lr": 0.002, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.844772374490276, "total_loss": 0.4584481062265695}
{"data_time": 0.02746590576134622, "eta_seconds": 7207.703457288211, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.14150885391047713, "fast_rcnn/fg_cls_accuracy": 0.8584911460895228, "iteration": 43939, "loss_box_reg": 0.284626092761755, "loss_cls": 0.14600074151530862, "loss_rpn_cls": 0.014397492443094961, "loss_rpn_loc": 0.044269384583458304, "lr": 0.002, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8417581361718476, "total_loss": 0.491422369479551}
{"data_time": 0.021731851622462273, "eta_seconds": 7191.842381947674, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.12536683058375636, "fast_rcnn/fg_cls_accuracy": 0.8631439917739248, "iteration": 43959, "loss_box_reg": 0.29019875917583704, "loss_cls": 0.13733057118952274, "loss_rpn_cls": 0.014088066294789314, "loss_rpn_loc": 0.04443562659434974, "lr": 0.002, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8474876929540187, "total_loss": 0.48727881675586104}
{"data_time": 0.03453551675193012, "eta_seconds": 7175.521557544824, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.09718561746987953, "fast_rcnn/fg_cls_accuracy": 0.8565649703557312, "iteration": 43979, "loss_box_reg": 0.2929489756934345, "loss_cls": 0.134170682169497, "loss_rpn_cls": 0.013805361799313687, "loss_rpn_loc": 0.03952035028487444, "lr": 0.002, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8434324564877898, "total_loss": 0.48268158166320063}
{"data_time": 0.02827238943427801, "eta_seconds": 7158.6795869837515, "fast_rcnn/cls_accuracy": 0.95947265625, "fast_rcnn/false_negative": 0.08647629310344827, "fast_rcnn/fg_cls_accuracy": 0.903884908195253, "iteration": 43999, "loss_box_reg": 0.2896707961335778, "loss_cls": 0.13421857310459018, "loss_rpn_cls": 0.014710091025335714, "loss_rpn_loc": 0.04642019356833771, "lr": 0.002, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8452173236291856, "total_loss": 0.4791638065944426}
{"data_time": 0.030414218083024025, "eta_seconds": 7143.00225714175, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.08965574866310161, "fast_rcnn/fg_cls_accuracy": 0.8988372093023256, "iteration": 44019, "loss_box_reg": 0.282280879560858, "loss_cls": 0.1327683269046247, "loss_rpn_cls": 0.014275047346018255, "loss_rpn_loc": 0.04168809507973492, "lr": 0.002, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8491303811315447, "total_loss": 0.4649003559607081}
{"data_time": 0.015204942552372813, "eta_seconds": 7125.925352348713, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.087890625, "fast_rcnn/fg_cls_accuracy": 0.908203125, "iteration": 44039, "loss_box_reg": 0.29719251580536366, "loss_cls": 0.1374351759441197, "loss_rpn_cls": 0.012426207744283602, "loss_rpn_loc": 0.04269347176887095, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8403729880228639, "total_loss": 0.4950301700155251}
{"data_time": 0.025620344560593367, "eta_seconds": 7109.68548181816, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.12532075471698112, "fast_rcnn/fg_cls_accuracy": 0.86328125, "iteration": 44059, "loss_box_reg": 0.28277996368706226, "loss_cls": 0.13262609113007784, "loss_rpn_cls": 0.016772487782873213, "loss_rpn_loc": 0.042703760613221675, "lr": 0.002, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8474552531260997, "total_loss": 0.46946439357998315}
{"data_time": 0.02700766664929688, "eta_seconds": 7092.468106047716, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.11899434762129063, "fast_rcnn/fg_cls_accuracy": 0.8688269106217616, "iteration": 44079, "loss_box_reg": 0.2922220970503986, "loss_cls": 0.13962877122685313, "loss_rpn_cls": 0.014366414561663987, "loss_rpn_loc": 0.042867278680205345, "lr": 0.002, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8409014977514744, "total_loss": 0.4982891734834993}
{"data_time": 0.02386929141357541, "eta_seconds": 7077.669796266826, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.10708702449192287, "fast_rcnn/fg_cls_accuracy": 0.8882758319884851, "iteration": 44099, "loss_box_reg": 0.2874282691627741, "loss_cls": 0.13193220039829612, "loss_rpn_cls": 0.013665587350260466, "loss_rpn_loc": 0.041056286077946424, "lr": 0.002, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8467676334548742, "total_loss": 0.47748800285626203}
{"data_time": 0.029938368359580636, "eta_seconds": 7060.366607461823, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.13322246858832226, "fast_rcnn/fg_cls_accuracy": 0.8571461397058824, "iteration": 44119, "loss_box_reg": 0.2941680597141385, "loss_cls": 0.13576434925198555, "loss_rpn_cls": 0.014044939947780222, "loss_rpn_loc": 0.04161505959928036, "lr": 0.002, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8425929711665958, "total_loss": 0.48972939417581074}
{"data_time": 0.02942976844497025, "eta_seconds": 7043.786375375697, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.10284174673377053, "fast_rcnn/fg_cls_accuracy": 0.8857677519633508, "iteration": 44139, "loss_box_reg": 0.2867744881659746, "loss_cls": 0.13299198960885406, "loss_rpn_cls": 0.014226838960894383, "loss_rpn_loc": 0.042131300491746515, "lr": 0.002, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8429344487376511, "total_loss": 0.4800329790596152}
{"data_time": 0.02585413306951523, "eta_seconds": 7026.669594659237, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.13367220431440616, "fast_rcnn/fg_cls_accuracy": 0.8520485311059908, "iteration": 44159, "loss_box_reg": 0.2799531640484929, "loss_cls": 0.13171866233460605, "loss_rpn_cls": 0.014454776712227613, "loss_rpn_loc": 0.040196666959673166, "lr": 0.002, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8425160676706582, "total_loss": 0.4743385042529553}
{"data_time": 0.024823219515383244, "eta_seconds": 7009.918914514827, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.09734133790737565, "fast_rcnn/fg_cls_accuracy": 0.875442216981132, "iteration": 44179, "loss_box_reg": 0.28490461129695177, "loss_cls": 0.13355082808993757, "loss_rpn_cls": 0.014363143738592044, "loss_rpn_loc": 0.041488817892968655, "lr": 0.002, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8402122207917273, "total_loss": 0.4745973386161495}
{"data_time": 0.029683042084798217, "eta_seconds": 6991.979639406083, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.11852181311881188, "fast_rcnn/fg_cls_accuracy": 0.8649913904433921, "iteration": 44199, "loss_box_reg": 0.2970511019229889, "loss_cls": 0.1434368707705289, "loss_rpn_cls": 0.014539842122758273, "loss_rpn_loc": 0.04550846526399255, "lr": 0.002, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8329092978965491, "total_loss": 0.5046667133137817}
{"data_time": 0.01747699989937246, "eta_seconds": 6973.967607584782, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.12109375, "fast_rcnn/fg_cls_accuracy": 0.8687288851351351, "iteration": 44219, "loss_box_reg": 0.29791218414902687, "loss_cls": 0.1390093737281859, "loss_rpn_cls": 0.01602791468758369, "loss_rpn_loc": 0.04314063460333273, "lr": 0.002, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.8414807678200305, "total_loss": 0.49456865632964764}
{"data_time": 0.027027438394725323, "eta_seconds": 6956.575940250885, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.09765625, "fast_rcnn/fg_cls_accuracy": 0.8787735133495146, "iteration": 44239, "loss_box_reg": 0.27533223293721676, "loss_cls": 0.13575980928726494, "loss_rpn_cls": 0.015458774956641719, "loss_rpn_loc": 0.04377421858953312, "lr": 0.002, "roi_head/num_bg_samples": 384.5, "roi_head/num_fg_samples": 127.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8482400621287525, "total_loss": 0.4853589652921073}
{"data_time": 0.03289131750352681, "eta_seconds": 6940.67615821003, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.11888128890041494, "fast_rcnn/fg_cls_accuracy": 0.8567628162227279, "iteration": 44259, "loss_box_reg": 0.2739330567419529, "loss_cls": 0.13256513141095638, "loss_rpn_cls": 0.01651200238848105, "loss_rpn_loc": 0.04080861003603786, "lr": 0.002, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.843216591514647, "total_loss": 0.4746470328827854}
{"data_time": 0.029971441021189094, "eta_seconds": 6923.437713072635, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.1296553476162249, "fast_rcnn/fg_cls_accuracy": 0.85685828116107, "iteration": 44279, "loss_box_reg": 0.2976272916421294, "loss_cls": 0.142459207912907, "loss_rpn_cls": 0.015378287091152743, "loss_rpn_loc": 0.04333303077146411, "lr": 0.002, "roi_head/num_bg_samples": 392.75, "roi_head/num_fg_samples": 119.25, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.8428227114491165, "total_loss": 0.4955733589740703}
{"data_time": 0.02090029721148312, "eta_seconds": 6907.087857267354, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.13177400914634146, "fast_rcnn/fg_cls_accuracy": 0.8565167682926829, "iteration": 44299, "loss_box_reg": 0.27719119004905224, "loss_cls": 0.13216027757152915, "loss_rpn_cls": 0.015978191804606467, "loss_rpn_loc": 0.03983112168498337, "lr": 0.002, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8485006741248071, "total_loss": 0.4817281100258697}
{"data_time": 0.0266282195225358, "eta_seconds": 6888.732937337598, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.10881595881595882, "fast_rcnn/fg_cls_accuracy": 0.8654119318181819, "iteration": 44319, "loss_box_reg": 0.28539322037249804, "loss_cls": 0.13958763936534524, "loss_rpn_cls": 0.016158179569174536, "loss_rpn_loc": 0.041788621339946985, "lr": 0.002, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8348590922541916, "total_loss": 0.48039384609728586}
{"data_time": 0.028736967826262116, "eta_seconds": 6872.140121980803, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.1205318085239345, "fast_rcnn/fg_cls_accuracy": 0.8613349203442593, "iteration": 44339, "loss_box_reg": 0.2877561766654253, "loss_cls": 0.1383315217681229, "loss_rpn_cls": 0.015475091931875795, "loss_rpn_loc": 0.03994776913896203, "lr": 0.002, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8418214144185185, "total_loss": 0.4863852583366679}
{"data_time": 0.0248366785235703, "eta_seconds": 6856.497077095555, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.10104580026455026, "fast_rcnn/fg_cls_accuracy": 0.868460591133005, "iteration": 44359, "loss_box_reg": 0.28238750249147415, "loss_cls": 0.13622832437977195, "loss_rpn_cls": 0.014948186813853681, "loss_rpn_loc": 0.04280547105008736, "lr": 0.002, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.842385692987591, "total_loss": 0.4882409443089273}
{"data_time": 0.02266362402588129, "eta_seconds": 6839.655204578536, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.11094155844155844, "fast_rcnn/fg_cls_accuracy": 0.8570310053241466, "iteration": 44379, "loss_box_reg": 0.2868690127506852, "loss_cls": 0.13680565357208252, "loss_rpn_cls": 0.01666408708842937, "loss_rpn_loc": 0.045971181825734675, "lr": 0.002, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.8418973025400192, "total_loss": 0.4842085183772724}
{"data_time": 0.029867322649806738, "eta_seconds": 6822.756540699396, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.12458382709779359, "fast_rcnn/fg_cls_accuracy": 0.8571428571428571, "iteration": 44399, "loss_box_reg": 0.28920151572674513, "loss_cls": 0.13630104390904307, "loss_rpn_cls": 0.013869438727851957, "loss_rpn_loc": 0.046079349413048476, "lr": 0.002, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.842065033968538, "total_loss": 0.4795174347527791}
{"data_time": 0.0313033836428076, "eta_seconds": 6805.966470656218, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.12535714285714286, "fast_rcnn/fg_cls_accuracy": 0.8572460989351347, "iteration": 44419, "loss_box_reg": 0.2870652051642537, "loss_cls": 0.1364343841560185, "loss_rpn_cls": 0.013359405405935831, "loss_rpn_loc": 0.04283579147886485, "lr": 0.002, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8385764444246888, "total_loss": 0.4802331361352117}
{"data_time": 0.02692497498355806, "eta_seconds": 6790.061841397779, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.09739101080246913, "fast_rcnn/fg_cls_accuracy": 0.8853174603174603, "iteration": 44439, "loss_box_reg": 0.2858143365010619, "loss_cls": 0.128530063200742, "loss_rpn_cls": 0.016027036210289225, "loss_rpn_loc": 0.0446371947764419, "lr": 0.002, "roi_head/num_bg_samples": 407.0, "roi_head/num_fg_samples": 105.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8424035366624594, "total_loss": 0.4729596243123524}
{"data_time": 0.022354488726705313, "eta_seconds": 6773.9419986398425, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.11439459303997698, "fast_rcnn/fg_cls_accuracy": 0.8722981486866337, "iteration": 44459, "loss_box_reg": 0.2800537496805191, "loss_cls": 0.13868051464669406, "loss_rpn_cls": 0.01378041788120754, "loss_rpn_loc": 0.045019207056611776, "lr": 0.002, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8424662535544485, "total_loss": 0.48722263384843245}
{"data_time": 0.026909430976957083, "eta_seconds": 6756.706970471423, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.12992953899934453, "fast_rcnn/fg_cls_accuracy": 0.8459979363207547, "iteration": 44479, "loss_box_reg": 0.27870213612914085, "loss_cls": 0.13423295877873898, "loss_rpn_cls": 0.013715335924644023, "loss_rpn_loc": 0.041689916455652565, "lr": 0.002, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8397628862876445, "total_loss": 0.4672984804929001}
{"data_time": 0.0232044430449605, "eta_seconds": 6739.85942784464, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.12849253386699508, "fast_rcnn/fg_cls_accuracy": 0.8661692500240685, "iteration": 44499, "loss_box_reg": 0.29470729921013117, "loss_cls": 0.14089972479268909, "loss_rpn_cls": 0.014639958419138566, "loss_rpn_loc": 0.04448243137449026, "lr": 0.002, "roi_head/num_bg_samples": 389.0, "roi_head/num_fg_samples": 123.0, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.845405277563259, "total_loss": 0.5026176350511378}
{"data_time": 0.027697296114638448, "eta_seconds": 6723.011885217857, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.8661748671118986, "iteration": 44519, "loss_box_reg": 0.27996527403593063, "loss_cls": 0.13397385831922293, "loss_rpn_cls": 0.013118019807734527, "loss_rpn_loc": 0.04073098680237308, "lr": 0.002, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8429161664098501, "total_loss": 0.48217717780789826}
{"data_time": 0.029125558445230126, "eta_seconds": 6705.828348761657, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.15784801136363635, "fast_rcnn/fg_cls_accuracy": 0.832271782635468, "iteration": 44539, "loss_box_reg": 0.2827335689216852, "loss_cls": 0.14830758422613144, "loss_rpn_cls": 0.015797104104422033, "loss_rpn_loc": 0.04304201854392886, "lr": 0.002, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8413787425961345, "total_loss": 0.49996644447674043}
{"data_time": 0.029056942090392113, "eta_seconds": 6689.172697912669, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1290236051502146, "fast_rcnn/fg_cls_accuracy": 0.8549886621315193, "iteration": 44559, "loss_box_reg": 0.2897514319047332, "loss_cls": 0.126916135661304, "loss_rpn_cls": 0.014862094525597058, "loss_rpn_loc": 0.041484281537123024, "lr": 0.002, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8428633534349501, "total_loss": 0.4736730996228289}
{"data_time": 0.027228734921664, "eta_seconds": 6671.296879550675, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.14016685956790123, "fast_rcnn/fg_cls_accuracy": 0.8454418789808917, "iteration": 44579, "loss_box_reg": 0.3005579439923167, "loss_cls": 0.14174540294334292, "loss_rpn_cls": 0.01386098402144853, "loss_rpn_loc": 0.04318850697018206, "lr": 0.002, "roi_head/num_bg_samples": 403.5, "roi_head/num_fg_samples": 108.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8388554961420596, "total_loss": 0.5010128342692042}
{"data_time": 0.026380555937066674, "eta_seconds": 6655.076977543533, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.11328125, "fast_rcnn/fg_cls_accuracy": 0.8749408143939394, "iteration": 44599, "loss_box_reg": 0.28147201612591743, "loss_cls": 0.13504114840179682, "loss_rpn_cls": 0.014748829504242167, "loss_rpn_loc": 0.040588539210148156, "lr": 0.002, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.8469102950766683, "total_loss": 0.4675294912085519}
{"data_time": 0.028241185937076807, "eta_seconds": 6638.631158827571, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.8617527173913043, "iteration": 44619, "loss_box_reg": 0.298107021022588, "loss_cls": 0.1433942369185388, "loss_rpn_cls": 0.013377750146901235, "loss_rpn_loc": 0.045732337050139904, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8469697225373238, "total_loss": 0.4973904116777703}
{"data_time": 0.038288085255771875, "eta_seconds": 6622.143386057112, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.11766547995780591, "fast_rcnn/fg_cls_accuracy": 0.8725991561181434, "iteration": 44639, "loss_box_reg": 0.29366462398320436, "loss_cls": 0.13733354164287448, "loss_rpn_cls": 0.014686572772916406, "loss_rpn_loc": 0.040428272215649486, "lr": 0.002, "roi_head/num_bg_samples": 390.0, "roi_head/num_fg_samples": 122.0, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.846252408111468, "total_loss": 0.5025147975247819}
{"data_time": 0.029677710961550474, "eta_seconds": 6605.490686783334, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.11458053916309013, "fast_rcnn/fg_cls_accuracy": 0.8679613797169812, "iteration": 44659, "loss_box_reg": 0.2736942423507571, "loss_cls": 0.13744421303272247, "loss_rpn_cls": 0.013465769407048356, "loss_rpn_loc": 0.04105108312796801, "lr": 0.002, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8405225544702262, "total_loss": 0.47201128158485517}
{"data_time": 0.030849451199173927, "eta_seconds": 6588.6420942905825, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.1218999335106383, "fast_rcnn/fg_cls_accuracy": 0.866572799332499, "iteration": 44679, "loss_box_reg": 0.28991982340812683, "loss_cls": 0.1321347262710333, "loss_rpn_cls": 0.013242834567790851, "loss_rpn_loc": 0.04288048291346058, "lr": 0.002, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8398033829871565, "total_loss": 0.4965628668142017}
{"data_time": 0.02958559710532427, "eta_seconds": 6572.7292965408415, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.10449634308510639, "fast_rcnn/fg_cls_accuracy": 0.8776401390250423, "iteration": 44699, "loss_box_reg": 0.28797392966225743, "loss_cls": 0.14129832200706005, "loss_rpn_cls": 0.015209557983325794, "loss_rpn_loc": 0.04338252486195415, "lr": 0.002, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8449863272253424, "total_loss": 0.4914287018618779}
{"data_time": 0.02604684536345303, "eta_seconds": 6555.588351272745, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.09964278424168198, "fast_rcnn/fg_cls_accuracy": 0.8804133858267716, "iteration": 44719, "loss_box_reg": 0.28930928371846676, "loss_cls": 0.13306821323931217, "loss_rpn_cls": 0.013606453270767815, "loss_rpn_loc": 0.04413407016545534, "lr": 0.002, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.84070995869115, "total_loss": 0.4861208445945522}
{"data_time": 0.018871629843488336, "eta_seconds": 6539.0799800050445, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.10648032868525897, "fast_rcnn/fg_cls_accuracy": 0.8823849041691365, "iteration": 44739, "loss_box_reg": 0.29269005823880434, "loss_cls": 0.13407833175733685, "loss_rpn_cls": 0.01344958966365084, "loss_rpn_loc": 0.04044524428900331, "lr": 0.002, "roi_head/num_bg_samples": 385.25, "roi_head/num_fg_samples": 126.75, "rpn/num_neg_anchors": 223.5, "rpn/num_pos_anchors": 32.5, "time": 0.8437446653842926, "total_loss": 0.4887121839565225}
{"data_time": 0.029179641278460622, "eta_seconds": 6522.864893713733, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.1015625, "fast_rcnn/fg_cls_accuracy": 0.8799655720338984, "iteration": 44759, "loss_box_reg": 0.2778698103502393, "loss_cls": 0.12506166845560074, "loss_rpn_cls": 0.012867309138528071, "loss_rpn_loc": 0.04132159281289205, "lr": 0.002, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8462348310276866, "total_loss": 0.4572524629475083}
{"data_time": 0.027296379674226046, "eta_seconds": 6506.983994900016, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.09701454387444725, "fast_rcnn/fg_cls_accuracy": 0.8892118863049095, "iteration": 44779, "loss_box_reg": 0.28750351164489985, "loss_cls": 0.12962101818993688, "loss_rpn_cls": 0.012323832270340063, "loss_rpn_loc": 0.04102302168030292, "lr": 0.002, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8472800101153553, "total_loss": 0.4702990556979785}
{"data_time": 0.02668680506758392, "eta_seconds": 6488.526597863529, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.11203849175176747, "fast_rcnn/fg_cls_accuracy": 0.8683826958955223, "iteration": 44799, "loss_box_reg": 0.285905378870666, "loss_cls": 0.13023450784385204, "loss_rpn_cls": 0.0149583981547039, "loss_rpn_loc": 0.04250160010997206, "lr": 0.002, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8369558926206082, "total_loss": 0.4708869144524215}
{"data_time": 0.031057966174557805, "eta_seconds": 6473.273418576224, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.1349654796511628, "fast_rcnn/fg_cls_accuracy": 0.8447430719955438, "iteration": 44819, "loss_box_reg": 0.27991199027746916, "loss_cls": 0.13768815621733665, "loss_rpn_cls": 0.013271712043206207, "loss_rpn_loc": 0.043455721461214125, "lr": 0.002, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.839465040480718, "total_loss": 0.4699341971136164}
{"data_time": 0.022157023660838604, "eta_seconds": 6456.762483838247, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.11328125, "fast_rcnn/fg_cls_accuracy": 0.8625169836956521, "iteration": 44839, "loss_box_reg": 0.28407218400388956, "loss_cls": 0.14145886711776257, "loss_rpn_cls": 0.014052611295483075, "loss_rpn_loc": 0.04481680935714394, "lr": 0.002, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8444256002549082, "total_loss": 0.496762857932481}
{"data_time": 0.029054388403892517, "eta_seconds": 6439.906296698609, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.13702521008403362, "fast_rcnn/fg_cls_accuracy": 0.8428029814561679, "iteration": 44859, "loss_box_reg": 0.2923578219488263, "loss_cls": 0.13527405355125666, "loss_rpn_cls": 0.014856042296742089, "loss_rpn_loc": 0.04232832230627537, "lr": 0.002, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8426334685645998, "total_loss": 0.49136506594368257}
{"data_time": 0.024289774941280484, "eta_seconds": 6423.207889414625, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.14586805555555554, "fast_rcnn/fg_cls_accuracy": 0.8310099838435726, "iteration": 44879, "loss_box_reg": 0.30026375874876976, "loss_cls": 0.14468048652634025, "loss_rpn_cls": 0.014814544469118118, "loss_rpn_loc": 0.04467865324113518, "lr": 0.002, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8431770063471049, "total_loss": 0.49563100140949246}
{"data_time": 0.03143542492762208, "eta_seconds": 6407.109332242981, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.12585663377192982, "fast_rcnn/fg_cls_accuracy": 0.8566786504424779, "iteration": 44899, "loss_box_reg": 0.29814435727894306, "loss_cls": 0.13657018961384892, "loss_rpn_cls": 0.01686154314666055, "loss_rpn_loc": 0.04565083363559097, "lr": 0.002, "roi_head/num_bg_samples": 384.5, "roi_head/num_fg_samples": 127.5, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8435143828392029, "total_loss": 0.50468975486001}
{"data_time": 0.026730403071269393, "eta_seconds": 6389.5359406659845, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.13883137796181275, "fast_rcnn/fg_cls_accuracy": 0.8498318829113924, "iteration": 44919, "loss_box_reg": 0.2883751532062888, "loss_cls": 0.133635344915092, "loss_rpn_cls": 0.01614966636407189, "loss_rpn_loc": 0.04160407971357927, "lr": 0.002, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8421409046277404, "total_loss": 0.48104162464733236}
{"data_time": 0.029981965897604823, "eta_seconds": 6372.638085797662, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.12678619123931623, "fast_rcnn/fg_cls_accuracy": 0.8373235887096775, "iteration": 44939, "loss_box_reg": 0.2876596860587597, "loss_cls": 0.14024296309798956, "loss_rpn_cls": 0.015542348410235718, "loss_rpn_loc": 0.04433364566648379, "lr": 0.002, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8419397864490747, "total_loss": 0.48440816716174595}
{"data_time": 0.028805099427700043, "eta_seconds": 6355.456957512302, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.11441883624982216, "fast_rcnn/fg_cls_accuracy": 0.8642506142506143, "iteration": 44959, "loss_box_reg": 0.28523398749530315, "loss_cls": 0.13375561777502298, "loss_rpn_cls": 0.013869027214241214, "loss_rpn_loc": 0.04364425514359027, "lr": 0.002, "roi_head/num_bg_samples": 421.5, "roi_head/num_fg_samples": 90.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8431608839891851, "total_loss": 0.46989050280535594}
{"data_time": 0.023800412891432643, "eta_seconds": 6338.1626614434645, "fast_rcnn/cls_accuracy": 0.93505859375, "fast_rcnn/false_negative": 0.15186908615537847, "fast_rcnn/fg_cls_accuracy": 0.830046106557377, "iteration": 44979, "loss_box_reg": 0.29148016683757305, "loss_cls": 0.13919788738712668, "loss_rpn_cls": 0.01482812505128095, "loss_rpn_loc": 0.04513530799886212, "lr": 0.002, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8398068288806826, "total_loss": 0.493625500384951}
{"data_time": 0.021874795202165842, "eta_seconds": 6321.063510777196, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.1194954694496351, "fast_rcnn/fg_cls_accuracy": 0.8569379148230089, "iteration": 44999, "loss_box_reg": 0.2957262806594372, "loss_cls": 0.13841684255748987, "loss_rpn_cls": 0.016537810734007508, "loss_rpn_loc": 0.04384397005196661, "lr": 0.002, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8403211252298206, "total_loss": 0.4877544324408518}
{"data_time": 0.027506460901349783, "eta_seconds": 6304.209588604746, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.09700176366843033, "fast_rcnn/fg_cls_accuracy": 0.8617698091382302, "iteration": 45019, "loss_box_reg": 0.295082145370543, "loss_cls": 0.13480659946799278, "loss_rpn_cls": 0.015557029779301956, "loss_rpn_loc": 0.04497563652694225, "lr": 0.002, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8469712943769991, "total_loss": 0.4858001455431804}
{"data_time": 0.04139645351096988, "eta_seconds": 6288.287561982404, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.11279035762032086, "fast_rcnn/fg_cls_accuracy": 0.87890625, "iteration": 45039, "loss_box_reg": 0.2770631555467844, "loss_cls": 0.13082071370445192, "loss_rpn_cls": 0.014791528243222274, "loss_rpn_loc": 0.04145505162887275, "lr": 0.002, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.8717054354492575, "total_loss": 0.4635975822166074}
{"data_time": 0.05009874049574137, "eta_seconds": 6272.491120719584, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.1175365796098175, "fast_rcnn/fg_cls_accuracy": 0.878000321565565, "iteration": 45059, "loss_box_reg": 0.29081034753471613, "loss_cls": 0.14000837365165353, "loss_rpn_cls": 0.015518145868554711, "loss_rpn_loc": 0.0469787580659613, "lr": 0.002, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 198.75, "rpn/num_pos_anchors": 57.25, "time": 0.9053391900379211, "total_loss": 0.49165028494462604}
{"data_time": 0.04254061309620738, "eta_seconds": 6256.8804412132595, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.10532043962318013, "fast_rcnn/fg_cls_accuracy": 0.8645022246941045, "iteration": 45079, "loss_box_reg": 0.2829413046129048, "loss_cls": 0.13896065345034003, "loss_rpn_cls": 0.01475261792074889, "loss_rpn_loc": 0.04420712206047028, "lr": 0.002, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9036554796621203, "total_loss": 0.48567170393653214}
{"data_time": 0.04788255179300904, "eta_seconds": 6241.168368801009, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.08363860645933013, "fast_rcnn/fg_cls_accuracy": 0.884765625, "iteration": 45099, "loss_box_reg": 0.29873454105108976, "loss_cls": 0.13840465806424618, "loss_rpn_cls": 0.017474350446718745, "loss_rpn_loc": 0.04576172478846274, "lr": 0.002, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9062001656275243, "total_loss": 0.49710645276354626}
{"data_time": 0.04203308350406587, "eta_seconds": 6226.453612907557, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.1171875, "fast_rcnn/fg_cls_accuracy": 0.8757716049382716, "iteration": 45119, "loss_box_reg": 0.2974494341760874, "loss_cls": 0.1379473372362554, "loss_rpn_cls": 0.014485041232546791, "loss_rpn_loc": 0.0408666719449684, "lr": 0.002, "roi_head/num_bg_samples": 386.75, "roi_head/num_fg_samples": 125.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9005158063955605, "total_loss": 0.4909884927328676}
{"data_time": 0.06162439123727381, "eta_seconds": 6211.916585785802, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.15726733407489804, "fast_rcnn/fg_cls_accuracy": 0.8298403193612774, "iteration": 45139, "loss_box_reg": 0.28821637108922005, "loss_cls": 0.13243528548628092, "loss_rpn_cls": 0.014020907736266963, "loss_rpn_loc": 0.043575636111199856, "lr": 0.002, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.9021616815589368, "total_loss": 0.4857130790624069}
{"data_time": 0.056590398540720344, "eta_seconds": 6196.108619081788, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.1166903409090909, "fast_rcnn/fg_cls_accuracy": 0.859375, "iteration": 45159, "loss_box_reg": 0.28246938716620207, "loss_cls": 0.1358628123998642, "loss_rpn_cls": 0.013755321997450665, "loss_rpn_loc": 0.04453946655848995, "lr": 0.002, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.9113347816746682, "total_loss": 0.47630441791261546}
{"data_time": 0.04492202866822481, "eta_seconds": 6181.6004231662955, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.1335762477727282, "fast_rcnn/fg_cls_accuracy": 0.8465250110668437, "iteration": 45179, "loss_box_reg": 0.2960868086665869, "loss_cls": 0.14000617899000645, "loss_rpn_cls": 0.015031455113785341, "loss_rpn_loc": 0.042420183308422565, "lr": 0.002, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.9087573424912989, "total_loss": 0.49943323037587106}
{"data_time": 0.04594232141971588, "eta_seconds": 6167.8652959638275, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.13098455955863295, "fast_rcnn/fg_cls_accuracy": 0.843826219512195, "iteration": 45199, "loss_box_reg": 0.2980977166444063, "loss_cls": 0.1521622713189572, "loss_rpn_cls": 0.014478176031843759, "loss_rpn_loc": 0.04816865478642285, "lr": 0.002, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9045221996493638, "total_loss": 0.5067618192260852}
{"data_time": 0.045223551569506526, "eta_seconds": 6153.777863533236, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.11687595858895705, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 45219, "loss_box_reg": 0.28112909384071827, "loss_cls": 0.13239137595519423, "loss_rpn_cls": 0.014624485847889446, "loss_rpn_loc": 0.04095996607793495, "lr": 0.002, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9119385033845901, "total_loss": 0.4673435383156175}
{"data_time": 0.044545724522322416, "eta_seconds": 6138.058460999047, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.17308092365300604, "fast_rcnn/fg_cls_accuracy": 0.8193142361111111, "iteration": 45239, "loss_box_reg": 0.29573926888406277, "loss_cls": 0.1440370660275221, "loss_rpn_cls": 0.015661607874790207, "loss_rpn_loc": 0.0440647741779685, "lr": 0.002, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.905586713925004, "total_loss": 0.49873817671323195}
{"data_time": 0.05624973285011947, "eta_seconds": 6122.904503697297, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.11662454449277065, "fast_rcnn/fg_cls_accuracy": 0.8485853005190022, "iteration": 45259, "loss_box_reg": 0.2913042092695832, "loss_cls": 0.1370804482139647, "loss_rpn_cls": 0.014493701150058769, "loss_rpn_loc": 0.04152683983556926, "lr": 0.002, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.915678475284949, "total_loss": 0.4825588514795527}
{"data_time": 0.049940399592742324, "eta_seconds": 6110.013442327967, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.10244360902255639, "fast_rcnn/fg_cls_accuracy": 0.8769936204146731, "iteration": 45279, "loss_box_reg": 0.2836548089981079, "loss_cls": 0.14030646183528006, "loss_rpn_cls": 0.015298694241209887, "loss_rpn_loc": 0.04382196324877441, "lr": 0.002, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.9005603624973446, "total_loss": 0.486998745254823}
{"data_time": 0.05529902642592788, "eta_seconds": 6097.0707863844, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.11418030753968253, "fast_rcnn/fg_cls_accuracy": 0.8727864583333333, "iteration": 45299, "loss_box_reg": 0.2932287724688649, "loss_cls": 0.14651037845760584, "loss_rpn_cls": 0.015265308655216359, "loss_rpn_loc": 0.040487177204340696, "lr": 0.002, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.896769184852019, "total_loss": 0.4889182641200023}
{"data_time": 0.051609197398647666, "eta_seconds": 6087.161334926495, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.10336728639240506, "fast_rcnn/fg_cls_accuracy": 0.8777200967145499, "iteration": 45319, "loss_box_reg": 0.2821836546063423, "loss_cls": 0.13698060670867562, "loss_rpn_cls": 0.016243597827269696, "loss_rpn_loc": 0.04293652588967234, "lr": 0.002, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.909298256970942, "total_loss": 0.47709476242016535}
{"data_time": 0.05002743401564658, "eta_seconds": 6074.778975355206, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8641300764767932, "iteration": 45339, "loss_box_reg": 0.2860661679878831, "loss_cls": 0.12709136819466949, "loss_rpn_cls": 0.013157315101125278, "loss_rpn_loc": 0.04296336020343006, "lr": 0.002, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9051148530561477, "total_loss": 0.4706294115167111}
{"data_time": 0.05786112672649324, "eta_seconds": 6062.337230717065, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.08296875000000001, "fast_rcnn/fg_cls_accuracy": 0.890625, "iteration": 45359, "loss_box_reg": 0.29535861033946276, "loss_cls": 0.1353829454164952, "loss_rpn_cls": 0.014343219227157533, "loss_rpn_loc": 0.04396328562870622, "lr": 0.002, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.9082084707915783, "total_loss": 0.49436946045898367}
{"data_time": 0.05068135145120323, "eta_seconds": 6051.942647374235, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.11888020833333333, "fast_rcnn/fg_cls_accuracy": 0.8499565972222223, "iteration": 45379, "loss_box_reg": 0.2806024318560958, "loss_cls": 0.13379101362079382, "loss_rpn_cls": 0.011966385543928482, "loss_rpn_loc": 0.04153536458034068, "lr": 0.002, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.9006568635813892, "total_loss": 0.4605543822108302}
{"data_time": 0.052916561951860785, "eta_seconds": 6041.327128812438, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.11328125, "fast_rcnn/fg_cls_accuracy": 0.851175103305785, "iteration": 45399, "loss_box_reg": 0.29145641159266233, "loss_cls": 0.14445891743525863, "loss_rpn_cls": 0.017507529555587098, "loss_rpn_loc": 0.04336387570947409, "lr": 0.002, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8979521004948765, "total_loss": 0.5056499307393096}
{"data_time": 0.04538923851214349, "eta_seconds": 6027.489308500197, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.11116364027076395, "fast_rcnn/fg_cls_accuracy": 0.8681621829690774, "iteration": 45419, "loss_box_reg": 0.2813074216246605, "loss_cls": 0.1363201425410807, "loss_rpn_cls": 0.013206785471993499, "loss_rpn_loc": 0.03955230885185301, "lr": 0.002, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.9043568975757807, "total_loss": 0.4685202486580238}
{"data_time": 0.051895622396841645, "eta_seconds": 6015.208953772904, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.14167750627148565, "fast_rcnn/fg_cls_accuracy": 0.8470296437963184, "iteration": 45439, "loss_box_reg": 0.2907078806310892, "loss_cls": 0.13461119774729013, "loss_rpn_cls": 0.01696669626107905, "loss_rpn_loc": 0.04200848954496905, "lr": 0.002, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.8997769055422395, "total_loss": 0.4798831110674655}
{"data_time": 0.06445777183398604, "eta_seconds": 6008.763643339975, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.09413868159203981, "fast_rcnn/fg_cls_accuracy": 0.87890625, "iteration": 45459, "loss_box_reg": 0.3021614486351609, "loss_cls": 0.13913479261100292, "loss_rpn_cls": 0.012937365536345169, "loss_rpn_loc": 0.04171818110626191, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.9021577057428658, "total_loss": 0.5036860580876237}
{"data_time": 0.05961122224107385, "eta_seconds": 5999.274310265668, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.1195054945054945, "fast_rcnn/fg_cls_accuracy": 0.8738592367256637, "iteration": 45479, "loss_box_reg": 0.2977113239467144, "loss_cls": 0.14426803216338158, "loss_rpn_cls": 0.01640953414607793, "loss_rpn_loc": 0.04085509933065623, "lr": 0.002, "roi_head/num_bg_samples": 415.25, "roi_head/num_fg_samples": 96.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8983571799471974, "total_loss": 0.5033154027478304}
{"data_time": 0.051913467003032565, "eta_seconds": 5992.415850745281, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.11588541666666666, "fast_rcnn/fg_cls_accuracy": 0.8437901877572016, "iteration": 45499, "loss_box_reg": 0.2850407613441348, "loss_cls": 0.13242001179605722, "loss_rpn_cls": 0.013920916913775727, "loss_rpn_loc": 0.04329825605964288, "lr": 0.002, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.905087124556303, "total_loss": 0.47285448136972263}
{"data_time": 0.043166429502889514, "eta_seconds": 5989.670854401542, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.10623513208964568, "fast_rcnn/fg_cls_accuracy": 0.8803603837179155, "iteration": 45519, "loss_box_reg": 0.28489778470247984, "loss_cls": 0.14001329080201685, "loss_rpn_cls": 0.014849550861981697, "loss_rpn_loc": 0.0434008251177147, "lr": 0.002, "roi_head/num_bg_samples": 408.75, "roi_head/num_fg_samples": 103.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9037699534092098, "total_loss": 0.4840795324053033}
{"data_time": 0.0408222870901227, "eta_seconds": 5990.854242001893, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.10939079878665318, "fast_rcnn/fg_cls_accuracy": 0.8434851694915254, "iteration": 45539, "loss_box_reg": 0.2900569075718522, "loss_cls": 0.13954274216666818, "loss_rpn_cls": 0.01539544302795548, "loss_rpn_loc": 0.04201656661462039, "lr": 0.002, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.8990774131380022, "total_loss": 0.49132785377150867}
{"data_time": 0.05640621855854988, "eta_seconds": 5986.114746837877, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.11393813515317855, "fast_rcnn/fg_cls_accuracy": 0.8567850637522769, "iteration": 45559, "loss_box_reg": 0.2871673023328185, "loss_cls": 0.13750413339585066, "loss_rpn_cls": 0.015459897418622859, "loss_rpn_loc": 0.04035332286730409, "lr": 0.002, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 221.75, "rpn/num_pos_anchors": 34.25, "time": 0.8953053210861981, "total_loss": 0.48241876970860176}
{"data_time": 0.04464151617139578, "eta_seconds": 5993.135792634683, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.14046376811594202, "fast_rcnn/fg_cls_accuracy": 0.846, "iteration": 45579, "loss_box_reg": 0.3037154907360673, "loss_cls": 0.14356151688843966, "loss_rpn_cls": 0.016251278917479794, "loss_rpn_loc": 0.046573042520321906, "lr": 0.002, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.8989975159056485, "total_loss": 0.5131436025549192}
{"data_time": 0.060142705449834466, "eta_seconds": 6001.070757113863, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.09735133175105484, "fast_rcnn/fg_cls_accuracy": 0.8906468856301633, "iteration": 45599, "loss_box_reg": 0.2827972499653697, "loss_cls": 0.13366072811186314, "loss_rpn_cls": 0.013484186871210113, "loss_rpn_loc": 0.039936509798280895, "lr": 0.002, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.8958328303415328, "total_loss": 0.47510409571259515}
{"data_time": 0.06339039304293692, "eta_seconds": 6011.609694190789, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.11503611906837713, "fast_rcnn/fg_cls_accuracy": 0.8548689714566929, "iteration": 45619, "loss_box_reg": 0.2997254594229162, "loss_cls": 0.14261139603331685, "loss_rpn_cls": 0.013998179056216031, "loss_rpn_loc": 0.042761050164699554, "lr": 0.002, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9027574069332331, "total_loss": 0.49344623120850883}
{"data_time": 0.041147838812321424, "eta_seconds": 6020.239699641243, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.10770445478723403, "fast_rcnn/fg_cls_accuracy": 0.8780874727074236, "iteration": 45639, "loss_box_reg": 0.29691104125231504, "loss_cls": 0.14599665626883507, "loss_rpn_cls": 0.01698973116435809, "loss_rpn_loc": 0.04557444073725492, "lr": 0.002, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.9126634635031223, "total_loss": 0.49835196464846376}
{"data_time": 0.05209693685173988, "eta_seconds": 6029.764546175487, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.12109375, "fast_rcnn/fg_cls_accuracy": 0.831640625, "iteration": 45659, "loss_box_reg": 0.28403737023472786, "loss_cls": 0.13553788885474205, "loss_rpn_cls": 0.013313479532371275, "loss_rpn_loc": 0.0427473314339295, "lr": 0.002, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8943794281221926, "total_loss": 0.4752989629050717}
{"data_time": 0.05551832658238709, "eta_seconds": 6026.468708256492, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.1387860843819393, "fast_rcnn/fg_cls_accuracy": 0.832046159351145, "iteration": 45679, "loss_box_reg": 0.29294014256447554, "loss_cls": 0.1430390931200236, "loss_rpn_cls": 0.014449475951550994, "loss_rpn_loc": 0.04455764050362632, "lr": 0.002, "roi_head/num_bg_samples": 411.25, "roi_head/num_fg_samples": 100.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9071126396302134, "total_loss": 0.495720138278557}
{"data_time": 0.04371829191222787, "eta_seconds": 6022.755150062498, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.11387013190954774, "fast_rcnn/fg_cls_accuracy": 0.8667035398230089, "iteration": 45699, "loss_box_reg": 0.2883193138986826, "loss_cls": 0.1392925945110619, "loss_rpn_cls": 0.014847099140752107, "loss_rpn_loc": 0.04479711037129164, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8972087656147778, "total_loss": 0.4857732848904561}
{"data_time": 0.04842075030319393, "eta_seconds": 6019.778149471153, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.10829817158931082, "fast_rcnn/fg_cls_accuracy": 0.849221978305785, "iteration": 45719, "loss_box_reg": 0.2924873000010848, "loss_cls": 0.13151315390132368, "loss_rpn_cls": 0.013753885010373779, "loss_rpn_loc": 0.04388655920047313, "lr": 0.002, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8955181639175862, "total_loss": 0.4745451769849751}
{"data_time": 0.05256465752609074, "eta_seconds": 6007.820928685134, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.142578125, "fast_rcnn/fg_cls_accuracy": 0.814925799086758, "iteration": 45739, "loss_box_reg": 0.2908460348844528, "loss_cls": 0.14065024605952203, "loss_rpn_cls": 0.01349538189242594, "loss_rpn_loc": 0.04166428872849792, "lr": 0.002, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.9053197810426354, "total_loss": 0.4909257618273841}
{"data_time": 0.04546331847086549, "eta_seconds": 6001.036165766185, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.1035650623885918, "fast_rcnn/fg_cls_accuracy": 0.89028443995624, "iteration": 45759, "loss_box_reg": 0.28739598393440247, "loss_cls": 0.13074900303035975, "loss_rpn_cls": 0.012982533502508886, "loss_rpn_loc": 0.041534180636517704, "lr": 0.002, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9123667806852609, "total_loss": 0.4710618704557419}
{"data_time": 0.04689633892849088, "eta_seconds": 5999.572973245289, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.12571226748292913, "fast_rcnn/fg_cls_accuracy": 0.8445846688034189, "iteration": 45779, "loss_box_reg": 0.2939138673245907, "loss_cls": 0.1433878424577415, "loss_rpn_cls": 0.015139340495807119, "loss_rpn_loc": 0.04314438800793141, "lr": 0.002, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8998796064406633, "total_loss": 0.4983248975186143}
{"data_time": 0.03627636330202222, "eta_seconds": 5987.095116493059, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.10546875, "fast_rcnn/fg_cls_accuracy": 0.8847260880566802, "iteration": 45799, "loss_box_reg": 0.29061092250049114, "loss_cls": 0.13615516060963273, "loss_rpn_cls": 0.015388088417239487, "loss_rpn_loc": 0.04102371184853837, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.9040021079126745, "total_loss": 0.4856126552913338}
{"data_time": 0.045306790387257934, "eta_seconds": 5977.482723601162, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.11673328488372092, "fast_rcnn/fg_cls_accuracy": 0.8656544018817205, "iteration": 45819, "loss_box_reg": 0.28484824812039733, "loss_cls": 0.13717219652608037, "loss_rpn_cls": 0.015600275663018692, "loss_rpn_loc": 0.04364437807817012, "lr": 0.002, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.9043656738940626, "total_loss": 0.48130924547149334}
{"data_time": 0.052935155807062984, "eta_seconds": 5970.582527105231, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.11328125, "fast_rcnn/fg_cls_accuracy": 0.8374476481958764, "iteration": 45839, "loss_box_reg": 0.2906645694747567, "loss_cls": 0.1357086282223463, "loss_rpn_cls": 0.01631346289650537, "loss_rpn_loc": 0.04243931104429066, "lr": 0.002, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.9032711260952055, "total_loss": 0.4897589320607949}
{"data_time": 0.04391491645947099, "eta_seconds": 5960.002678855555, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.11508603639240506, "fast_rcnn/fg_cls_accuracy": 0.8485765706806283, "iteration": 45859, "loss_box_reg": 0.2880976414307952, "loss_cls": 0.13631515530869365, "loss_rpn_cls": 0.013990922685479745, "loss_rpn_loc": 0.042631417454686016, "lr": 0.002, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.9122584192082286, "total_loss": 0.48856077605159953}
{"data_time": 0.04646392888389528, "eta_seconds": 5946.301264248323, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.0930870126146789, "fast_rcnn/fg_cls_accuracy": 0.895285426980198, "iteration": 45879, "loss_box_reg": 0.2910334747284651, "loss_cls": 0.13562196167185903, "loss_rpn_cls": 0.01401888148393482, "loss_rpn_loc": 0.04574353958014399, "lr": 0.002, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.9052773918956518, "total_loss": 0.49227958725532517}
{"data_time": 0.05248753051273525, "eta_seconds": 5931.154313286766, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.12869893505586594, "fast_rcnn/fg_cls_accuracy": 0.8352828212290503, "iteration": 45899, "loss_box_reg": 0.2932713786140084, "loss_cls": 0.12710828380659223, "loss_rpn_cls": 0.014095687045482919, "loss_rpn_loc": 0.044108391157351434, "lr": 0.002, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8997655711136758, "total_loss": 0.4837248125404585}
{"data_time": 0.043677981244400144, "eta_seconds": 5918.038739323383, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.14362819220430106, "fast_rcnn/fg_cls_accuracy": 0.8503038803179056, "iteration": 45919, "loss_box_reg": 0.2704247236251831, "loss_cls": 0.13416453753598034, "loss_rpn_cls": 0.014948635682230815, "loss_rpn_loc": 0.03848201723303646, "lr": 0.002, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.9119803588837385, "total_loss": 0.46625428418337833}
{"data_time": 0.05656300322152674, "eta_seconds": 5904.777615566505, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.12258812615955472, "fast_rcnn/fg_cls_accuracy": 0.8737352737352737, "iteration": 45939, "loss_box_reg": 0.2849936056882143, "loss_cls": 0.13048781547695398, "loss_rpn_cls": 0.016295439694658853, "loss_rpn_loc": 0.04186126671265811, "lr": 0.002, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.9041053024120629, "total_loss": 0.47250714249094017}
{"data_time": 0.04563004244118929, "eta_seconds": 5891.989421959734, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.08896875, "fast_rcnn/fg_cls_accuracy": 0.905125, "iteration": 45959, "loss_box_reg": 0.3007858730852604, "loss_cls": 0.13267985079437494, "loss_rpn_cls": 0.01356078234675806, "loss_rpn_loc": 0.04722740384750068, "lr": 0.002, "roi_head/num_bg_samples": 386.0, "roi_head/num_fg_samples": 126.0, "rpn/num_neg_anchors": 187.5, "rpn/num_pos_anchors": 68.5, "time": 0.9012505046557635, "total_loss": 0.5007899798220024}
{"data_time": 0.04759120708331466, "eta_seconds": 5879.9772100287955, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.12400793650793651, "fast_rcnn/fg_cls_accuracy": 0.865234375, "iteration": 45979, "loss_box_reg": 0.2772042085416615, "loss_cls": 0.12978311395272613, "loss_rpn_cls": 0.014524086043820716, "loss_rpn_loc": 0.04138171544764191, "lr": 0.002, "roi_head/num_bg_samples": 385.0, "roi_head/num_fg_samples": 127.0, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.9138171090744436, "total_loss": 0.4808145780552877}
{"data_time": 0.04777940805070102, "eta_seconds": 5867.853899456793, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.10135135135135136, "fast_rcnn/fg_cls_accuracy": 0.8921982987772461, "iteration": 45999, "loss_box_reg": 0.27749953232705593, "loss_cls": 0.13383492780849338, "loss_rpn_cls": 0.013820207779644988, "loss_rpn_loc": 0.0413444529986009, "lr": 0.002, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 223.75, "rpn/num_pos_anchors": 32.25, "time": 0.9038669876754284, "total_loss": 0.4730617825407535}
{"data_time": 0.04976844787597656, "eta_seconds": 5855.006279281108, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.10548963903743316, "fast_rcnn/fg_cls_accuracy": 0.8528559185319621, "iteration": 46019, "loss_box_reg": 0.2793838866055012, "loss_cls": 0.1381440870463848, "loss_rpn_cls": 0.014564229670213535, "loss_rpn_loc": 0.04209983057808131, "lr": 0.002, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9011158021166921, "total_loss": 0.4939497012528591}
{"data_time": 0.04758670157752931, "eta_seconds": 5839.310136607615, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1467432950191571, "fast_rcnn/fg_cls_accuracy": 0.840723167539267, "iteration": 46039, "loss_box_reg": 0.28676618356257677, "loss_cls": 0.1397496946156025, "loss_rpn_cls": 0.016566661797696725, "loss_rpn_loc": 0.04249061888549477, "lr": 0.002, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 198.5, "rpn/num_pos_anchors": 57.5, "time": 0.9030145683791488, "total_loss": 0.48951700460747816}
{"data_time": 0.03567894548177719, "eta_seconds": 5820.565119932173, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.8636284722222223, "iteration": 46059, "loss_box_reg": 0.28376534581184387, "loss_cls": 0.13097320892848074, "loss_rpn_cls": 0.01564371437416412, "loss_rpn_loc": 0.041573027963750064, "lr": 0.002, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.9068493931554258, "total_loss": 0.46746378068928607}
{"data_time": 0.0371593099553138, "eta_seconds": 5803.551259749103, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.10479827425373134, "fast_rcnn/fg_cls_accuracy": 0.8677870234404743, "iteration": 46079, "loss_box_reg": 0.2951853293925524, "loss_cls": 0.14119143830612302, "loss_rpn_cls": 0.01713106555689592, "loss_rpn_loc": 0.045958459842950106, "lr": 0.002, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.9164390813093632, "total_loss": 0.5036673272261396}
{"data_time": 0.049756738590076566, "eta_seconds": 5786.434691942064, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.11328125, "fast_rcnn/fg_cls_accuracy": 0.8726515055668016, "iteration": 46099, "loss_box_reg": 0.27535966504365206, "loss_cls": 0.13359398255124688, "loss_rpn_cls": 0.014646555704530329, "loss_rpn_loc": 0.04274135525338352, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 199.0, "rpn/num_pos_anchors": 57.0, "time": 0.9150779074989259, "total_loss": 0.4707561494142283}
{"data_time": 0.056334732100367546, "eta_seconds": 5768.354908495909, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.11024336024336023, "fast_rcnn/fg_cls_accuracy": 0.8542925587016574, "iteration": 46119, "loss_box_reg": 0.28535808017477393, "loss_cls": 0.1334701720625162, "loss_rpn_cls": 0.014923253474989906, "loss_rpn_loc": 0.04296411422546953, "lr": 0.002, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.9023661664687097, "total_loss": 0.4732233337126672}
{"data_time": 0.04444135003723204, "eta_seconds": 5749.800592317479, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.10895871801635452, "fast_rcnn/fg_cls_accuracy": 0.8882123161764706, "iteration": 46139, "loss_box_reg": 0.2928250562399626, "loss_cls": 0.1376491654664278, "loss_rpn_cls": 0.015827947354409844, "loss_rpn_loc": 0.04602273926138878, "lr": 0.002, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9004688020795584, "total_loss": 0.4975378591188928}
{"data_time": 0.04549665795639157, "eta_seconds": 5730.491157195298, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.1116752186167522, "fast_rcnn/fg_cls_accuracy": 0.882522431930693, "iteration": 46159, "loss_box_reg": 0.28237477131187916, "loss_cls": 0.12826135056093335, "loss_rpn_cls": 0.013114380300976336, "loss_rpn_loc": 0.03917191666550934, "lr": 0.002, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9073806705418974, "total_loss": 0.4726543745782692}
{"data_time": 0.05468479893170297, "eta_seconds": 5712.416748877382, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.11003990128468298, "fast_rcnn/fg_cls_accuracy": 0.8773894551926589, "iteration": 46179, "loss_box_reg": 0.3102451181039214, "loss_cls": 0.1434478685259819, "loss_rpn_cls": 0.016628956916974857, "loss_rpn_loc": 0.04362269979901612, "lr": 0.002, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9061721900943667, "total_loss": 0.5255707587930374}
{"data_time": 0.03891499503515661, "eta_seconds": 5693.711474354379, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.09971424077181208, "fast_rcnn/fg_cls_accuracy": 0.88671875, "iteration": 46199, "loss_box_reg": 0.292639316059649, "loss_cls": 0.13144368142820895, "loss_rpn_cls": 0.013490681449184194, "loss_rpn_loc": 0.042606354982126504, "lr": 0.002, "roi_head/num_bg_samples": 419.0, "roi_head/num_fg_samples": 93.0, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9069145715329796, "total_loss": 0.48155470471829176}
{"data_time": 0.04495136416517198, "eta_seconds": 5675.093439181568, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.12342436974789917, "fast_rcnn/fg_cls_accuracy": 0.85546875, "iteration": 46219, "loss_box_reg": 0.29571884498000145, "loss_cls": 0.14071176294237375, "loss_rpn_cls": 0.015872804331593215, "loss_rpn_loc": 0.04542248579673469, "lr": 0.002, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.906844827812165, "total_loss": 0.49437433032289846}
{"data_time": 0.044447920517995954, "eta_seconds": 5656.469974847976, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.1113575690954774, "fast_rcnn/fg_cls_accuracy": 0.8727864583333333, "iteration": 46239, "loss_box_reg": 0.2729870155453682, "loss_cls": 0.13486713077872992, "loss_rpn_cls": 0.013599938727566041, "loss_rpn_loc": 0.041142767935525626, "lr": 0.002, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9034085371531546, "total_loss": 0.4557727250503376}
{"data_time": 0.05394525406882167, "eta_seconds": 5637.78886394226, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.1261183643713964, "fast_rcnn/fg_cls_accuracy": 0.8458498023715415, "iteration": 46259, "loss_box_reg": 0.27849081158638, "loss_cls": 0.1309074372984469, "loss_rpn_cls": 0.01530932173045585, "loss_rpn_loc": 0.04136680194642395, "lr": 0.002, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.9024728965014219, "total_loss": 0.4638057375268545}
{"data_time": 0.049550776137039065, "eta_seconds": 5620.33216954628, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.10235269561068702, "fast_rcnn/fg_cls_accuracy": 0.8804925584691707, "iteration": 46279, "loss_box_reg": 0.3010116517543793, "loss_cls": 0.14571224432438612, "loss_rpn_cls": 0.014742729457793757, "loss_rpn_loc": 0.04392749443650246, "lr": 0.002, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.9103590487502515, "total_loss": 0.5093503396637971}
{"data_time": 0.05091985268518329, "eta_seconds": 5603.349444924854, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.14673775337837838, "fast_rcnn/fg_cls_accuracy": 0.8342857142857143, "iteration": 46299, "loss_box_reg": 0.2732329238206148, "loss_cls": 0.13900277856737375, "loss_rpn_cls": 0.015943741746013984, "loss_rpn_loc": 0.04159102437552065, "lr": 0.002, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.9022967000491917, "total_loss": 0.4650119140424067}
{"data_time": 0.04595337598584592, "eta_seconds": 5583.807062281994, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.12426470588235294, "fast_rcnn/fg_cls_accuracy": 0.857421875, "iteration": 46319, "loss_box_reg": 0.30096642207354307, "loss_cls": 0.14034508122131228, "loss_rpn_cls": 0.014741887469426729, "loss_rpn_loc": 0.04377863404806703, "lr": 0.002, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9093178645707667, "total_loss": 0.49067400285275653}
{"data_time": 0.050936353858560324, "eta_seconds": 5566.669428243535, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.12109375, "fast_rcnn/fg_cls_accuracy": 0.863346590244473, "iteration": 46339, "loss_box_reg": 0.2978671481832862, "loss_cls": 0.13825280428864062, "loss_rpn_cls": 0.014538878851453774, "loss_rpn_loc": 0.044460182543843985, "lr": 0.002, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 201.75, "rpn/num_pos_anchors": 54.25, "time": 0.9048974986653775, "total_loss": 0.4840508943016175}
{"data_time": 0.042894874000921845, "eta_seconds": 5547.671763383551, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.865234375, "iteration": 46359, "loss_box_reg": 0.3030464807525277, "loss_cls": 0.1495017148554325, "loss_rpn_cls": 0.015058399440022185, "loss_rpn_loc": 0.04638139740563929, "lr": 0.002, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.9026680630631745, "total_loss": 0.5151001216436271}
{"data_time": 0.033211068948730826, "eta_seconds": 5529.98765629204, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8565649703557312, "iteration": 46379, "loss_box_reg": 0.28688216395676136, "loss_cls": 0.13483316591009498, "loss_rpn_cls": 0.014123793196631595, "loss_rpn_loc": 0.04095622629392892, "lr": 0.002, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.9001355362124741, "total_loss": 0.4760573211242445}
{"data_time": 0.032451074570417404, "eta_seconds": 5509.508159871679, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.11206454918032788, "fast_rcnn/fg_cls_accuracy": 0.8620778093434344, "iteration": 46399, "loss_box_reg": 0.286060081794858, "loss_cls": 0.13142562564462423, "loss_rpn_cls": 0.014742358078365214, "loss_rpn_loc": 0.03580381965730339, "lr": 0.002, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.8657698768656701, "total_loss": 0.47452341856842395}
{"data_time": 0.036634416319429874, "eta_seconds": 5487.100607425673, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.11401767418032788, "fast_rcnn/fg_cls_accuracy": 0.8859823258196722, "iteration": 46419, "loss_box_reg": 0.2962147109210491, "loss_cls": 0.12862724950537086, "loss_rpn_cls": 0.014105521913734265, "loss_rpn_loc": 0.04606508370488882, "lr": 0.002, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8443609559908509, "total_loss": 0.48159933199349325}
{"data_time": 0.0233598742634058, "eta_seconds": 5465.4281890087295, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.11074131165919282, "fast_rcnn/fg_cls_accuracy": 0.8839267285861713, "iteration": 46439, "loss_box_reg": 0.28740041609853506, "loss_cls": 0.13494305172935128, "loss_rpn_cls": 0.014397430626559071, "loss_rpn_loc": 0.042339391773566604, "lr": 0.002, "roi_head/num_bg_samples": 384.5, "roi_head/num_fg_samples": 127.5, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8438391981180757, "total_loss": 0.4834330815647263}
{"data_time": 0.0269081499427557, "eta_seconds": 5444.963124888716, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.10181974887857241, "fast_rcnn/fg_cls_accuracy": 0.8776235995477439, "iteration": 46459, "loss_box_reg": 0.2932322211563587, "loss_cls": 0.13195199659094214, "loss_rpn_cls": 0.014525455422699451, "loss_rpn_loc": 0.044495170295704156, "lr": 0.002, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.846572516253218, "total_loss": 0.48712631206581136}
{"data_time": 0.026245838962495327, "eta_seconds": 5423.02002938278, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.11040722150259066, "fast_rcnn/fg_cls_accuracy": 0.8532022098317049, "iteration": 46479, "loss_box_reg": 0.29096414614468813, "loss_cls": 0.14304091362282634, "loss_rpn_cls": 0.015322935476433486, "loss_rpn_loc": 0.044424666673876345, "lr": 0.002, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8424829330760986, "total_loss": 0.4981332599709276}
{"data_time": 0.02929021092131734, "eta_seconds": 5397.781149106566, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.12343995676100629, "fast_rcnn/fg_cls_accuracy": 0.8454418789808917, "iteration": 46499, "loss_box_reg": 0.28811657801270485, "loss_cls": 0.13250222709029913, "loss_rpn_cls": 0.013762470363872126, "loss_rpn_loc": 0.042321175802499056, "lr": 0.002, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8442053247708827, "total_loss": 0.4872214945498854}
{"data_time": 0.02743715886026621, "eta_seconds": 5375.042825940764, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.11106246907000647, "fast_rcnn/fg_cls_accuracy": 0.882747032122905, "iteration": 46519, "loss_box_reg": 0.3054621797055006, "loss_cls": 0.14311078935861588, "loss_rpn_cls": 0.014377189756487496, "loss_rpn_loc": 0.0406827237457037, "lr": 0.002, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8453984435182065, "total_loss": 0.4997672554163728}
{"data_time": 0.027666785521432757, "eta_seconds": 5354.128178075887, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.12215824940758294, "fast_rcnn/fg_cls_accuracy": 0.8565549676660787, "iteration": 46539, "loss_box_reg": 0.27911170572042465, "loss_cls": 0.13601731858216226, "loss_rpn_cls": 0.015349124994827434, "loss_rpn_loc": 0.043088455335237086, "lr": 0.002, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8440975525882095, "total_loss": 0.47696107675437815}
{"data_time": 0.029822909040376544, "eta_seconds": 5334.018423208268, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.111328125, "fast_rcnn/fg_cls_accuracy": 0.8779145077720207, "iteration": 46559, "loss_box_reg": 0.2906730668619275, "loss_cls": 0.14462073892354965, "loss_rpn_cls": 0.014579273163690232, "loss_rpn_loc": 0.042144550825469196, "lr": 0.002, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8442244692705572, "total_loss": 0.49627467498066835}
{"data_time": 0.028373026521876454, "eta_seconds": 5311.0499730280135, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.09735576923076923, "fast_rcnn/fg_cls_accuracy": 0.8744357638888889, "iteration": 46579, "loss_box_reg": 0.28886009380221367, "loss_cls": 0.13444049982354045, "loss_rpn_cls": 0.015877738464041613, "loss_rpn_loc": 0.040158696414437145, "lr": 0.002, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 225.75, "rpn/num_pos_anchors": 30.25, "time": 0.8400267150718719, "total_loss": 0.481837360013742}
{"data_time": 0.021677842596545815, "eta_seconds": 5290.455072929151, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.11175873523622047, "fast_rcnn/fg_cls_accuracy": 0.8687049169479187, "iteration": 46599, "loss_box_reg": 0.283999165520072, "loss_cls": 0.13006052351556718, "loss_rpn_cls": 0.013503279056749307, "loss_rpn_loc": 0.04006761941127479, "lr": 0.002, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8493522109929472, "total_loss": 0.4678254373429809}
{"data_time": 0.03195136575959623, "eta_seconds": 5268.740238908911, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.146484375, "fast_rcnn/fg_cls_accuracy": 0.8436432919285396, "iteration": 46619, "loss_box_reg": 0.2973835673183203, "loss_cls": 0.14183252677321434, "loss_rpn_cls": 0.01556598479510285, "loss_rpn_loc": 0.04478965827729553, "lr": 0.002, "roi_head/num_bg_samples": 405.5, "roi_head/num_fg_samples": 106.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8465669166762382, "total_loss": 0.5081522747641429}
{"data_time": 0.022970653139054775, "eta_seconds": 5243.829702593386, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.10755093612334801, "fast_rcnn/fg_cls_accuracy": 0.8806137724550898, "iteration": 46639, "loss_box_reg": 0.2823987156152725, "loss_cls": 0.13262212625704706, "loss_rpn_cls": 0.015208354714559391, "loss_rpn_loc": 0.0420927326194942, "lr": 0.002, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8424408063292503, "total_loss": 0.47454064871999435}
{"data_time": 0.021548128221184015, "eta_seconds": 5221.6269423170015, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.126568068424804, "fast_rcnn/fg_cls_accuracy": 0.8709992193598751, "iteration": 46659, "loss_box_reg": 0.2972026811912656, "loss_cls": 0.14030384086072445, "loss_rpn_cls": 0.013930623244959861, "loss_rpn_loc": 0.04670379753224552, "lr": 0.002, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.8426281625870615, "total_loss": 0.5008902951085474}
{"data_time": 0.0336398349609226, "eta_seconds": 5197.594065454556, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.1514730798192771, "fast_rcnn/fg_cls_accuracy": 0.8416086219879518, "iteration": 46679, "loss_box_reg": 0.280556233599782, "loss_cls": 0.12859528558328748, "loss_rpn_cls": 0.013804138419800438, "loss_rpn_loc": 0.04232626035809517, "lr": 0.002, "roi_head/num_bg_samples": 385.75, "roi_head/num_fg_samples": 126.25, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8572921766899526, "total_loss": 0.4762710186478216}
{"data_time": 0.03194522764533758, "eta_seconds": 5173.787604622776, "fast_rcnn/cls_accuracy": 0.935546875, "fast_rcnn/false_negative": 0.13239878386699508, "fast_rcnn/fg_cls_accuracy": 0.8399218749999999, "iteration": 46699, "loss_box_reg": 0.29888272285461426, "loss_cls": 0.13785624969750643, "loss_rpn_cls": 0.016154307013493963, "loss_rpn_loc": 0.04189433343708515, "lr": 0.002, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8424751935526729, "total_loss": 0.4994033470429713}
{"data_time": 0.026195508427917957, "eta_seconds": 5141.434738820884, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.1015625, "fast_rcnn/fg_cls_accuracy": 0.880859375, "iteration": 46719, "loss_box_reg": 0.2756489706225693, "loss_cls": 0.1367871502880007, "loss_rpn_cls": 0.013561754953116179, "loss_rpn_loc": 0.04277011856902391, "lr": 0.002, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 207.25, "rpn/num_pos_anchors": 48.75, "time": 0.8425874277018011, "total_loss": 0.46761283217347227}
{"data_time": 0.02871507196687162, "eta_seconds": 5112.8307973784395, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.11508218344155843, "fast_rcnn/fg_cls_accuracy": 0.8744435525067503, "iteration": 46739, "loss_box_reg": 0.28589328937232494, "loss_cls": 0.14287801319733262, "loss_rpn_cls": 0.015449874888872728, "loss_rpn_loc": 0.04486377467401326, "lr": 0.002, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.838070482481271, "total_loss": 0.4947132074594265}
{"data_time": 0.02072609355673194, "eta_seconds": 5084.170904561412, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.11106719367588933, "fast_rcnn/fg_cls_accuracy": 0.872944972826087, "iteration": 46759, "loss_box_reg": 0.2833648147061467, "loss_cls": 0.13098978903144598, "loss_rpn_cls": 0.015603692168951966, "loss_rpn_loc": 0.042752670822665095, "lr": 0.002, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.844586254330352, "total_loss": 0.4704782850094489}
{"data_time": 0.02858089213259518, "eta_seconds": 5052.72913197102, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.11735629841011007, "fast_rcnn/fg_cls_accuracy": 0.879079254079254, "iteration": 46779, "loss_box_reg": 0.29331078939139843, "loss_cls": 0.13333219336345792, "loss_rpn_cls": 0.01638638155418448, "loss_rpn_loc": 0.041549719870090485, "lr": 0.002, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8354217943269759, "total_loss": 0.48578469452331774}
{"data_time": 0.02699572267010808, "eta_seconds": 5019.877487197518, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.11846578835529112, "fast_rcnn/fg_cls_accuracy": 0.85546875, "iteration": 46799, "loss_box_reg": 0.29813217744231224, "loss_cls": 0.13971786946058273, "loss_rpn_cls": 0.014777597010834143, "loss_rpn_loc": 0.041870726039633155, "lr": 0.002, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8425601439084858, "total_loss": 0.4990081062569516}
{"data_time": 0.021208459278568625, "eta_seconds": 4981.70144548337, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.11191641566265059, "fast_rcnn/fg_cls_accuracy": 0.880859375, "iteration": 46819, "loss_box_reg": 0.29181074909865856, "loss_cls": 0.1337908199056983, "loss_rpn_cls": 0.013624752085888758, "loss_rpn_loc": 0.041764587396755815, "lr": 0.002, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8426642608828843, "total_loss": 0.4891107845469378}
{"data_time": 0.024388086749240756, "eta_seconds": 4943.958459121641, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.12862847222222223, "fast_rcnn/fg_cls_accuracy": 0.8582710597826086, "iteration": 46839, "loss_box_reg": 0.2729729525744915, "loss_cls": 0.13447137456387281, "loss_rpn_cls": 0.016376139159547165, "loss_rpn_loc": 0.0438623585505411, "lr": 0.002, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8429350275546312, "total_loss": 0.4665878847008571}
{"data_time": 0.03185798996128142, "eta_seconds": 4899.225775676314, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.10790678879310345, "fast_rcnn/fg_cls_accuracy": 0.8518025712487638, "iteration": 46859, "loss_box_reg": 0.2906200150027871, "loss_cls": 0.13763839076273143, "loss_rpn_cls": 0.01767938371631317, "loss_rpn_loc": 0.0465619673486799, "lr": 0.002, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8440183154307306, "total_loss": 0.498746049386682}
{"data_time": 0.02417482971213758, "eta_seconds": 4868.962421653327, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.11866998577524893, "fast_rcnn/fg_cls_accuracy": 0.876953125, "iteration": 46879, "loss_box_reg": 0.28505199309438467, "loss_cls": 0.1344530018977821, "loss_rpn_cls": 0.013567913512815721, "loss_rpn_loc": 0.04476966895163059, "lr": 0.002, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.839609578019008, "total_loss": 0.4805286658665864}
{"data_time": 0.028200835920870304, "eta_seconds": 4840.265861897031, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.10603701781698668, "fast_rcnn/fg_cls_accuracy": 0.8901640294441546, "iteration": 46899, "loss_box_reg": 0.29052059166133404, "loss_cls": 0.13561320956796408, "loss_rpn_cls": 0.014417952101211995, "loss_rpn_loc": 0.045907920226454735, "lr": 0.002, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8415645747445524, "total_loss": 0.48973539980943315}
{"data_time": 0.025061858352273703, "eta_seconds": 4806.655345507665, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.11472143308080808, "fast_rcnn/fg_cls_accuracy": 0.8668295096159793, "iteration": 46919, "loss_box_reg": 0.28509225510060787, "loss_cls": 0.12716042064130306, "loss_rpn_cls": 0.01389460805512499, "loss_rpn_loc": 0.04311146552208811, "lr": 0.002, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8402097474317998, "total_loss": 0.4629487724741921}
{"data_time": 0.03202350391075015, "eta_seconds": 4780.589271104196, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.08948037790697674, "fast_rcnn/fg_cls_accuracy": 0.8969559463036492, "iteration": 46939, "loss_box_reg": 0.29937744699418545, "loss_cls": 0.13638936076313257, "loss_rpn_cls": 0.015106928927707486, "loss_rpn_loc": 0.04193169332575053, "lr": 0.002, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8398272765334696, "total_loss": 0.49082835792796686}
{"data_time": 0.029545327182859182, "eta_seconds": 4750.569470817922, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.14840775697969544, "fast_rcnn/fg_cls_accuracy": 0.8215220494923858, "iteration": 46959, "loss_box_reg": 0.2842107964679599, "loss_cls": 0.13795660017058253, "loss_rpn_cls": 0.016280203431961127, "loss_rpn_loc": 0.04273556265980005, "lr": 0.002, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8378955577500165, "total_loss": 0.48144259669061285}
{"data_time": 0.025805298471823335, "eta_seconds": 4724.6886056333315, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.1060940587944664, "fast_rcnn/fg_cls_accuracy": 0.8861736918604651, "iteration": 46979, "loss_box_reg": 0.2774434154853225, "loss_cls": 0.12511369865387678, "loss_rpn_cls": 0.013191287871450186, "loss_rpn_loc": 0.039576951996423304, "lr": 0.002, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.8382931754458696, "total_loss": 0.45828035400336375}
{"data_time": 0.026836561737582088, "eta_seconds": 4700.644746068167, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.10002497502497504, "fast_rcnn/fg_cls_accuracy": 0.8936478029742279, "iteration": 46999, "loss_box_reg": 0.2889239825308323, "loss_cls": 0.13688949402421713, "loss_rpn_cls": 0.013507485957234167, "loss_rpn_loc": 0.040097834484186023, "lr": 0.002, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.8378934802021831, "total_loss": 0.475267368616187}
{"data_time": 0.023221822222694755, "eta_seconds": 4677.604934684699, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.115234375, "fast_rcnn/fg_cls_accuracy": 0.859375, "iteration": 47019, "loss_box_reg": 0.2843239288777113, "loss_cls": 0.13702145405113697, "loss_rpn_cls": 0.015283049026038498, "loss_rpn_loc": 0.04152068472467363, "lr": 0.002, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 201.25, "rpn/num_pos_anchors": 54.75, "time": 0.8412855316419154, "total_loss": 0.47523848328273743}
{"data_time": 0.02632333990186453, "eta_seconds": 4655.574977570679, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.13136687992125984, "fast_rcnn/fg_cls_accuracy": 0.8432496126033058, "iteration": 47039, "loss_box_reg": 0.2905522892251611, "loss_cls": 0.13546299654990435, "loss_rpn_cls": 0.015119039584533311, "loss_rpn_loc": 0.044291071710176766, "lr": 0.002, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8418268719688058, "total_loss": 0.48395972822618205}
{"data_time": 0.02428459352813661, "eta_seconds": 4633.2500069502275, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.11042990966878555, "fast_rcnn/fg_cls_accuracy": 0.8641228831958315, "iteration": 47059, "loss_box_reg": 0.2868787292391062, "loss_cls": 0.13428420899435878, "loss_rpn_cls": 0.014722863619681448, "loss_rpn_loc": 0.044515844667330384, "lr": 0.002, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8391972882673144, "total_loss": 0.4906293589883717}
{"data_time": 0.02479825192131102, "eta_seconds": 4612.515022987733, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.10919052068291854, "fast_rcnn/fg_cls_accuracy": 0.8765072483403333, "iteration": 47079, "loss_box_reg": 0.28934753220528364, "loss_cls": 0.13222863106057048, "loss_rpn_cls": 0.013451892009470612, "loss_rpn_loc": 0.0430762535543181, "lr": 0.002, "roi_head/num_bg_samples": 410.25, "roi_head/num_fg_samples": 101.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8419626103714108, "total_loss": 0.4847801394498674}
{"data_time": 0.023981382371857762, "eta_seconds": 4591.408212879207, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.1105974595323741, "fast_rcnn/fg_cls_accuracy": 0.8880598358294931, "iteration": 47099, "loss_box_reg": 0.28797357995063066, "loss_cls": 0.1368129572365433, "loss_rpn_cls": 0.015094758695340715, "loss_rpn_loc": 0.04204150609439239, "lr": 0.002, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8407657754141837, "total_loss": 0.4936543992225779}
{"data_time": 0.030454087536782026, "eta_seconds": 4569.90279458696, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.10988230519480519, "fast_rcnn/fg_cls_accuracy": 0.87109375, "iteration": 47119, "loss_box_reg": 0.2761989813297987, "loss_cls": 0.12846572091802955, "loss_rpn_cls": 0.013096746639348567, "loss_rpn_loc": 0.0405136214394588, "lr": 0.002, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8426339055877179, "total_loss": 0.45905676802794915}
{"data_time": 0.02355672512203455, "eta_seconds": 4547.834894225467, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.14886262265834077, "fast_rcnn/fg_cls_accuracy": 0.8315807679003805, "iteration": 47139, "loss_box_reg": 0.298250793479383, "loss_cls": 0.13728792499750853, "loss_rpn_cls": 0.013277718200697564, "loss_rpn_loc": 0.045217074104584754, "lr": 0.002, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8419778770767152, "total_loss": 0.4986178553517675}
{"data_time": 0.02824746328406036, "eta_seconds": 4526.574197891168, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.10011017628205128, "fast_rcnn/fg_cls_accuracy": 0.838723314309871, "iteration": 47159, "loss_box_reg": 0.285203464794904, "loss_cls": 0.13913481938652694, "loss_rpn_cls": 0.016207442895392887, "loss_rpn_loc": 0.042740913457237184, "lr": 0.002, "roi_head/num_bg_samples": 412.75, "roi_head/num_fg_samples": 99.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8416410649660975, "total_loss": 0.4913270989927696}
{"data_time": 0.027664504013955593, "eta_seconds": 4505.022500326391, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.146484375, "fast_rcnn/fg_cls_accuracy": 0.8343373493975903, "iteration": 47179, "loss_box_reg": 0.29498546477407217, "loss_cls": 0.14056288450956345, "loss_rpn_cls": 0.015240606022416614, "loss_rpn_loc": 0.03717613575281575, "lr": 0.002, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8385682364460081, "total_loss": 0.49010149265814107}
{"data_time": 0.027165848528966308, "eta_seconds": 4486.924750734586, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.10637298747763864, "fast_rcnn/fg_cls_accuracy": 0.8558779761904762, "iteration": 47199, "loss_box_reg": 0.28703691624104977, "loss_cls": 0.13202816527336836, "loss_rpn_cls": 0.016658034932333976, "loss_rpn_loc": 0.04186171304900199, "lr": 0.002, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.8416040549054742, "total_loss": 0.47368423632724443}
{"data_time": 0.03336557559669018, "eta_seconds": 4465.768050448503, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.11861670616113744, "fast_rcnn/fg_cls_accuracy": 0.8366945648885752, "iteration": 47219, "loss_box_reg": 0.290682771243155, "loss_cls": 0.1392935598269105, "loss_rpn_cls": 0.01776872159098275, "loss_rpn_loc": 0.04031356278574094, "lr": 0.002, "roi_head/num_bg_samples": 410.75, "roi_head/num_fg_samples": 101.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.8377888153772801, "total_loss": 0.492246975103626}
{"data_time": 0.019543537637218833, "eta_seconds": 4446.424622477498, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.12167159763313609, "fast_rcnn/fg_cls_accuracy": 0.8724856696195935, "iteration": 47239, "loss_box_reg": 0.285862572491169, "loss_cls": 0.13531516026705503, "loss_rpn_cls": 0.017681341734714806, "loss_rpn_loc": 0.04251370934071019, "lr": 0.002, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8382715589832515, "total_loss": 0.4958568816546176}
{"data_time": 0.027382936794310808, "eta_seconds": 4426.343377958983, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.12228801751592357, "fast_rcnn/fg_cls_accuracy": 0.8777119824840764, "iteration": 47259, "loss_box_reg": 0.2889283820986748, "loss_cls": 0.13077230262570083, "loss_rpn_cls": 0.015646590385586023, "loss_rpn_loc": 0.041402483941055834, "lr": 0.002, "roi_head/num_bg_samples": 411.0, "roi_head/num_fg_samples": 101.0, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.8425528137013316, "total_loss": 0.4660832300869515}
{"data_time": 0.023962881648913026, "eta_seconds": 4407.94863658282, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.12860720693779903, "fast_rcnn/fg_cls_accuracy": 0.8471147646679562, "iteration": 47279, "loss_box_reg": 0.2840986028313637, "loss_cls": 0.13215307821519673, "loss_rpn_cls": 0.015062892998685129, "loss_rpn_loc": 0.04113687598146498, "lr": 0.002, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8428601468913257, "total_loss": 0.47812367460574023}
{"data_time": 0.028317952761426568, "eta_seconds": 4389.696722649038, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.11065759637188208, "fast_rcnn/fg_cls_accuracy": 0.8276178349447514, "iteration": 47299, "loss_box_reg": 0.2901232475414872, "loss_cls": 0.14083002181723714, "loss_rpn_cls": 0.014952341269236058, "loss_rpn_loc": 0.04565532261040062, "lr": 0.002, "roi_head/num_bg_samples": 416.0, "roi_head/num_fg_samples": 96.0, "rpn/num_neg_anchors": 225.0, "rpn/num_pos_anchors": 31.0, "time": 0.8411063419189304, "total_loss": 0.4947500789130572}
{"data_time": 0.03263903106562793, "eta_seconds": 4371.4699514703825, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.09756558860879197, "fast_rcnn/fg_cls_accuracy": 0.8639483667695473, "iteration": 47319, "loss_box_reg": 0.2785109067335725, "loss_cls": 0.13489806605502963, "loss_rpn_cls": 0.014201157202478498, "loss_rpn_loc": 0.04249421018175781, "lr": 0.002, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8441567709669471, "total_loss": 0.4674478540473501}
{"data_time": 0.030019994592294097, "eta_seconds": 4352.3412128961645, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.11328125, "fast_rcnn/fg_cls_accuracy": 0.8655937499999999, "iteration": 47339, "loss_box_reg": 0.28655144944787025, "loss_cls": 0.13090459583327174, "loss_rpn_cls": 0.014673871712147957, "loss_rpn_loc": 0.04319772217422724, "lr": 0.002, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.8401616639457643, "total_loss": 0.46902072096054326}
{"data_time": 0.028749580029398203, "eta_seconds": 4335.192215936957, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.11105782406138667, "fast_rcnn/fg_cls_accuracy": 0.87109375, "iteration": 47359, "loss_box_reg": 0.2803802443668246, "loss_cls": 0.1328004915267229, "loss_rpn_cls": 0.014170986047247425, "loss_rpn_loc": 0.04373171948827803, "lr": 0.002, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 204.25, "rpn/num_pos_anchors": 51.75, "time": 0.8461049280595034, "total_loss": 0.48265251953853294}
{"data_time": 0.03175792586989701, "eta_seconds": 4316.679713365389, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.10103696034136546, "fast_rcnn/fg_cls_accuracy": 0.8478994296730661, "iteration": 47379, "loss_box_reg": 0.2769892765209079, "loss_cls": 0.13364845048636198, "loss_rpn_cls": 0.014394219557289034, "loss_rpn_loc": 0.041735509352292866, "lr": 0.002, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8475263556465507, "total_loss": 0.46441587033405085}
{"data_time": 0.0303034873213619, "eta_seconds": 4298.298386529321, "fast_rcnn/cls_accuracy": 0.9384765625, "fast_rcnn/false_negative": 0.12890625, "fast_rcnn/fg_cls_accuracy": 0.853148739640884, "iteration": 47399, "loss_box_reg": 0.28359842393547297, "loss_cls": 0.136775906663388, "loss_rpn_cls": 0.01486906424179324, "loss_rpn_loc": 0.04172282316721976, "lr": 0.002, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8426806014031172, "total_loss": 0.47868798962736037}
{"data_time": 0.021187397185713053, "eta_seconds": 4281.445618889527, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.8659266218354431, "iteration": 47419, "loss_box_reg": 0.2908864412456751, "loss_cls": 0.1306165351998061, "loss_rpn_cls": 0.014073924234253354, "loss_rpn_loc": 0.037770198308862746, "lr": 0.002, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8436045944690704, "total_loss": 0.47115062149532605}
{"data_time": 0.028091066982597113, "eta_seconds": 4265.797676545568, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.1176642470472441, "fast_rcnn/fg_cls_accuracy": 0.8484312996031746, "iteration": 47439, "loss_box_reg": 0.2857792917639017, "loss_cls": 0.12977293878793716, "loss_rpn_cls": 0.01415639094193466, "loss_rpn_loc": 0.04312611185014248, "lr": 0.002, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8502133633010089, "total_loss": 0.4769609608629253}
{"data_time": 0.027593892067670822, "eta_seconds": 4249.2454996421, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.08912852112676056, "fast_rcnn/fg_cls_accuracy": 0.9013274336283186, "iteration": 47459, "loss_box_reg": 0.2923652306199074, "loss_cls": 0.13412755844183266, "loss_rpn_cls": 0.014334949621115811, "loss_rpn_loc": 0.041809164453297853, "lr": 0.002, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.8520747392904013, "total_loss": 0.48683668056037277}
{"data_time": 0.02886578720062971, "eta_seconds": 4232.482118124142, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.10216145833333334, "fast_rcnn/fg_cls_accuracy": 0.8729141383495146, "iteration": 47479, "loss_box_reg": 0.29599650856107473, "loss_cls": 0.13361063925549388, "loss_rpn_cls": 0.01258343004155904, "loss_rpn_loc": 0.04415845207404345, "lr": 0.002, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8423755541443825, "total_loss": 0.49530425427656155}
{"data_time": 0.023412297945469618, "eta_seconds": 4214.545030311216, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.099609375, "fast_rcnn/fg_cls_accuracy": 0.8902464207048458, "iteration": 47499, "loss_box_reg": 0.2872259020805359, "loss_cls": 0.13771266071125865, "loss_rpn_cls": 0.01557943268562667, "loss_rpn_loc": 0.04275724699255079, "lr": 0.002, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.8373517065774649, "total_loss": 0.4934827758552274}
{"data_time": 0.022842991398647428, "eta_seconds": 4196.927158613689, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.091796875, "fast_rcnn/fg_cls_accuracy": 0.8960845226377953, "iteration": 47519, "loss_box_reg": 0.28449562564492226, "loss_cls": 0.13543870393186808, "loss_rpn_cls": 0.014073121477849782, "loss_rpn_loc": 0.040596788516268134, "lr": 0.002, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8401549013797194, "total_loss": 0.47381419119483326}
{"data_time": 0.026107964105904102, "eta_seconds": 4180.075413347222, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.10731907894736842, "fast_rcnn/fg_cls_accuracy": 0.8615056818181819, "iteration": 47539, "loss_box_reg": 0.2860862798988819, "loss_cls": 0.14037211937829852, "loss_rpn_cls": 0.013561211380874738, "loss_rpn_loc": 0.0431282453937456, "lr": 0.002, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8477658438496292, "total_loss": 0.47753678667504573}
{"data_time": 0.022870431886985898, "eta_seconds": 4162.506702238927, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.10387073863636365, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 47559, "loss_box_reg": 0.29612116422504187, "loss_cls": 0.13101427722722292, "loss_rpn_cls": 0.014135757490294054, "loss_rpn_loc": 0.04052838159259409, "lr": 0.002, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8386889919638634, "total_loss": 0.4849593861727044}
{"data_time": 0.02092610183171928, "eta_seconds": 4145.8898387348745, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.0942350332594235, "fast_rcnn/fg_cls_accuracy": 0.8818824404761905, "iteration": 47579, "loss_box_reg": 0.29396587423980236, "loss_cls": 0.14095168886706233, "loss_rpn_cls": 0.016259813914075494, "loss_rpn_loc": 0.042290179058909416, "lr": 0.002, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8444361165165901, "total_loss": 0.49544841988245025}
{"data_time": 0.028388573322445154, "eta_seconds": 4128.790841575246, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.12771739130434784, "fast_rcnn/fg_cls_accuracy": 0.8582589285714286, "iteration": 47599, "loss_box_reg": 0.2864496558904648, "loss_cls": 0.14411783404648304, "loss_rpn_cls": 0.015572460120893084, "loss_rpn_loc": 0.042582079651765525, "lr": 0.002, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.8426524894312024, "total_loss": 0.49437962866795715}
{"data_time": 0.02705889753997326, "eta_seconds": 4111.721874733921, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.08980429292929293, "fast_rcnn/fg_cls_accuracy": 0.9076704545454546, "iteration": 47619, "loss_box_reg": 0.29099779203534126, "loss_cls": 0.13639203645288944, "loss_rpn_cls": 0.014691491043777205, "loss_rpn_loc": 0.044287960161454976, "lr": 0.002, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8399337402079254, "total_loss": 0.4813568261452019}
{"data_time": 0.026327588129788637, "eta_seconds": 4095.074338189559, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.1299308401639344, "fast_rcnn/fg_cls_accuracy": 0.8568528543307087, "iteration": 47639, "loss_box_reg": 0.29655374586582184, "loss_cls": 0.13914630841463804, "loss_rpn_cls": 0.015219402383081615, "loss_rpn_loc": 0.04131224274169654, "lr": 0.002, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.8438626313582063, "total_loss": 0.4904102879227139}
{"data_time": 0.024614073103293777, "eta_seconds": 4078.2347916592844, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.10662294238683127, "fast_rcnn/fg_cls_accuracy": 0.8801229508196722, "iteration": 47659, "loss_box_reg": 0.28539045061916113, "loss_cls": 0.13122991332784295, "loss_rpn_cls": 0.014001309740706347, "loss_rpn_loc": 0.04247592273168266, "lr": 0.002, "roi_head/num_bg_samples": 410.0, "roi_head/num_fg_samples": 102.0, "rpn/num_neg_anchors": 222.75, "rpn/num_pos_anchors": 33.25, "time": 0.8434010946657509, "total_loss": 0.46959951033932157}
{"data_time": 0.024151521734893322, "eta_seconds": 4060.076459445292, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.0909642943891183, "fast_rcnn/fg_cls_accuracy": 0.907592091480447, "iteration": 47679, "loss_box_reg": 0.2939470922574401, "loss_cls": 0.1312288602348417, "loss_rpn_cls": 0.013249063718831167, "loss_rpn_loc": 0.04281713766977191, "lr": 0.002, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8393127149902284, "total_loss": 0.485910727395094}
{"data_time": 0.029303020099177957, "eta_seconds": 4043.5001806146465, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.10243414256198347, "fast_rcnn/fg_cls_accuracy": 0.8931057659993279, "iteration": 47699, "loss_box_reg": 0.28493952844291925, "loss_cls": 0.13854482118040323, "loss_rpn_cls": 0.015103812445886433, "loss_rpn_loc": 0.044536682427860796, "lr": 0.002, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8542669822927564, "total_loss": 0.4841201801682473}
{"data_time": 0.02910978812724352, "eta_seconds": 4026.7397016210016, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.09433695805677164, "fast_rcnn/fg_cls_accuracy": 0.8847828395455029, "iteration": 47719, "loss_box_reg": 0.29628942906856537, "loss_cls": 0.14262450416572392, "loss_rpn_cls": 0.014350500896398444, "loss_rpn_loc": 0.04506879870314151, "lr": 0.002, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 219.0, "rpn/num_pos_anchors": 37.0, "time": 0.8441867949441075, "total_loss": 0.5048880344838835}
{"data_time": 0.02874928736127913, "eta_seconds": 4010.139113128418, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1328125, "fast_rcnn/fg_cls_accuracy": 0.853515625, "iteration": 47739, "loss_box_reg": 0.2911737821996212, "loss_cls": 0.13570915395393968, "loss_rpn_cls": 0.01639757894736249, "loss_rpn_loc": 0.041948625177610666, "lr": 0.002, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.8437530673108995, "total_loss": 0.4751628499434446}
{"data_time": 0.02567708445712924, "eta_seconds": 3992.8473120094277, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.12548193993506493, "fast_rcnn/fg_cls_accuracy": 0.831944828539823, "iteration": 47759, "loss_box_reg": 0.2938576936721802, "loss_cls": 0.1322424216195941, "loss_rpn_cls": 0.01501374872168526, "loss_rpn_loc": 0.043726808042265475, "lr": 0.002, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8367586596868932, "total_loss": 0.48420115995395463}
{"data_time": 0.023751263739541173, "eta_seconds": 3977.087173752021, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.09765625, "fast_rcnn/fg_cls_accuracy": 0.861328125, "iteration": 47779, "loss_box_reg": 0.29399280715733767, "loss_cls": 0.14403025154024363, "loss_rpn_cls": 0.014896396700351033, "loss_rpn_loc": 0.04221530444920063, "lr": 0.002, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8474925064947456, "total_loss": 0.4944136667108978}
{"data_time": 0.02352612093091011, "eta_seconds": 3959.360664572334, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.09656681846733668, "fast_rcnn/fg_cls_accuracy": 0.8891680625348967, "iteration": 47799, "loss_box_reg": 0.2912658788263798, "loss_cls": 0.13356800330802798, "loss_rpn_cls": 0.014396017038961872, "loss_rpn_loc": 0.04265131481224671, "lr": 0.002, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 197.25, "rpn/num_pos_anchors": 58.75, "time": 0.8364089296665043, "total_loss": 0.47292790113715455}
{"data_time": 0.030325207859277725, "eta_seconds": 3942.75597323128, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.11886540005351887, "fast_rcnn/fg_cls_accuracy": 0.8571117727897389, "iteration": 47819, "loss_box_reg": 0.2881691660732031, "loss_cls": 0.13885555509477854, "loss_rpn_cls": 0.014286087636719458, "loss_rpn_loc": 0.041776876198127866, "lr": 0.002, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 212.5, "rpn/num_pos_anchors": 43.5, "time": 0.8451671677175909, "total_loss": 0.494442247756524}
{"data_time": 0.025635168654844165, "eta_seconds": 3925.9101882569958, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.10700614959839358, "fast_rcnn/fg_cls_accuracy": 0.8585668103448276, "iteration": 47839, "loss_box_reg": 0.2943113259971142, "loss_cls": 0.14267218159511685, "loss_rpn_cls": 0.015536631137365475, "loss_rpn_loc": 0.04329905263148248, "lr": 0.002, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8427876543719321, "total_loss": 0.49126820149831474}
{"data_time": 0.031986863585188985, "eta_seconds": 3908.826386785833, "fast_rcnn/cls_accuracy": 0.93896484375, "fast_rcnn/false_negative": 0.11282794710416519, "fast_rcnn/fg_cls_accuracy": 0.8760054061181435, "iteration": 47859, "loss_box_reg": 0.2931366506963968, "loss_cls": 0.14011726062744856, "loss_rpn_cls": 0.014381877714185975, "loss_rpn_loc": 0.045801885426044464, "lr": 0.002, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 203.25, "rpn/num_pos_anchors": 52.75, "time": 0.8418057728558779, "total_loss": 0.49510896658466663}
{"data_time": 0.03291136538609862, "eta_seconds": 3892.844700255897, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.0882443405511811, "fast_rcnn/fg_cls_accuracy": 0.9041291291291291, "iteration": 47879, "loss_box_reg": 0.28858308773487806, "loss_cls": 0.13713398901745677, "loss_rpn_cls": 0.016324317955877632, "loss_rpn_loc": 0.043774719757493585, "lr": 0.002, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.8447783440351486, "total_loss": 0.47935156906896736}
{"data_time": 0.01945982174947858, "eta_seconds": 3875.996205556672, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.12874175545408423, "fast_rcnn/fg_cls_accuracy": 0.8682559737553752, "iteration": 47899, "loss_box_reg": 0.27998598059639335, "loss_cls": 0.12849493860267103, "loss_rpn_cls": 0.013591560986242257, "loss_rpn_loc": 0.043292980757541955, "lr": 0.002, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8395688023883849, "total_loss": 0.47181451852520695}
{"data_time": 0.029090849915519357, "eta_seconds": 3858.9834879564587, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.11290536948431684, "fast_rcnn/fg_cls_accuracy": 0.8511991279069768, "iteration": 47919, "loss_box_reg": 0.28416273929178715, "loss_cls": 0.13482987321913242, "loss_rpn_cls": 0.016217884665820748, "loss_rpn_loc": 0.04580284096300602, "lr": 0.002, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.8377748024649918, "total_loss": 0.4819891384395305}
{"data_time": 0.02667260612361133, "eta_seconds": 3842.2992161582224, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.12384969325153375, "fast_rcnn/fg_cls_accuracy": 0.8460040841755503, "iteration": 47939, "loss_box_reg": 0.29214868042618036, "loss_cls": 0.1397173993755132, "loss_rpn_cls": 0.016116835788125172, "loss_rpn_loc": 0.04390444257296622, "lr": 0.002, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8396476441994309, "total_loss": 0.5026870060828514}
{"data_time": 0.028188432101160288, "eta_seconds": 3825.512999712955, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.08704534130543098, "fast_rcnn/fg_cls_accuracy": 0.8882746791758798, "iteration": 47959, "loss_box_reg": 0.27798817679286003, "loss_cls": 0.12912260321900249, "loss_rpn_cls": 0.012785114391590469, "loss_rpn_loc": 0.039432504563592374, "lr": 0.002, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8439092056360096, "total_loss": 0.4579271885449998}
{"data_time": 0.03167853178456426, "eta_seconds": 3809.028641884681, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.11936363636363637, "fast_rcnn/fg_cls_accuracy": 0.8571949559128631, "iteration": 47979, "loss_box_reg": 0.2849510880187154, "loss_cls": 0.1404918220359832, "loss_rpn_cls": 0.015385290178528521, "loss_rpn_loc": 0.04409817396663129, "lr": 0.002, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8501608776859939, "total_loss": 0.4925266692880541}
{"data_time": 0.0167636985424906, "eta_seconds": 3792.5809770971537, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.11466098050458716, "fast_rcnn/fg_cls_accuracy": 0.8727666059417041, "iteration": 47999, "loss_box_reg": 0.2871995382010937, "loss_cls": 0.14048148784786463, "loss_rpn_cls": 0.014538246134179644, "loss_rpn_loc": 0.041730419965460896, "lr": 0.002, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 209.0, "rpn/num_pos_anchors": 47.0, "time": 0.8425895648542792, "total_loss": 0.4840797828946961}
{"data_time": 0.02687388495542109, "eta_seconds": 3775.5688226972707, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.09375, "fast_rcnn/fg_cls_accuracy": 0.90171875, "iteration": 48019, "loss_box_reg": 0.29272851487621665, "loss_cls": 0.14020831347443163, "loss_rpn_cls": 0.016597986381384544, "loss_rpn_loc": 0.04433104733470827, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.8386721350252628, "total_loss": 0.5063780911732465}
{"data_time": 0.024409578880295157, "eta_seconds": 3758.876636043191, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.13516139935778265, "fast_rcnn/fg_cls_accuracy": 0.8648386006422173, "iteration": 48039, "loss_box_reg": 0.28157465253025293, "loss_cls": 0.13355687027797103, "loss_rpn_cls": 0.017511035439383704, "loss_rpn_loc": 0.042607422336004674, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 204.75, "rpn/num_pos_anchors": 51.25, "time": 0.8453609705902636, "total_loss": 0.48505129672412295}
{"data_time": 0.0292552902828902, "eta_seconds": 3742.149040909251, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.11822677752293578, "fast_rcnn/fg_cls_accuracy": 0.864140625, "iteration": 48059, "loss_box_reg": 0.29111980833113194, "loss_cls": 0.13213387690484524, "loss_rpn_cls": 0.014362823800183833, "loss_rpn_loc": 0.043147308053448796, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8442482447717339, "total_loss": 0.47985104299732484}
{"data_time": 0.029482186771929264, "eta_seconds": 3725.1722949892282, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.11335565476190476, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 48079, "loss_box_reg": 0.28327191062271595, "loss_cls": 0.1385170416906476, "loss_rpn_cls": 0.014520296463160776, "loss_rpn_loc": 0.04337360372301191, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8411807888187468, "total_loss": 0.483883753491682}
{"data_time": 0.02546354243531823, "eta_seconds": 3708.16299680667, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.1201923076923077, "fast_rcnn/fg_cls_accuracy": 0.8667757601351351, "iteration": 48099, "loss_box_reg": 0.27408863930031657, "loss_cls": 0.1239503133110702, "loss_rpn_cls": 0.013760899382759817, "loss_rpn_loc": 0.03796138666803017, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8369885024148971, "total_loss": 0.45232652842241805}
{"data_time": 0.03285603690892458, "eta_seconds": 3691.2284700253513, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.103515625, "fast_rcnn/fg_cls_accuracy": 0.873046875, "iteration": 48119, "loss_box_reg": 0.2793045602738857, "loss_cls": 0.13882321445271373, "loss_rpn_cls": 0.01554534095339477, "loss_rpn_loc": 0.04440446093212813, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 222.0, "rpn/num_pos_anchors": 34.0, "time": 0.8421057653613389, "total_loss": 0.47469022528093774}
{"data_time": 0.02734936843626201, "eta_seconds": 3674.1917904585134, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.09483411343612336, "fast_rcnn/fg_cls_accuracy": 0.8758259911894273, "iteration": 48139, "loss_box_reg": 0.2878863047808409, "loss_cls": 0.1341561176814139, "loss_rpn_cls": 0.014429189643124118, "loss_rpn_loc": 0.04353331262245774, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.8415041093248874, "total_loss": 0.47521947913628537}
{"data_time": 0.027045224560424685, "eta_seconds": 3656.798669456737, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.09254092261904762, "fast_rcnn/fg_cls_accuracy": 0.8895405761626812, "iteration": 48159, "loss_box_reg": 0.2878008112311363, "loss_cls": 0.1376634337939322, "loss_rpn_cls": 0.01607212623639498, "loss_rpn_loc": 0.044739825767464936, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8381015839986503, "total_loss": 0.49188912121462636}
{"data_time": 0.03191487886942923, "eta_seconds": 3640.167844404001, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.09635416666666666, "fast_rcnn/fg_cls_accuracy": 0.892578125, "iteration": 48179, "loss_box_reg": 0.28580812085419893, "loss_cls": 0.12751525500789285, "loss_rpn_cls": 0.015469389494683128, "loss_rpn_loc": 0.04209253389853984, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8439375592861325, "total_loss": 0.4659022288979031}
{"data_time": 0.031111564487218857, "eta_seconds": 3623.319115663413, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.11993787390704096, "fast_rcnn/fg_cls_accuracy": 0.8708425720620843, "iteration": 48199, "loss_box_reg": 0.2723372681066394, "loss_cls": 0.1340665528550744, "loss_rpn_cls": 0.01660048008488957, "loss_rpn_loc": 0.042241356102749705, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 411.5, "roi_head/num_fg_samples": 100.5, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8410326354205608, "total_loss": 0.47453116868564393}
{"data_time": 0.028949993662536144, "eta_seconds": 3606.790886253817, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.12023918110874632, "fast_rcnn/fg_cls_accuracy": 0.8705533596837944, "iteration": 48219, "loss_box_reg": 0.2850814666599035, "loss_cls": 0.13353875651955605, "loss_rpn_cls": 0.013493702048435807, "loss_rpn_loc": 0.03799716115463525, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 414.5, "roi_head/num_fg_samples": 97.5, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.8444747168105096, "total_loss": 0.4678050914517371}
{"data_time": 0.02046332904137671, "eta_seconds": 3589.782794655068, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.12147066885964912, "fast_rcnn/fg_cls_accuracy": 0.8779418057338468, "iteration": 48239, "loss_box_reg": 0.28365370631217957, "loss_cls": 0.1352686220780015, "loss_rpn_cls": 0.014874562693876214, "loss_rpn_loc": 0.040922726737335324, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8383692395873368, "total_loss": 0.4756225293385796}
{"data_time": 0.03395799361169338, "eta_seconds": 3573.090434151469, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.11328125, "fast_rcnn/fg_cls_accuracy": 0.8769904458598726, "iteration": 48259, "loss_box_reg": 0.29320578277111053, "loss_cls": 0.1335418752860278, "loss_rpn_cls": 0.015844380162889138, "loss_rpn_loc": 0.04452999314526096, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8439802180510014, "total_loss": 0.4829190736054443}
{"data_time": 0.02512433845549822, "eta_seconds": 3556.419852083316, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.11569574311023623, "fast_rcnn/fg_cls_accuracy": 0.8791325288589902, "iteration": 48279, "loss_box_reg": 0.28921881783753633, "loss_cls": 0.12962753837928176, "loss_rpn_cls": 0.014675887709017843, "loss_rpn_loc": 0.04139921406749636, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8453187625855207, "total_loss": 0.47620357340201735}
{"data_time": 0.02938263933174312, "eta_seconds": 3539.8265714864247, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.107421875, "fast_rcnn/fg_cls_accuracy": 0.8386036706349207, "iteration": 48299, "loss_box_reg": 0.2906992109492421, "loss_cls": 0.13764095352962613, "loss_rpn_cls": 0.014126933179795742, "loss_rpn_loc": 0.0430428022518754, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.843570512952283, "total_loss": 0.48860870475618867}
{"data_time": 0.024746936513110995, "eta_seconds": 3523.0195943799336, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.09219725343320849, "fast_rcnn/fg_cls_accuracy": 0.8624229260089686, "iteration": 48319, "loss_box_reg": 0.29229528829455376, "loss_cls": 0.13658224185928702, "loss_rpn_cls": 0.014799966796999797, "loss_rpn_loc": 0.04482235969044268, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8470515543594956, "total_loss": 0.4928506590076722}
{"data_time": 0.024967225501313806, "eta_seconds": 3506.0023213347886, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.09505208333333334, "fast_rcnn/fg_cls_accuracy": 0.884765625, "iteration": 48339, "loss_box_reg": 0.27760170493274927, "loss_cls": 0.13447354291565716, "loss_rpn_cls": 0.015300228085834533, "loss_rpn_loc": 0.04016978514846414, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8359061984810978, "total_loss": 0.4758113397838315}
{"data_time": 0.029804549412801862, "eta_seconds": 3488.5689364771824, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.12693298969072164, "fast_rcnn/fg_cls_accuracy": 0.8501509978991597, "iteration": 48359, "loss_box_reg": 0.2857309840619564, "loss_cls": 0.1330543956719339, "loss_rpn_cls": 0.012405254681652877, "loss_rpn_loc": 0.04080761189106852, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 384.25, "roi_head/num_fg_samples": 127.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8405453180894256, "total_loss": 0.48058913142449455}
{"data_time": 0.0237439195625484, "eta_seconds": 3471.72001623339, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.09765625, "fast_rcnn/fg_cls_accuracy": 0.8834291815292034, "iteration": 48379, "loss_box_reg": 0.29571557231247425, "loss_cls": 0.13606602232903242, "loss_rpn_cls": 0.013961765173007734, "loss_rpn_loc": 0.040075165568850935, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8431565824430436, "total_loss": 0.4895221541664796}
{"data_time": 0.03174694045446813, "eta_seconds": 3454.8300484386273, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.11495086394438749, "fast_rcnn/fg_cls_accuracy": 0.8621199324324325, "iteration": 48399, "loss_box_reg": 0.282526021823287, "loss_cls": 0.13268436584621668, "loss_rpn_cls": 0.01317929352808278, "loss_rpn_loc": 0.043241075007244945, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8398101711645722, "total_loss": 0.4681067238925607}
{"data_time": 0.032150664832443, "eta_seconds": 3437.3818367903586, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.099609375, "fast_rcnn/fg_cls_accuracy": 0.8751960968875502, "iteration": 48419, "loss_box_reg": 0.27399029303342104, "loss_cls": 0.13158699125051498, "loss_rpn_cls": 0.014597826346289366, "loss_rpn_loc": 0.042424232815392315, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 388.25, "roi_head/num_fg_samples": 123.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8417423358187079, "total_loss": 0.45287923188880086}
{"data_time": 0.02458541886880994, "eta_seconds": 3419.5178544886876, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.12390350877192982, "fast_rcnn/fg_cls_accuracy": 0.8760964912280702, "iteration": 48439, "loss_box_reg": 0.29229990020394325, "loss_cls": 0.13773638964630663, "loss_rpn_cls": 0.014039150053577032, "loss_rpn_loc": 0.0423093147110194, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8378874368499964, "total_loss": 0.48651344918471295}
{"data_time": 0.02940535102970898, "eta_seconds": 3402.2265293968376, "fast_rcnn/cls_accuracy": 0.9375, "fast_rcnn/false_negative": 0.11811755952380952, "fast_rcnn/fg_cls_accuracy": 0.8509513180272108, "iteration": 48459, "loss_box_reg": 0.2813194179907441, "loss_cls": 0.14137065969407558, "loss_rpn_cls": 0.013314665295183659, "loss_rpn_loc": 0.04164592199958861, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.8432535484898835, "total_loss": 0.4775226085621398}
{"data_time": 0.027592261554673314, "eta_seconds": 3385.435008328175, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.103515625, "fast_rcnn/fg_cls_accuracy": 0.896484375, "iteration": 48479, "loss_box_reg": 0.277385164052248, "loss_cls": 0.13825907837599516, "loss_rpn_cls": 0.01833412845735438, "loss_rpn_loc": 0.0453756038332358, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8431655648164451, "total_loss": 0.4804791108763311}
{"data_time": 0.024322425248101354, "eta_seconds": 3368.833563618129, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.11562938904494383, "fast_rcnn/fg_cls_accuracy": 0.8695315524583818, "iteration": 48499, "loss_box_reg": 0.29711155593395233, "loss_cls": 0.13993320520967245, "loss_rpn_cls": 0.014274350483901799, "loss_rpn_loc": 0.042065405868925154, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.8407293299678713, "total_loss": 0.4904782656667521}
{"data_time": 0.02285600802861154, "eta_seconds": 3352.089498104062, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.0956989247311828, "fast_rcnn/fg_cls_accuracy": 0.8681740481740482, "iteration": 48519, "loss_box_reg": 0.26979825738817453, "loss_cls": 0.1334743001498282, "loss_rpn_cls": 0.01467078598216176, "loss_rpn_loc": 0.03898929210845381, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.840584910241887, "total_loss": 0.4582993116200669}
{"data_time": 0.031426280504092574, "eta_seconds": 3335.018968324177, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1240985576923077, "fast_rcnn/fg_cls_accuracy": 0.8691437163659386, "iteration": 48539, "loss_box_reg": 0.2736639454960823, "loss_cls": 0.1296275134664029, "loss_rpn_cls": 0.01432833235594444, "loss_rpn_loc": 0.04086432233452797, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8426056411117315, "total_loss": 0.47281185992324026}
{"data_time": 0.0282369798514992, "eta_seconds": 3318.5407641148195, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.12153239488284653, "fast_rcnn/fg_cls_accuracy": 0.8733260203848439, "iteration": 48559, "loss_box_reg": 0.28321510925889015, "loss_cls": 0.13569388538599014, "loss_rpn_cls": 0.014725865999935195, "loss_rpn_loc": 0.04029655584599823, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8420897484757006, "total_loss": 0.46857966999232303}
{"data_time": 0.021872432436794043, "eta_seconds": 3301.568179368507, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.11967972285067874, "fast_rcnn/fg_cls_accuracy": 0.8493183210784314, "iteration": 48579, "loss_box_reg": 0.2748475819826126, "loss_cls": 0.13232324458658695, "loss_rpn_cls": 0.014933645303244703, "loss_rpn_loc": 0.043039949145168066, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8393200736027211, "total_loss": 0.4662274814618286}
{"data_time": 0.022769144037738442, "eta_seconds": 3284.727739789989, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.1337531887755102, "fast_rcnn/fg_cls_accuracy": 0.85546875, "iteration": 48599, "loss_box_reg": 0.28860537242144346, "loss_cls": 0.13366858148947358, "loss_rpn_cls": 0.015873566575464793, "loss_rpn_loc": 0.042483608063776046, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.8415109144989401, "total_loss": 0.49408331274753436}
{"data_time": 0.02663399325683713, "eta_seconds": 3268.0174335269257, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.09750791139240506, "fast_rcnn/fg_cls_accuracy": 0.8596219627270583, "iteration": 48619, "loss_box_reg": 0.28897977247834206, "loss_cls": 0.14042709860950708, "loss_rpn_cls": 0.016429439638159238, "loss_rpn_loc": 0.042000249959528446, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8434078092686832, "total_loss": 0.48625169589649886}
{"data_time": 0.03839349327608943, "eta_seconds": 3250.7774335965514, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.09070450097847357, "fast_rcnn/fg_cls_accuracy": 0.865234375, "iteration": 48639, "loss_box_reg": 0.278694124892354, "loss_cls": 0.1293158787302673, "loss_rpn_cls": 0.015277782440534793, "loss_rpn_loc": 0.04446005052886903, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8371481013018638, "total_loss": 0.46450872674176935}
{"data_time": 0.030843343352898955, "eta_seconds": 3233.7927605377045, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.09758248599294458, "fast_rcnn/fg_cls_accuracy": 0.8685060654008439, "iteration": 48659, "loss_box_reg": 0.28159605991095304, "loss_cls": 0.1334294294938445, "loss_rpn_cls": 0.014528577245073393, "loss_rpn_loc": 0.042278691311366856, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.84530521905981, "total_loss": 0.4725375416019233}
{"data_time": 0.03581600380130112, "eta_seconds": 3217.431440730812, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.12703252032520324, "fast_rcnn/fg_cls_accuracy": 0.8516287076271186, "iteration": 48679, "loss_box_reg": 0.29023501742631197, "loss_cls": 0.13546020491048694, "loss_rpn_cls": 0.01566198657383211, "loss_rpn_loc": 0.040783825679682195, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 390.75, "roi_head/num_fg_samples": 121.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8438727839384228, "total_loss": 0.4797726864926517}
{"data_time": 0.021828880766406655, "eta_seconds": 3200.11618922255, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.11568263319672131, "fast_rcnn/fg_cls_accuracy": 0.8424137931034483, "iteration": 48699, "loss_box_reg": 0.27861495688557625, "loss_cls": 0.13078907830640674, "loss_rpn_cls": 0.01267175189423142, "loss_rpn_loc": 0.03843371197581291, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8389440926257521, "total_loss": 0.4717489630857017}
{"data_time": 0.030351045774295926, "eta_seconds": 3183.176404730184, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.1199020970918781, "fast_rcnn/fg_cls_accuracy": 0.8535364145658263, "iteration": 48719, "loss_box_reg": 0.2904498940333724, "loss_cls": 0.13385166646912694, "loss_rpn_cls": 0.01336519094184041, "loss_rpn_loc": 0.04229320026934147, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8399097037035972, "total_loss": 0.48178013644064777}
{"data_time": 0.02858002600260079, "eta_seconds": 3166.582213871181, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.0920122699386503, "fast_rcnn/fg_cls_accuracy": 0.9048688524590164, "iteration": 48739, "loss_box_reg": 0.2866898765787482, "loss_cls": 0.13005189271643758, "loss_rpn_cls": 0.014127976653981023, "loss_rpn_loc": 0.03954574523959309, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 392.5, "roi_head/num_fg_samples": 119.5, "rpn/num_neg_anchors": 206.75, "rpn/num_pos_anchors": 49.25, "time": 0.8468614390585572, "total_loss": 0.4681634267908521}
{"data_time": 0.022112486651167274, "eta_seconds": 3149.6013322498184, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.11948461253244347, "fast_rcnn/fg_cls_accuracy": 0.8567467206790124, "iteration": 48759, "loss_box_reg": 0.28841087222099304, "loss_cls": 0.13785374723374844, "loss_rpn_cls": 0.014709654467878863, "loss_rpn_loc": 0.04277707193978131, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8358491181861609, "total_loss": 0.47684772219508886}
{"data_time": 0.02891349163837731, "eta_seconds": 3132.5578875434585, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.09370236280487805, "fast_rcnn/fg_cls_accuracy": 0.8726736793434284, "iteration": 48779, "loss_box_reg": 0.2735054409131408, "loss_cls": 0.12992245866917074, "loss_rpn_cls": 0.01393110744538717, "loss_rpn_loc": 0.0373218267923221, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 408.0, "roi_head/num_fg_samples": 104.0, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.8423261288553476, "total_loss": 0.4515548468916677}
{"data_time": 0.03086529765278101, "eta_seconds": 3116.0891503521707, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.11938144751924021, "fast_rcnn/fg_cls_accuracy": 0.8394505784376531, "iteration": 48799, "loss_box_reg": 0.2872245842590928, "loss_cls": 0.13572426093742251, "loss_rpn_cls": 0.013713409818592481, "loss_rpn_loc": 0.040560738067142665, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8421200294978917, "total_loss": 0.4736660397902597}
{"data_time": 0.029210207518190145, "eta_seconds": 3098.883521646727, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.09262663398692811, "fast_rcnn/fg_cls_accuracy": 0.9066293183940243, "iteration": 48819, "loss_box_reg": 0.2812928017228842, "loss_cls": 0.12703233398497105, "loss_rpn_cls": 0.013873453761334531, "loss_rpn_loc": 0.04170121543575078, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 416.75, "roi_head/num_fg_samples": 95.25, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8407221245579422, "total_loss": 0.46711334233987145}
{"data_time": 0.019012513104826212, "eta_seconds": 3082.221869428875, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.11285212372168893, "fast_rcnn/fg_cls_accuracy": 0.8495475113122172, "iteration": 48839, "loss_box_reg": 0.28857907745987177, "loss_cls": 0.13315575011074543, "loss_rpn_cls": 0.015607722132699564, "loss_rpn_loc": 0.042337934602983296, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 199.75, "rpn/num_pos_anchors": 56.25, "time": 0.843887421535328, "total_loss": 0.4776921051379759}
{"data_time": 0.027733348542824388, "eta_seconds": 3065.312163349008, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.11042548555776893, "fast_rcnn/fg_cls_accuracy": 0.8811968259162304, "iteration": 48859, "loss_box_reg": 0.28991847205907106, "loss_cls": 0.1364496387541294, "loss_rpn_cls": 0.014176967059029266, "loss_rpn_loc": 0.043186095892451704, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 385.25, "roi_head/num_fg_samples": 126.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.8367127615492791, "total_loss": 0.4861393293540459}
{"data_time": 0.029598512453958392, "eta_seconds": 3048.126711625373, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.1008849557522124, "fast_rcnn/fg_cls_accuracy": 0.8970899470899472, "iteration": 48879, "loss_box_reg": 0.2844107374548912, "loss_cls": 0.1264397029299289, "loss_rpn_cls": 0.012611314945388585, "loss_rpn_loc": 0.03984143491834402, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8474376238882542, "total_loss": 0.47158256749389693}
{"data_time": 0.02629548404365778, "eta_seconds": 3030.9279324715026, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.11209496215704826, "fast_rcnn/fg_cls_accuracy": 0.8813064419024683, "iteration": 48899, "loss_box_reg": 0.2890066234394908, "loss_cls": 0.12994979787617922, "loss_rpn_cls": 0.013033641444053501, "loss_rpn_loc": 0.04414639278547838, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8386336539406329, "total_loss": 0.46727161438320763}
{"data_time": 0.021046359091997147, "eta_seconds": 3014.094120016787, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.1199468085106383, "fast_rcnn/fg_cls_accuracy": 0.863116968457944, "iteration": 48919, "loss_box_reg": 0.28821324091404676, "loss_cls": 0.13678011298179626, "loss_rpn_cls": 0.017569454183103517, "loss_rpn_loc": 0.04279792751185596, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 213.0, "rpn/num_pos_anchors": 43.0, "time": 0.835901769110933, "total_loss": 0.48591624094115105}
{"data_time": 0.03078509122133255, "eta_seconds": 2998.1722629766446, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.09784552845528455, "fast_rcnn/fg_cls_accuracy": 0.8809607567229518, "iteration": 48939, "loss_box_reg": 0.27809378504753113, "loss_cls": 0.13785565621219575, "loss_rpn_cls": 0.014843253957224078, "loss_rpn_loc": 0.04086751723662019, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 208.5, "rpn/num_pos_anchors": 47.5, "time": 0.8524671304039657, "total_loss": 0.46909405466431053}
{"data_time": 0.025854490464553237, "eta_seconds": 2981.1930182047654, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.1015625, "fast_rcnn/fg_cls_accuracy": 0.8664232336956521, "iteration": 48959, "loss_box_reg": 0.2966142878867686, "loss_cls": 0.1363114584237337, "loss_rpn_cls": 0.01570427679689601, "loss_rpn_loc": 0.043726588250137866, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8419632674194872, "total_loss": 0.4855026412260486}
{"data_time": 0.025361906504258513, "eta_seconds": 2963.9475701830816, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.10546875, "fast_rcnn/fg_cls_accuracy": 0.884765625, "iteration": 48979, "loss_box_reg": 0.2837672606110573, "loss_cls": 0.13344246405176818, "loss_rpn_cls": 0.014556280890246853, "loss_rpn_loc": 0.04361465875990689, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 386.25, "roi_head/num_fg_samples": 125.75, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8437317230273038, "total_loss": 0.45533200561476406}
{"data_time": 0.02763827028684318, "eta_seconds": 2947.1117418946233, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.11811603483606557, "fast_rcnn/fg_cls_accuracy": 0.8554440428552988, "iteration": 48999, "loss_box_reg": 0.2895748494192958, "loss_cls": 0.1327888029627502, "loss_rpn_cls": 0.01579094913904555, "loss_rpn_loc": 0.043661270290613174, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8432421304751188, "total_loss": 0.4777224449062487}
{"data_time": 0.023480920121073723, "eta_seconds": 2930.816525532631, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.11021205357142858, "fast_rcnn/fg_cls_accuracy": 0.8656112938596492, "iteration": 49019, "loss_box_reg": 0.2947374004870653, "loss_cls": 0.13697889307513833, "loss_rpn_cls": 0.016099704836960882, "loss_rpn_loc": 0.04438883799593896, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8453312057536095, "total_loss": 0.4910982034925837}
{"data_time": 0.026381703559309244, "eta_seconds": 2913.8404507220257, "fast_rcnn/cls_accuracy": 0.9599609375, "fast_rcnn/false_negative": 0.08734744822485208, "fast_rcnn/fg_cls_accuracy": 0.9069487354034664, "iteration": 49039, "loss_box_reg": 0.26836695428937674, "loss_cls": 0.1268591140396893, "loss_rpn_cls": 0.013718409551074728, "loss_rpn_loc": 0.038797130226157606, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 390.0, "roi_head/num_fg_samples": 122.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.8392959556076676, "total_loss": 0.45003715564962476}
{"data_time": 0.022351087303832173, "eta_seconds": 2896.3130508733448, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.11141018907563024, "fast_rcnn/fg_cls_accuracy": 0.8760474860335196, "iteration": 49059, "loss_box_reg": 0.28765419218689203, "loss_cls": 0.13559238612651825, "loss_rpn_cls": 0.013936552422819659, "loss_rpn_loc": 0.042445942119229585, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.8425178723409772, "total_loss": 0.47305057042103726}
{"data_time": 0.030181736685335636, "eta_seconds": 2880.0969268928748, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.10271256345177665, "fast_rcnn/fg_cls_accuracy": 0.8517319492009132, "iteration": 49079, "loss_box_reg": 0.28048006165772676, "loss_cls": 0.12963702366687357, "loss_rpn_cls": 0.01335455057414947, "loss_rpn_loc": 0.0371182820526883, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 221.5, "rpn/num_pos_anchors": 34.5, "time": 0.8450127164833248, "total_loss": 0.4630821757891681}
{"data_time": 0.02676986181177199, "eta_seconds": 2863.667317068903, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.09942989864864865, "fast_rcnn/fg_cls_accuracy": 0.8782271944922547, "iteration": 49099, "loss_box_reg": 0.2809168342500925, "loss_cls": 0.13466948503628373, "loss_rpn_cls": 0.015015479424619116, "loss_rpn_loc": 0.043509090959560126, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 196.0, "rpn/num_pos_anchors": 60.0, "time": 0.8443114878609776, "total_loss": 0.48003186139976606}
{"data_time": 0.0336355734616518, "eta_seconds": 2846.8271681887563, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.10788143382352941, "fast_rcnn/fg_cls_accuracy": 0.87109375, "iteration": 49119, "loss_box_reg": 0.2879942301660776, "loss_cls": 0.12999079911969602, "loss_rpn_cls": 0.014509103246382438, "loss_rpn_loc": 0.043039049254730344, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8415962681174278, "total_loss": 0.4768801343816449}
{"data_time": 0.026712391525506973, "eta_seconds": 2830.0934499597643, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.09825011575860472, "fast_rcnn/fg_cls_accuracy": 0.8850837320574163, "iteration": 49139, "loss_box_reg": 0.2729964777827263, "loss_cls": 0.1226476056035608, "loss_rpn_cls": 0.01522383900010027, "loss_rpn_loc": 0.0397269323002547, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.8427145560272038, "total_loss": 0.45684549305588007}
{"data_time": 0.030321889324113727, "eta_seconds": 2813.5656942210626, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.1298325940764058, "fast_rcnn/fg_cls_accuracy": 0.8537346670560748, "iteration": 49159, "loss_box_reg": 0.2827670080587268, "loss_cls": 0.1380817440804094, "loss_rpn_cls": 0.014994281125837006, "loss_rpn_loc": 0.04380542860599235, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 218.25, "rpn/num_pos_anchors": 37.75, "time": 0.8393498610239476, "total_loss": 0.4790121965634171}
{"data_time": 0.02248151903040707, "eta_seconds": 2796.6768585154787, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.09254092261904762, "fast_rcnn/fg_cls_accuracy": 0.8563268174686193, "iteration": 49179, "loss_box_reg": 0.27782564144581556, "loss_cls": 0.1351757482625544, "loss_rpn_cls": 0.015670147287892178, "loss_rpn_loc": 0.040266698342747986, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.8406911175698042, "total_loss": 0.4790728474763455}
{"data_time": 0.03596804034896195, "eta_seconds": 2779.6991892613005, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.11585576259489302, "fast_rcnn/fg_cls_accuracy": 0.8594395661157025, "iteration": 49199, "loss_box_reg": 0.29834376368671656, "loss_cls": 0.14456426165997982, "loss_rpn_cls": 0.016623030169284903, "loss_rpn_loc": 0.04305522923823446, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8406895087100565, "total_loss": 0.5081074170884676}
{"data_time": 0.027735490584746003, "eta_seconds": 2762.2971738858614, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.08998625268240343, "fast_rcnn/fg_cls_accuracy": 0.8876679322429907, "iteration": 49219, "loss_box_reg": 0.27809450309723616, "loss_cls": 0.13096080557443202, "loss_rpn_cls": 0.01602682686643675, "loss_rpn_loc": 0.039595169480890036, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 205.0, "rpn/num_pos_anchors": 51.0, "time": 0.8354976980481297, "total_loss": 0.4722364061162807}
{"data_time": 0.028864269144833088, "eta_seconds": 2745.8436173151713, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.107421875, "fast_rcnn/fg_cls_accuracy": 0.892578125, "iteration": 49239, "loss_box_reg": 0.28599466290324926, "loss_cls": 0.13102910458110273, "loss_rpn_cls": 0.013631884648930281, "loss_rpn_loc": 0.04397390689700842, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 385.0, "roi_head/num_fg_samples": 127.0, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.8483276625629514, "total_loss": 0.4743428379224497}
{"data_time": 0.031801223987713456, "eta_seconds": 2729.052130550146, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.121595124536301, "fast_rcnn/fg_cls_accuracy": 0.8767156862745098, "iteration": 49259, "loss_box_reg": 0.28909476660192013, "loss_cls": 0.13732331851497293, "loss_rpn_cls": 0.01472189961350523, "loss_rpn_loc": 0.04544689133763313, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8464903240092099, "total_loss": 0.49603825848316774}
{"data_time": 0.028565986547619104, "eta_seconds": 2712.105977147585, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.12147435897435897, "fast_rcnn/fg_cls_accuracy": 0.8616949152542372, "iteration": 49279, "loss_box_reg": 0.27410971000790596, "loss_cls": 0.13698782422579825, "loss_rpn_cls": 0.01457466563442722, "loss_rpn_loc": 0.041507652844302356, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 213.5, "rpn/num_pos_anchors": 42.5, "time": 0.8361617564223707, "total_loss": 0.4708990590515896}
{"data_time": 0.037824318278580904, "eta_seconds": 2695.2658282674383, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.10432167658730158, "fast_rcnn/fg_cls_accuracy": 0.8679932735426009, "iteration": 49299, "loss_box_reg": 0.27757147001102567, "loss_cls": 0.12755574425682425, "loss_rpn_cls": 0.013865573768271133, "loss_rpn_loc": 0.04034702817443758, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8459430939983577, "total_loss": 0.45943951910885517}
{"data_time": 0.03055412112735212, "eta_seconds": 2677.4984985918272, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.10639291158536585, "fast_rcnn/fg_cls_accuracy": 0.8898898505114083, "iteration": 49319, "loss_box_reg": 0.27629284374415874, "loss_cls": 0.1311338299419731, "loss_rpn_cls": 0.014857359503366752, "loss_rpn_loc": 0.04083054233342409, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 206.5, "rpn/num_pos_anchors": 49.5, "time": 0.8392119121272117, "total_loss": 0.46284001754247583}
{"data_time": 0.017915319185703993, "eta_seconds": 2660.8277200651355, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.09646177685950413, "fast_rcnn/fg_cls_accuracy": 0.8964237189440993, "iteration": 49339, "loss_box_reg": 0.283995826728642, "loss_cls": 0.13481940748170018, "loss_rpn_cls": 0.013552190532209352, "loss_rpn_loc": 0.03823187673697248, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8407701423857361, "total_loss": 0.47741090850468026}
{"data_time": 0.028830420458689332, "eta_seconds": 2643.992365936283, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.10720971744525229, "fast_rcnn/fg_cls_accuracy": 0.8763836497433677, "iteration": 49359, "loss_box_reg": 0.28179593849927187, "loss_cls": 0.13268799055367708, "loss_rpn_cls": 0.014018045330885798, "loss_rpn_loc": 0.040154725080356, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 407.5, "roi_head/num_fg_samples": 104.5, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8395322465803474, "total_loss": 0.4701385175139876}
{"data_time": 0.02652606158517301, "eta_seconds": 2626.9551211730577, "fast_rcnn/cls_accuracy": 0.93701171875, "fast_rcnn/false_negative": 0.13428183658446818, "fast_rcnn/fg_cls_accuracy": 0.8329421936758894, "iteration": 49379, "loss_box_reg": 0.2726947544142604, "loss_cls": 0.13178323348984122, "loss_rpn_cls": 0.015251473872922361, "loss_rpn_loc": 0.0420271031325683, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 219.25, "rpn/num_pos_anchors": 36.75, "time": 0.8403386229183525, "total_loss": 0.45868982465253794}
{"data_time": 0.02567433100193739, "eta_seconds": 2609.969605940627, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.12227100142382534, "fast_rcnn/fg_cls_accuracy": 0.8491722869405273, "iteration": 49399, "loss_box_reg": 0.2949945190921426, "loss_cls": 0.1354210847057402, "loss_rpn_cls": 0.01358301039726939, "loss_rpn_loc": 0.043259572703391314, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.8394024220760912, "total_loss": 0.48833555934834294}
{"data_time": 0.0268132162746042, "eta_seconds": 2593.2639189348556, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.09750538179055337, "fast_rcnn/fg_cls_accuracy": 0.8869446135118686, "iteration": 49419, "loss_box_reg": 0.2803915860131383, "loss_cls": 0.12792051793076098, "loss_rpn_cls": 0.014653557009296492, "loss_rpn_loc": 0.039206524728797376, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 410.5, "roi_head/num_fg_samples": 101.5, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8425038119312376, "total_loss": 0.46633740710967686}
{"data_time": 0.03160154283978045, "eta_seconds": 2577.460529863136, "fast_rcnn/cls_accuracy": 0.9521484375, "fast_rcnn/false_negative": 0.09258928571428571, "fast_rcnn/fg_cls_accuracy": 0.8897597977243994, "iteration": 49439, "loss_box_reg": 0.2853330075740814, "loss_cls": 0.142224358394742, "loss_rpn_cls": 0.015966092840244528, "loss_rpn_loc": 0.042290103156119585, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8492136511486024, "total_loss": 0.4881700995611027}
{"data_time": 0.017269554547965527, "eta_seconds": 2560.4733342607506, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.08902138157894737, "fast_rcnn/fg_cls_accuracy": 0.904876615746181, "iteration": 49459, "loss_box_reg": 0.27438052371144295, "loss_cls": 0.13164560496807098, "loss_rpn_cls": 0.015253672114340588, "loss_rpn_loc": 0.04237887688213959, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 397.25, "roi_head/num_fg_samples": 114.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8388192534912378, "total_loss": 0.4588306686782744}
{"data_time": 0.02555564185604453, "eta_seconds": 2542.980241163168, "fast_rcnn/cls_accuracy": 0.95703125, "fast_rcnn/false_negative": 0.09475557664926436, "fast_rcnn/fg_cls_accuracy": 0.8944154405948426, "iteration": 49479, "loss_box_reg": 0.2887802477926016, "loss_cls": 0.12988109001889825, "loss_rpn_cls": 0.01321013824781403, "loss_rpn_loc": 0.042449511820450425, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.839575967984274, "total_loss": 0.4783708025206579}
{"data_time": 0.026663363445550203, "eta_seconds": 2526.7939743888564, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.08415287990196078, "fast_rcnn/fg_cls_accuracy": 0.907992923206278, "iteration": 49499, "loss_box_reg": 0.27281417418271303, "loss_cls": 0.1260692970827222, "loss_rpn_cls": 0.014637386193498969, "loss_rpn_loc": 0.041829378344118595, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.8446356798522174, "total_loss": 0.44672663255187217}
{"data_time": 0.019671157002449036, "eta_seconds": 2510.121691197157, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.10373008578431372, "fast_rcnn/fg_cls_accuracy": 0.8453881048387097, "iteration": 49519, "loss_box_reg": 0.28195243375375867, "loss_cls": 0.14351102989166975, "loss_rpn_cls": 0.014914865241735242, "loss_rpn_loc": 0.04288813832681626, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.8462995060253888, "total_loss": 0.4752716065995628}
{"data_time": 0.024602078134194016, "eta_seconds": 2492.889584386954, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.09924829306722689, "fast_rcnn/fg_cls_accuracy": 0.8736096398305084, "iteration": 49539, "loss_box_reg": 0.2784438580274582, "loss_cls": 0.13942097406834364, "loss_rpn_cls": 0.01477437220455613, "loss_rpn_loc": 0.04325624695047736, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8371218165848404, "total_loss": 0.4813203944504494}
{"data_time": 0.025148281129077077, "eta_seconds": 2475.4755859216675, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.10549019607843138, "fast_rcnn/fg_cls_accuracy": 0.8766466415749856, "iteration": 49559, "loss_box_reg": 0.2856222754344344, "loss_cls": 0.12585763493552804, "loss_rpn_cls": 0.012388882008963265, "loss_rpn_loc": 0.0394321212079376, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 408.25, "roi_head/num_fg_samples": 103.75, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8396959060337394, "total_loss": 0.4595825823198538}
{"data_time": 0.027740321354940534, "eta_seconds": 2458.4718539027963, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.0892478813559322, "fast_rcnn/fg_cls_accuracy": 0.9087989936440678, "iteration": 49579, "loss_box_reg": 0.28143976256251335, "loss_cls": 0.13495251582935452, "loss_rpn_cls": 0.014253086788812652, "loss_rpn_loc": 0.038564180373214185, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8385812253691256, "total_loss": 0.4679423763300292}
{"data_time": 0.02921436564065516, "eta_seconds": 2441.3651002796832, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.1146685163551402, "fast_rcnn/fg_cls_accuracy": 0.8555121527777778, "iteration": 49599, "loss_box_reg": 0.28610799089074135, "loss_cls": 0.13542766124010086, "loss_rpn_cls": 0.015175570908468217, "loss_rpn_loc": 0.042154644848778844, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 399.5, "roi_head/num_fg_samples": 112.5, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8387980544939637, "total_loss": 0.48351435943186516}
{"data_time": 0.030940857250243425, "eta_seconds": 2424.8056867832784, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.11669760726072606, "fast_rcnn/fg_cls_accuracy": 0.8615260115606936, "iteration": 49619, "loss_box_reg": 0.29358894005417824, "loss_cls": 0.13730069948360324, "loss_rpn_cls": 0.014002072945004329, "loss_rpn_loc": 0.043792282114736736, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 391.75, "roi_head/num_fg_samples": 120.25, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8479484864510596, "total_loss": 0.48417170460743364}
{"data_time": 0.021132447058334947, "eta_seconds": 2408.0909029771574, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.0885919540229885, "fast_rcnn/fg_cls_accuracy": 0.8728553921568627, "iteration": 49639, "loss_box_reg": 0.28215953800827265, "loss_cls": 0.1329976017586887, "loss_rpn_cls": 0.01512260190793313, "loss_rpn_loc": 0.040780963259749115, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 409.25, "roi_head/num_fg_samples": 102.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8405864762607962, "total_loss": 0.48024285362043884}
{"data_time": 0.020521855913102627, "eta_seconds": 2391.224158956902, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.10177007814706712, "fast_rcnn/fg_cls_accuracy": 0.8671875, "iteration": 49659, "loss_box_reg": 0.28699967823922634, "loss_cls": 0.13522169087082148, "loss_rpn_cls": 0.01229839950974565, "loss_rpn_loc": 0.0412975437939167, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8408355654682964, "total_loss": 0.4811334632249782}
{"data_time": 0.02823319425806403, "eta_seconds": 2374.0677652072627, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.12333545715195922, "fast_rcnn/fg_cls_accuracy": 0.8732398853137942, "iteration": 49679, "loss_box_reg": 0.28908386267721653, "loss_cls": 0.14324841415509582, "loss_rpn_cls": 0.016307857309584506, "loss_rpn_loc": 0.04209265485405922, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.841567737981677, "total_loss": 0.49164447985822335}
{"data_time": 0.018997482489794493, "eta_seconds": 2356.796727528097, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.10318299672489083, "fast_rcnn/fg_cls_accuracy": 0.8814252336448598, "iteration": 49699, "loss_box_reg": 0.2912093959748745, "loss_cls": 0.1369719011709094, "loss_rpn_cls": 0.015274691162630916, "loss_rpn_loc": 0.03955945884808898, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8366412760224193, "total_loss": 0.4815912551348447}
{"data_time": 0.028936008689925075, "eta_seconds": 2340.006287454162, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.0863863617736251, "fast_rcnn/fg_cls_accuracy": 0.8901974416017797, "iteration": 49719, "loss_box_reg": 0.2920474410057068, "loss_cls": 0.13841845747083426, "loss_rpn_cls": 0.013928971398854628, "loss_rpn_loc": 0.039744360372424126, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8410373504739255, "total_loss": 0.4871418302936945}
{"data_time": 0.03021380165591836, "eta_seconds": 2322.8365377162118, "fast_rcnn/cls_accuracy": 0.94140625, "fast_rcnn/false_negative": 0.12890625, "fast_rcnn/fg_cls_accuracy": 0.8477411684782609, "iteration": 49739, "loss_box_reg": 0.2853700825944543, "loss_cls": 0.13236030749976635, "loss_rpn_cls": 0.01450105820549652, "loss_rpn_loc": 0.043091408209875226, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8402855999302119, "total_loss": 0.48067357222316787}
{"data_time": 0.020933957304805517, "eta_seconds": 2306.288570949575, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.10364468612334801, "fast_rcnn/fg_cls_accuracy": 0.892282196969697, "iteration": 49759, "loss_box_reg": 0.27177611412480474, "loss_cls": 0.13070418150164187, "loss_rpn_cls": 0.014027456461917609, "loss_rpn_loc": 0.04302119032945484, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 400.75, "roi_head/num_fg_samples": 111.25, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.8421345504466444, "total_loss": 0.45853219513082877}
{"data_time": 0.023743157973513007, "eta_seconds": 2289.520714909304, "fast_rcnn/cls_accuracy": 0.9404296875, "fast_rcnn/false_negative": 0.1174249387254902, "fast_rcnn/fg_cls_accuracy": 0.8380730897009967, "iteration": 49779, "loss_box_reg": 0.2857458330690861, "loss_cls": 0.13580570509657264, "loss_rpn_cls": 0.01470180251635611, "loss_rpn_loc": 0.04102157196030021, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 211.0, "rpn/num_pos_anchors": 45.0, "time": 0.8448535373900086, "total_loss": 0.4761910856323084}
{"data_time": 0.027138572419062257, "eta_seconds": 2273.1510755701456, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.12225672877846791, "fast_rcnn/fg_cls_accuracy": 0.8761904761904762, "iteration": 49799, "loss_box_reg": 0.27717446628957987, "loss_cls": 0.1292742993682623, "loss_rpn_cls": 0.013737821049289778, "loss_rpn_loc": 0.040996628697030246, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 406.5, "roi_head/num_fg_samples": 105.5, "rpn/num_neg_anchors": 214.5, "rpn/num_pos_anchors": 41.5, "time": 0.8512567090801895, "total_loss": 0.4686993723298656}
{"data_time": 0.02496882574632764, "eta_seconds": 2256.509387972066, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.11056269706524376, "fast_rcnn/fg_cls_accuracy": 0.8557477678571428, "iteration": 49819, "loss_box_reg": 0.2886382322758436, "loss_cls": 0.1364809377118945, "loss_rpn_cls": 0.013131677915225737, "loss_rpn_loc": 0.04212117660790682, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8427374099846929, "total_loss": 0.49074953139643185}
{"data_time": 0.01881612092256546, "eta_seconds": 2239.67604677123, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.12018521251475797, "fast_rcnn/fg_cls_accuracy": 0.8671875, "iteration": 49839, "loss_box_reg": 0.27955392003059387, "loss_cls": 0.12903301930055022, "loss_rpn_cls": 0.012370916287181899, "loss_rpn_loc": 0.040524649841245264, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8445522540714592, "total_loss": 0.45576199641800486}
{"data_time": 0.031079824082553387, "eta_seconds": 2222.8873649437446, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.109375, "fast_rcnn/fg_cls_accuracy": 0.88671875, "iteration": 49859, "loss_box_reg": 0.29240361507982016, "loss_cls": 0.13495041616261005, "loss_rpn_cls": 0.014765691943466663, "loss_rpn_loc": 0.04229925782419741, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8418533152434975, "total_loss": 0.48494208516785875}
{"data_time": 0.02177346940152347, "eta_seconds": 2205.748896620935, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.12997074940758294, "fast_rcnn/fg_cls_accuracy": 0.8599759615384616, "iteration": 49879, "loss_box_reg": 0.28908662497997284, "loss_cls": 0.13389560114592314, "loss_rpn_cls": 0.013681783020729199, "loss_rpn_loc": 0.04144843039102852, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 395.25, "roi_head/num_fg_samples": 116.75, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.8366270323749632, "total_loss": 0.48539926049124915}
{"data_time": 0.030284072505310178, "eta_seconds": 2189.0258507619146, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.09757927955665024, "fast_rcnn/fg_cls_accuracy": 0.8822225765306122, "iteration": 49899, "loss_box_reg": 0.2831277111545205, "loss_cls": 0.1388727428857237, "loss_rpn_cls": 0.015408816732815467, "loss_rpn_loc": 0.04611218872014433, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 201.0, "rpn/num_pos_anchors": 55.0, "time": 0.8437857020180672, "total_loss": 0.4789777146943379}
{"data_time": 0.02978411503136158, "eta_seconds": 2172.342681967886, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.11903674090995622, "fast_rcnn/fg_cls_accuracy": 0.875534188034188, "iteration": 49919, "loss_box_reg": 0.2956294072791934, "loss_cls": 0.12948348885402083, "loss_rpn_cls": 0.013512629229808226, "loss_rpn_loc": 0.04267249320400879, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 393.5, "roi_head/num_fg_samples": 118.5, "rpn/num_neg_anchors": 217.5, "rpn/num_pos_anchors": 38.5, "time": 0.8417771183885634, "total_loss": 0.4951296778017422}
{"data_time": 0.0192584996111691, "eta_seconds": 2155.230054882355, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.09816586921850079, "fast_rcnn/fg_cls_accuracy": 0.8849488864549105, "iteration": 49939, "loss_box_reg": 0.2775282748043537, "loss_cls": 0.1371422754600644, "loss_rpn_cls": 0.013563713058829308, "loss_rpn_loc": 0.039300512231420726, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 402.0, "roi_head/num_fg_samples": 110.0, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.8380558958742768, "total_loss": 0.47155463258968666}
{"data_time": 0.02912991028279066, "eta_seconds": 2138.0903942948207, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.11924170616113744, "fast_rcnn/fg_cls_accuracy": 0.8551077458530806, "iteration": 49959, "loss_box_reg": 0.27986824698746204, "loss_cls": 0.131493209162727, "loss_rpn_cls": 0.013095210557366954, "loss_rpn_loc": 0.0426271406468004, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.8364437664858997, "total_loss": 0.46179556733113714}
{"data_time": 0.023353317752480507, "eta_seconds": 2120.798343038652, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.1015625, "fast_rcnn/fg_cls_accuracy": 0.8846153846153846, "iteration": 49979, "loss_box_reg": 0.2915310487151146, "loss_cls": 0.13726186146959662, "loss_rpn_cls": 0.016294407396344468, "loss_rpn_loc": 0.042018903070129454, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 209.5, "rpn/num_pos_anchors": 46.5, "time": 0.8392858086153865, "total_loss": 0.4878989899661974}
{"data_time": 0.031204450642690063, "eta_seconds": 2104.0978561493102, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.11569985280342567, "fast_rcnn/fg_cls_accuracy": 0.8706241134751773, "iteration": 49999, "loss_box_reg": 0.27692128624767065, "loss_cls": 0.1278345095925033, "loss_rpn_cls": 0.013593758194474503, "loss_rpn_loc": 0.041820037411525846, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.843492864863947, "total_loss": 0.4684169563697651}
{"data_time": 0.03182647982612252, "eta_seconds": 2087.271803721087, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.11881679080310881, "fast_rcnn/fg_cls_accuracy": 0.8562335685623357, "iteration": 50019, "loss_box_reg": 0.2880966328084469, "loss_cls": 0.14537500543519855, "loss_rpn_cls": 0.014990495976235252, "loss_rpn_loc": 0.04419001436326653, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 405.0, "roi_head/num_fg_samples": 107.0, "rpn/num_neg_anchors": 227.5, "rpn/num_pos_anchors": 28.5, "time": 0.8462150308769196, "total_loss": 0.498675417562481}
{"data_time": 0.0464624660089612, "eta_seconds": 2071.10271895607, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.10405071119356835, "fast_rcnn/fg_cls_accuracy": 0.8800471844059405, "iteration": 50039, "loss_box_reg": 0.2882878864184022, "loss_cls": 0.13634987035766244, "loss_rpn_cls": 0.013840120722306892, "loss_rpn_loc": 0.04270384833216667, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 210.25, "rpn/num_pos_anchors": 45.75, "time": 0.8727498580701649, "total_loss": 0.48919146129628643}
{"data_time": 0.04407515306957066, "eta_seconds": 2054.69652736024, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.1128885582010582, "fast_rcnn/fg_cls_accuracy": 0.8707444105691057, "iteration": 50059, "loss_box_reg": 0.2971881991252303, "loss_cls": 0.12835874711163342, "loss_rpn_cls": 0.014427905196498614, "loss_rpn_loc": 0.03947825002251193, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.9079114596825093, "total_loss": 0.47650615029851906}
{"data_time": 0.05790479900315404, "eta_seconds": 2038.5029874779284, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.12436970866533864, "fast_rcnn/fg_cls_accuracy": 0.8527654089524256, "iteration": 50079, "loss_box_reg": 0.29387114476412535, "loss_cls": 0.13656153762713075, "loss_rpn_cls": 0.014051608857698739, "loss_rpn_loc": 0.04242732690181583, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9078641443047673, "total_loss": 0.48819002276286483}
{"data_time": 0.04769329051487148, "eta_seconds": 2022.4309168981854, "fast_rcnn/cls_accuracy": 0.939453125, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.8318572091584158, "iteration": 50099, "loss_box_reg": 0.2877653827890754, "loss_cls": 0.1354894512332976, "loss_rpn_cls": 0.018011118161666673, "loss_rpn_loc": 0.04292631440330297, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 403.0, "roi_head/num_fg_samples": 109.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9024036689661443, "total_loss": 0.48831827964022523}
{"data_time": 0.05034069693647325, "eta_seconds": 2006.2061425312422, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.09519432773109243, "fast_rcnn/fg_cls_accuracy": 0.8744804495073892, "iteration": 50119, "loss_box_reg": 0.282743226736784, "loss_cls": 0.13019041810184717, "loss_rpn_cls": 0.015229702374199405, "loss_rpn_loc": 0.039664692245423794, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 202.5, "rpn/num_pos_anchors": 53.5, "time": 0.9042590577155352, "total_loss": 0.4643830543063814}
{"data_time": 0.06440308853052557, "eta_seconds": 1989.691969142994, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.11475602586713698, "fast_rcnn/fg_cls_accuracy": 0.8568084969008265, "iteration": 50139, "loss_box_reg": 0.2983115678653121, "loss_cls": 0.13260478246957064, "loss_rpn_cls": 0.014535498194163665, "loss_rpn_loc": 0.04246811650227755, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9157055534888059, "total_loss": 0.4924236164370086}
{"data_time": 0.057965480256825686, "eta_seconds": 1973.884481030982, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.10546875, "fast_rcnn/fg_cls_accuracy": 0.8745608492354353, "iteration": 50159, "loss_box_reg": 0.27867941092699766, "loss_cls": 0.12936070328578353, "loss_rpn_cls": 0.014854134409688413, "loss_rpn_loc": 0.0416880362899974, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 390.25, "roi_head/num_fg_samples": 121.75, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9214251223020256, "total_loss": 0.4590975477731263}
{"data_time": 0.05360101256519556, "eta_seconds": 1957.9260457172059, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.11370584239130435, "fast_rcnn/fg_cls_accuracy": 0.8675136782579957, "iteration": 50179, "loss_box_reg": 0.28072524908930063, "loss_cls": 0.13185754418373108, "loss_rpn_cls": 0.013583732907136437, "loss_rpn_loc": 0.0399204712593928, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.9057516676839441, "total_loss": 0.464588248905784}
{"data_time": 0.05049388203769922, "eta_seconds": 1942.1584761177655, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.11762152777777778, "fast_rcnn/fg_cls_accuracy": 0.8524297469337059, "iteration": 50199, "loss_box_reg": 0.28474928066134453, "loss_cls": 0.13465874711982906, "loss_rpn_cls": 0.014628335273300763, "loss_rpn_loc": 0.04407274257391691, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 406.0, "roi_head/num_fg_samples": 106.0, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.8977817909326404, "total_loss": 0.48535390305914916}
{"data_time": 0.05949761811643839, "eta_seconds": 1926.9100963179953, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.109375, "fast_rcnn/fg_cls_accuracy": 0.8839089912280702, "iteration": 50219, "loss_box_reg": 0.28358760103583336, "loss_cls": 0.13671670923940837, "loss_rpn_cls": 0.01487720097793499, "loss_rpn_loc": 0.04251412523444742, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.9077985808253288, "total_loss": 0.4836942511610687}
{"data_time": 0.053608902962878346, "eta_seconds": 1910.8979328796268, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.11819727891156462, "fast_rcnn/fg_cls_accuracy": 0.8595975079113924, "iteration": 50239, "loss_box_reg": 0.2930683186277747, "loss_cls": 0.1322891847230494, "loss_rpn_cls": 0.012920831533847377, "loss_rpn_loc": 0.041125347721390426, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.9106459694448858, "total_loss": 0.48600332159549}
{"data_time": 0.04607782606035471, "eta_seconds": 1895.7017417424358, "fast_rcnn/cls_accuracy": 0.943359375, "fast_rcnn/false_negative": 0.119140625, "fast_rcnn/fg_cls_accuracy": 0.865782021930353, "iteration": 50259, "loss_box_reg": 0.29400174133479595, "loss_cls": 0.13489921111613512, "loss_rpn_cls": 0.013614491675980389, "loss_rpn_loc": 0.04328682704363018, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 205.75, "rpn/num_pos_anchors": 50.25, "time": 0.8928949157707393, "total_loss": 0.49883065618632827}
{"data_time": 0.05516177578829229, "eta_seconds": 1879.9826194695197, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.1207431891025641, "fast_rcnn/fg_cls_accuracy": 0.8584644522144522, "iteration": 50279, "loss_box_reg": 0.2822942854836583, "loss_cls": 0.13887112773954868, "loss_rpn_cls": 0.013887507899198681, "loss_rpn_loc": 0.042335297795943916, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.9033830196131021, "total_loss": 0.4808566712454194}
{"data_time": 0.0588873524684459, "eta_seconds": 1864.1644264031202, "fast_rcnn/cls_accuracy": 0.93212890625, "fast_rcnn/false_negative": 0.150390625, "fast_rcnn/fg_cls_accuracy": 0.8170356931279621, "iteration": 50299, "loss_box_reg": 0.2823626743629575, "loss_cls": 0.13158536260016263, "loss_rpn_cls": 0.016335473061189987, "loss_rpn_loc": 0.045126456971047446, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 392.25, "roi_head/num_fg_samples": 119.75, "rpn/num_neg_anchors": 194.25, "rpn/num_pos_anchors": 61.75, "time": 0.9113050056621432, "total_loss": 0.4748548884817865}
{"data_time": 0.04040091997012496, "eta_seconds": 1848.6682815346867, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.10509039594240838, "fast_rcnn/fg_cls_accuracy": 0.8772925353481519, "iteration": 50319, "loss_box_reg": 0.297682685777545, "loss_cls": 0.1395685775205493, "loss_rpn_cls": 0.015136425659875385, "loss_rpn_loc": 0.04435806046240032, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 401.5, "roi_head/num_fg_samples": 110.5, "rpn/num_neg_anchors": 199.5, "rpn/num_pos_anchors": 56.5, "time": 0.8998058203142136, "total_loss": 0.48949073678522836}
{"data_time": 0.05283354315906763, "eta_seconds": 1834.2561837229878, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.11985901580459771, "fast_rcnn/fg_cls_accuracy": 0.8723799542682926, "iteration": 50339, "loss_box_reg": 0.28247700817883015, "loss_cls": 0.13444726588204503, "loss_rpn_cls": 0.0153249837749172, "loss_rpn_loc": 0.04102986725047231, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.9039032005239278, "total_loss": 0.47465218833531253}
{"data_time": 0.05473700840957463, "eta_seconds": 1818.6475331627298, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.11113911290322581, "fast_rcnn/fg_cls_accuracy": 0.8732358870967742, "iteration": 50359, "loss_box_reg": 0.2852517021819949, "loss_cls": 0.13391774892807007, "loss_rpn_cls": 0.013473311024426948, "loss_rpn_loc": 0.04335535631980747, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.8976345772389323, "total_loss": 0.47975177312036976}
{"data_time": 0.04808378592133522, "eta_seconds": 1803.174377395073, "fast_rcnn/cls_accuracy": 0.955078125, "fast_rcnn/false_negative": 0.12438118811881188, "fast_rcnn/fg_cls_accuracy": 0.8756188118811881, "iteration": 50379, "loss_box_reg": 0.28190796077251434, "loss_cls": 0.13281181966885924, "loss_rpn_cls": 0.01455411984352395, "loss_rpn_loc": 0.03858769917860627, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 398.0, "roi_head/num_fg_samples": 114.0, "rpn/num_neg_anchors": 215.75, "rpn/num_pos_anchors": 40.25, "time": 0.9068832972552627, "total_loss": 0.48257754139922326}
{"data_time": 0.05750119034200907, "eta_seconds": 1787.3835633245762, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.11759996118012422, "fast_rcnn/fg_cls_accuracy": 0.8679371843434344, "iteration": 50399, "loss_box_reg": 0.2859384249895811, "loss_cls": 0.13060444639995694, "loss_rpn_cls": 0.013539434687118046, "loss_rpn_loc": 0.041779845487326384, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.905826749978587, "total_loss": 0.46680795891734306}
{"data_time": 0.0470930349547416, "eta_seconds": 1771.6571486052126, "fast_rcnn/cls_accuracy": 0.94482421875, "fast_rcnn/false_negative": 0.12033462033462033, "fast_rcnn/fg_cls_accuracy": 0.8642424738219896, "iteration": 50419, "loss_box_reg": 0.29678748454898596, "loss_cls": 0.13909816415980458, "loss_rpn_cls": 0.014224679325707257, "loss_rpn_loc": 0.03951862454414368, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 395.75, "roi_head/num_fg_samples": 116.25, "rpn/num_neg_anchors": 221.25, "rpn/num_pos_anchors": 34.75, "time": 0.9084350867196918, "total_loss": 0.4985356628531008}
{"data_time": 0.051717333029955626, "eta_seconds": 1756.4586548991501, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.11018418201516794, "fast_rcnn/fg_cls_accuracy": 0.8692160675965666, "iteration": 50439, "loss_box_reg": 0.2777558546513319, "loss_cls": 0.12867248500697315, "loss_rpn_cls": 0.014007323887199163, "loss_rpn_loc": 0.041455253260210156, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.9132450129836798, "total_loss": 0.4681553240516223}
{"data_time": 0.04925361950881779, "eta_seconds": 1743.9280728332233, "fast_rcnn/cls_accuracy": 0.94384765625, "fast_rcnn/false_negative": 0.11993834944654616, "fast_rcnn/fg_cls_accuracy": 0.8686985299776803, "iteration": 50459, "loss_box_reg": 0.27964638639241457, "loss_cls": 0.12796041928231716, "loss_rpn_cls": 0.013191830832511187, "loss_rpn_loc": 0.04237245477270335, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.9091414951253682, "total_loss": 0.45896106748841703}
{"data_time": 0.04338790406472981, "eta_seconds": 1731.5915821145754, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.10124747983870969, "fast_rcnn/fg_cls_accuracy": 0.8880208333333333, "iteration": 50479, "loss_box_reg": 0.2839888045564294, "loss_cls": 0.13205685815773904, "loss_rpn_cls": 0.014455575990723446, "loss_rpn_loc": 0.04278143495321274, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.9010003788862377, "total_loss": 0.4743538580223685}
{"data_time": 0.04870301694609225, "eta_seconds": 1718.3725668168627, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.12629693132858524, "fast_rcnn/fg_cls_accuracy": 0.8589971863184735, "iteration": 50499, "loss_box_reg": 0.2940320074558258, "loss_cls": 0.14109873538836837, "loss_rpn_cls": 0.014223814941942692, "loss_rpn_loc": 0.04307483445154503, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.914008017629385, "total_loss": 0.49219419053406455}
{"data_time": 0.04000066081061959, "eta_seconds": 1705.5797961556818, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.10828408131454179, "fast_rcnn/fg_cls_accuracy": 0.8845890931186389, "iteration": 50519, "loss_box_reg": 0.2833070531487465, "loss_cls": 0.12937847897410393, "loss_rpn_cls": 0.012930569224408828, "loss_rpn_loc": 0.03855122020468116, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9040526135358959, "total_loss": 0.4630570077279117}
{"data_time": 0.047744096955284476, "eta_seconds": 1695.4322799886577, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.115234375, "fast_rcnn/fg_cls_accuracy": 0.8587239583333333, "iteration": 50539, "loss_box_reg": 0.2932487539947033, "loss_cls": 0.13871567882597446, "loss_rpn_cls": 0.014850233681499958, "loss_rpn_loc": 0.044426309177652, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 211.75, "rpn/num_pos_anchors": 44.25, "time": 0.9038071089889854, "total_loss": 0.4822856398532167}
{"data_time": 0.046165696112439036, "eta_seconds": 1682.3688746730331, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.10347985347985347, "fast_rcnn/fg_cls_accuracy": 0.8787286931818181, "iteration": 50559, "loss_box_reg": 0.29386760341003537, "loss_cls": 0.13754782220348716, "loss_rpn_cls": 0.014698982384288684, "loss_rpn_loc": 0.04165967623703182, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 211.5, "rpn/num_pos_anchors": 44.5, "time": 0.9150250288657844, "total_loss": 0.4901634670095518}
{"data_time": 0.03984979470260441, "eta_seconds": 1674.3388508253265, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.869140625, "iteration": 50579, "loss_box_reg": 0.302355888299644, "loss_cls": 0.14437560341320932, "loss_rpn_cls": 0.016325741322361864, "loss_rpn_loc": 0.04241079080384225, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.9078404975589365, "total_loss": 0.5141838788986206}
{"data_time": 0.05406277347356081, "eta_seconds": 1663.0113959047012, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.10302005597014925, "fast_rcnn/fg_cls_accuracy": 0.8799817593612335, "iteration": 50599, "loss_box_reg": 0.286021389067173, "loss_cls": 0.12688908237032592, "loss_rpn_cls": 0.013415589448413812, "loss_rpn_loc": 0.04267830413300544, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9035569045227021, "total_loss": 0.467591790802544}
{"data_time": 0.05468788184225559, "eta_seconds": 1653.8077515580226, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.09811852810650887, "fast_rcnn/fg_cls_accuracy": 0.8641987645348836, "iteration": 50619, "loss_box_reg": 0.28270801343023777, "loss_cls": 0.133223463781178, "loss_rpn_cls": 0.013555358105804771, "loss_rpn_loc": 0.043333577923476696, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.9131462026853114, "total_loss": 0.4746049394889269}
{"data_time": 0.050181092927232385, "eta_seconds": 1639.340375403408, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.11124858597285067, "fast_rcnn/fg_cls_accuracy": 0.8667562900299473, "iteration": 50639, "loss_box_reg": 0.28572897613048553, "loss_cls": 0.12825094675645232, "loss_rpn_cls": 0.013476197753334418, "loss_rpn_loc": 0.038638222438748926, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 207.5, "rpn/num_pos_anchors": 48.5, "time": 0.9062260191421956, "total_loss": 0.47004921593907056}
{"data_time": 0.044958383310586214, "eta_seconds": 1625.5798523593694, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.10928923293455314, "fast_rcnn/fg_cls_accuracy": 0.8355511675824177, "iteration": 50659, "loss_box_reg": 0.28843311313539743, "loss_cls": 0.14207108924165368, "loss_rpn_cls": 0.013799509921227582, "loss_rpn_loc": 0.04437069268897176, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 402.5, "roi_head/num_fg_samples": 109.5, "rpn/num_neg_anchors": 203.0, "rpn/num_pos_anchors": 53.0, "time": 0.9127384340390563, "total_loss": 0.48984724543697666}
{"data_time": 0.05665673594921827, "eta_seconds": 1611.368815356167, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.12196180555555555, "fast_rcnn/fg_cls_accuracy": 0.860885908018868, "iteration": 50679, "loss_box_reg": 0.29828604962676764, "loss_cls": 0.14105951320379972, "loss_rpn_cls": 0.01563012985570822, "loss_rpn_loc": 0.041958772111684084, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 213.25, "rpn/num_pos_anchors": 42.75, "time": 0.8967566904611886, "total_loss": 0.5054030274841352}
{"data_time": 0.06022354308515787, "eta_seconds": 1596.3277209969237, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.10658052884615385, "fast_rcnn/fg_cls_accuracy": 0.880859375, "iteration": 50699, "loss_box_reg": 0.29302954487502575, "loss_cls": 0.1405811090953648, "loss_rpn_cls": 0.015522723668254912, "loss_rpn_loc": 0.0417998640332371, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 216.0, "rpn/num_pos_anchors": 40.0, "time": 0.9012980661354959, "total_loss": 0.4887857583380537}
{"data_time": 0.04826835449784994, "eta_seconds": 1582.0864744966384, "fast_rcnn/cls_accuracy": 0.9541015625, "fast_rcnn/false_negative": 0.09375, "fast_rcnn/fg_cls_accuracy": 0.8844785803627266, "iteration": 50719, "loss_box_reg": 0.27137730922549963, "loss_cls": 0.14095333614386618, "loss_rpn_cls": 0.01472578407265246, "loss_rpn_loc": 0.04388715943787247, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 394.5, "roi_head/num_fg_samples": 117.5, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8942693115677685, "total_loss": 0.47233870657510124}
{"data_time": 0.06137984059751034, "eta_seconds": 1566.8552177043166, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.10868373328834718, "fast_rcnn/fg_cls_accuracy": 0.873046875, "iteration": 50739, "loss_box_reg": 0.2976837018504739, "loss_cls": 0.14321611588820815, "loss_rpn_cls": 0.012432418356183916, "loss_rpn_loc": 0.03998971765395254, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8982656020671129, "total_loss": 0.48853611742379144}
{"data_time": 0.045393652049824595, "eta_seconds": 1552.1280962033197, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.12398260453239707, "fast_rcnn/fg_cls_accuracy": 0.856996819627442, "iteration": 50759, "loss_box_reg": 0.27896877098828554, "loss_cls": 0.12585559440776706, "loss_rpn_cls": 0.01392286567715928, "loss_rpn_loc": 0.04121650930028409, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 399.75, "roi_head/num_fg_samples": 112.25, "rpn/num_neg_anchors": 216.25, "rpn/num_pos_anchors": 39.75, "time": 0.9069859688170254, "total_loss": 0.45138756855158135}
{"data_time": 0.03447165037505329, "eta_seconds": 1536.8346048630774, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.09404401881720431, "fast_rcnn/fg_cls_accuracy": 0.8642920173771382, "iteration": 50779, "loss_box_reg": 0.2859777044504881, "loss_cls": 0.13252400839701295, "loss_rpn_cls": 0.014479506993666291, "loss_rpn_loc": 0.04176372359506786, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 397.75, "roi_head/num_fg_samples": 114.25, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8974134866148233, "total_loss": 0.48135046419338323}
{"data_time": 0.06477974425069988, "eta_seconds": 1521.701684182277, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.11276830808080808, "fast_rcnn/fg_cls_accuracy": 0.8833254419191919, "iteration": 50799, "loss_box_reg": 0.29308486729860306, "loss_cls": 0.14114552456885576, "loss_rpn_cls": 0.01650778630573768, "loss_rpn_loc": 0.045385295641608536, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 200.0, "rpn/num_pos_anchors": 56.0, "time": 0.9130526506341994, "total_loss": 0.49087639163190033}
{"data_time": 0.0508014215156436, "eta_seconds": 1505.5750532993115, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.1128242780225159, "fast_rcnn/fg_cls_accuracy": 0.8695948401162791, "iteration": 50819, "loss_box_reg": 0.27738657500594854, "loss_cls": 0.1271235211752355, "loss_rpn_cls": 0.01346912699227687, "loss_rpn_loc": 0.042944564716890454, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 389.75, "roi_head/num_fg_samples": 122.25, "rpn/num_neg_anchors": 215.25, "rpn/num_pos_anchors": 40.75, "time": 0.891381181543693, "total_loss": 0.46528857908560894}
{"data_time": 0.04155508289113641, "eta_seconds": 1489.4143731207587, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.12474899598393574, "fast_rcnn/fg_cls_accuracy": 0.8522779567418316, "iteration": 50839, "loss_box_reg": 0.26678997837007046, "loss_cls": 0.12412647041492164, "loss_rpn_cls": 0.013156563902157359, "loss_rpn_loc": 0.03879558574408293, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 404.0, "roi_head/num_fg_samples": 108.0, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8978711627423763, "total_loss": 0.45169504143996164}
{"data_time": 0.05730957188643515, "eta_seconds": 1473.3440896798857, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.13641043239533288, "fast_rcnn/fg_cls_accuracy": 0.841796875, "iteration": 50859, "loss_box_reg": 0.28349284920841455, "loss_cls": 0.13690360076725483, "loss_rpn_cls": 0.01575992052676156, "loss_rpn_loc": 0.04524048836901784, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 415.0, "roi_head/num_fg_samples": 97.0, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.9103543818928301, "total_loss": 0.4752380694480962}
{"data_time": 0.0556012480519712, "eta_seconds": 1457.7360627900343, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.11351266291469195, "fast_rcnn/fg_cls_accuracy": 0.869140625, "iteration": 50879, "loss_box_reg": 0.29454164672642946, "loss_cls": 0.1490413243882358, "loss_rpn_cls": 0.013192419311963022, "loss_rpn_loc": 0.04217136953957379, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 386.75, "roi_head/num_fg_samples": 125.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.9153584253508598, "total_loss": 0.5081614196678856}
{"data_time": 0.05759782739914954, "eta_seconds": 1441.9459826780949, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.09375, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 50899, "loss_box_reg": 0.2905705664306879, "loss_cls": 0.1321133291348815, "loss_rpn_cls": 0.013802869747451041, "loss_rpn_loc": 0.04261733219027519, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 384.5, "roi_head/num_fg_samples": 127.5, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.9120020223781466, "total_loss": 0.47764348870987305}
{"data_time": 0.05079450737684965, "eta_seconds": 1425.7270503630862, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.14204245780590719, "fast_rcnn/fg_cls_accuracy": 0.82421875, "iteration": 50919, "loss_box_reg": 0.27964950911700726, "loss_cls": 0.13479824690148234, "loss_rpn_cls": 0.012885731892311014, "loss_rpn_loc": 0.0426445611519739, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 388.75, "roi_head/num_fg_samples": 123.25, "rpn/num_neg_anchors": 205.5, "rpn/num_pos_anchors": 50.5, "time": 0.9084735461510718, "total_loss": 0.4744435048633022}
{"data_time": 0.04698788211680949, "eta_seconds": 1410.0672355955467, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.11606654861065566, "fast_rcnn/fg_cls_accuracy": 0.8699573863636363, "iteration": 50939, "loss_box_reg": 0.2896955208852887, "loss_cls": 0.1385008180513978, "loss_rpn_cls": 0.014209845023287926, "loss_rpn_loc": 0.043038899544626474, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.9157463037408888, "total_loss": 0.4893874840636272}
{"data_time": 0.040433030342683196, "eta_seconds": 1393.2510082917288, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.11312905844155843, "fast_rcnn/fg_cls_accuracy": 0.86328125, "iteration": 50959, "loss_box_reg": 0.29256663005799055, "loss_cls": 0.13933335640467703, "loss_rpn_cls": 0.015336418291553855, "loss_rpn_loc": 0.041391225007828325, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.9071282674558461, "total_loss": 0.48605625054915436}
{"data_time": 0.04232806549407542, "eta_seconds": 1375.7051579528488, "fast_rcnn/cls_accuracy": 0.9560546875, "fast_rcnn/false_negative": 0.09501922112652515, "fast_rcnn/fg_cls_accuracy": 0.8886114690721649, "iteration": 50979, "loss_box_reg": 0.2794309323653579, "loss_cls": 0.1313242521136999, "loss_rpn_cls": 0.01367548800772056, "loss_rpn_loc": 0.04091883031651378, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 398.75, "roi_head/num_fg_samples": 113.25, "rpn/num_neg_anchors": 220.5, "rpn/num_pos_anchors": 35.5, "time": 0.896532729966566, "total_loss": 0.4695655078685377}
{"data_time": 0.04874255717732012, "eta_seconds": 1358.6636402125005, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.12354910714285713, "fast_rcnn/fg_cls_accuracy": 0.8529666070363744, "iteration": 50999, "loss_box_reg": 0.29216490779072046, "loss_cls": 0.13764033233746886, "loss_rpn_cls": 0.01715806222637184, "loss_rpn_loc": 0.04367605329025537, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 390.0, "roi_head/num_fg_samples": 122.0, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9091019334737211, "total_loss": 0.49194556602742523}
{"data_time": 0.06437645596452057, "eta_seconds": 1341.4670442473143, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.126953125, "fast_rcnn/fg_cls_accuracy": 0.841796875, "iteration": 51019, "loss_box_reg": 0.2888465290889144, "loss_cls": 0.13452140288427472, "loss_rpn_cls": 0.014038222579983994, "loss_rpn_loc": 0.0444303989643231, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 396.5, "roi_head/num_fg_samples": 115.5, "rpn/num_neg_anchors": 222.5, "rpn/num_pos_anchors": 33.5, "time": 0.9091360380407423, "total_loss": 0.4883970439332188}
{"data_time": 0.05641243001446128, "eta_seconds": 1323.870674842503, "fast_rcnn/cls_accuracy": 0.95654296875, "fast_rcnn/false_negative": 0.09478863071205113, "fast_rcnn/fg_cls_accuracy": 0.8883571857820116, "iteration": 51039, "loss_box_reg": 0.2851820080541074, "loss_cls": 0.13276496110484004, "loss_rpn_cls": 0.013931822526501492, "loss_rpn_loc": 0.04168954602209851, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 206.0, "rpn/num_pos_anchors": 50.0, "time": 0.904364166315645, "total_loss": 0.46114163081256265}
{"data_time": 0.04426665254868567, "eta_seconds": 1305.7478729966097, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.1171875, "fast_rcnn/fg_cls_accuracy": 0.869140625, "iteration": 51059, "loss_box_reg": 0.2947265822440386, "loss_cls": 0.1369753871113062, "loss_rpn_cls": 0.01576460049545858, "loss_rpn_loc": 0.04149785765912384, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.9109653560444713, "total_loss": 0.4853983399516437}
{"data_time": 0.05577547987923026, "eta_seconds": 1287.4959596625995, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.1125065467877095, "fast_rcnn/fg_cls_accuracy": 0.8583922173566879, "iteration": 51079, "loss_box_reg": 0.28492915723472834, "loss_cls": 0.13587695313617587, "loss_rpn_cls": 0.015303775129723363, "loss_rpn_loc": 0.04374116496182978, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 212.25, "rpn/num_pos_anchors": 43.75, "time": 0.9005415495485067, "total_loss": 0.4870501628611237}
{"data_time": 0.036981443176046014, "eta_seconds": 1269.5022693048231, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.12509006145369783, "fast_rcnn/fg_cls_accuracy": 0.8568683362261345, "iteration": 51099, "loss_box_reg": 0.2906143441796303, "loss_cls": 0.13036572793498635, "loss_rpn_cls": 0.015622747363522649, "loss_rpn_loc": 0.04299462540075183, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.9121105396188796, "total_loss": 0.488081401650561}
{"data_time": 0.04602696793153882, "eta_seconds": 1251.3794674589299, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.12589818250129148, "fast_rcnn/fg_cls_accuracy": 0.8406954887218046, "iteration": 51119, "loss_box_reg": 0.2818987164646387, "loss_cls": 0.1336562738288194, "loss_rpn_cls": 0.012941711989697069, "loss_rpn_loc": 0.040944648324511945, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 412.5, "roi_head/num_fg_samples": 99.5, "rpn/num_neg_anchors": 224.0, "rpn/num_pos_anchors": 32.0, "time": 0.8982068146578968, "total_loss": 0.47497565124649554}
{"data_time": 0.045003402046859264, "eta_seconds": 1233.1330057007726, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.09655539772727273, "fast_rcnn/fg_cls_accuracy": 0.897265625, "iteration": 51139, "loss_box_reg": 0.2876127967610955, "loss_cls": 0.13506878865882754, "loss_rpn_cls": 0.015022103441879153, "loss_rpn_loc": 0.04291086399462074, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.9024687281344086, "total_loss": 0.47994612259208225}
{"data_time": 0.04861295153386891, "eta_seconds": 1214.9335924002808, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.109375, "fast_rcnn/fg_cls_accuracy": 0.8760728433098591, "iteration": 51159, "loss_box_reg": 0.288621773943305, "loss_cls": 0.13280505128204823, "loss_rpn_cls": 0.013920987417805009, "loss_rpn_loc": 0.04554251115769148, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 202.75, "rpn/num_pos_anchors": 53.25, "time": 0.9058008976280689, "total_loss": 0.48077964611002244}
{"data_time": 0.04816219210624695, "eta_seconds": 1196.634942214936, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.8643891630116959, "iteration": 51179, "loss_box_reg": 0.2853257339447737, "loss_cls": 0.1360136466100812, "loss_rpn_cls": 0.013465104828355834, "loss_rpn_loc": 0.045532990247011185, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 388.0, "roi_head/num_fg_samples": 124.0, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.8992176975589246, "total_loss": 0.48264444374945015}
{"data_time": 0.048865493619814515, "eta_seconds": 1178.7344537451863, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.11905933633295838, "fast_rcnn/fg_cls_accuracy": 0.8486532426778243, "iteration": 51199, "loss_box_reg": 0.2856587991118431, "loss_cls": 0.13273860001936555, "loss_rpn_cls": 0.014293094514869153, "loss_rpn_loc": 0.03941427916288376, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 396.75, "roi_head/num_fg_samples": 115.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.9105646973475814, "total_loss": 0.4714957342366688}
{"data_time": 0.042304609436541796, "eta_seconds": 1160.5741475501563, "fast_rcnn/cls_accuracy": 0.95556640625, "fast_rcnn/false_negative": 0.09114583333333334, "fast_rcnn/fg_cls_accuracy": 0.8853298611111111, "iteration": 51219, "loss_box_reg": 0.29193844366818666, "loss_cls": 0.13445414556190372, "loss_rpn_cls": 0.012363870744593441, "loss_rpn_loc": 0.039921064977534115, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 209.25, "rpn/num_pos_anchors": 46.75, "time": 0.9080131652299315, "total_loss": 0.4811238502516062}
{"data_time": 0.039158442756161094, "eta_seconds": 1142.4935789182782, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.09825839920948617, "fast_rcnn/fg_cls_accuracy": 0.8473408385093169, "iteration": 51239, "loss_box_reg": 0.28937811125069857, "loss_cls": 0.1386893573217094, "loss_rpn_cls": 0.01437878847355023, "loss_rpn_loc": 0.04574242956005037, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 210.75, "rpn/num_pos_anchors": 45.25, "time": 0.9101687765214592, "total_loss": 0.4874756825010991}
{"data_time": 0.056604876182973385, "eta_seconds": 1124.4476023607422, "fast_rcnn/cls_accuracy": 0.94580078125, "fast_rcnn/false_negative": 0.09992654914529914, "fast_rcnn/fg_cls_accuracy": 0.8683943089430894, "iteration": 51259, "loss_box_reg": 0.2835867675021291, "loss_cls": 0.1377140050753951, "loss_rpn_cls": 0.016198343786527403, "loss_rpn_loc": 0.04023259156383574, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 400.5, "roi_head/num_fg_samples": 111.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.9055542747955769, "total_loss": 0.4833966188598424}
{"data_time": 0.035007226979359984, "eta_seconds": 1106.2266910497565, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.1260119940029985, "fast_rcnn/fg_cls_accuracy": 0.8435869565217391, "iteration": 51279, "loss_box_reg": 0.2899183500558138, "loss_cls": 0.13306077709421515, "loss_rpn_cls": 0.016820281540276483, "loss_rpn_loc": 0.04233945219311863, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 393.25, "roi_head/num_fg_samples": 118.75, "rpn/num_neg_anchors": 200.75, "rpn/num_pos_anchors": 55.25, "time": 0.8878824538551271, "total_loss": 0.4866111112642102}
{"data_time": 0.045369698433205485, "eta_seconds": 1087.816212802427, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.09760861280487805, "fast_rcnn/fg_cls_accuracy": 0.8802515723270441, "iteration": 51299, "loss_box_reg": 0.2877285797148943, "loss_cls": 0.13539511896669865, "loss_rpn_cls": 0.015065996078192256, "loss_rpn_loc": 0.04526336851995438, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 413.0, "roi_head/num_fg_samples": 99.0, "rpn/num_neg_anchors": 223.25, "rpn/num_pos_anchors": 32.75, "time": 0.9055043661501259, "total_loss": 0.4817610061072628}
{"data_time": 0.042632598197087646, "eta_seconds": 1069.8314706305973, "fast_rcnn/cls_accuracy": 0.953125, "fast_rcnn/false_negative": 0.13666538592896177, "fast_rcnn/fg_cls_accuracy": 0.826974529109589, "iteration": 51319, "loss_box_reg": 0.28318067733198404, "loss_cls": 0.13193682138808072, "loss_rpn_cls": 0.013954121561255306, "loss_rpn_loc": 0.04073696618434042, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 398.5, "roi_head/num_fg_samples": 113.5, "rpn/num_neg_anchors": 225.25, "rpn/num_pos_anchors": 30.75, "time": 0.9037527849432081, "total_loss": 0.46950009184365626}
{"data_time": 0.06989100249484181, "eta_seconds": 1051.8666570915375, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.10091145833333334, "fast_rcnn/fg_cls_accuracy": 0.8845435049019608, "iteration": 51339, "loss_box_reg": 0.28760190680623055, "loss_cls": 0.12655667448416352, "loss_rpn_cls": 0.014166189037496224, "loss_rpn_loc": 0.04262161534279585, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 387.5, "roi_head/num_fg_samples": 124.5, "rpn/num_neg_anchors": 208.25, "rpn/num_pos_anchors": 47.75, "time": 0.9102708254940808, "total_loss": 0.4633662038977491}
{"data_time": 0.05051582516171038, "eta_seconds": 1033.8245425282512, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.09972632859281437, "fast_rcnn/fg_cls_accuracy": 0.8868085488505747, "iteration": 51359, "loss_box_reg": 0.2784497682005167, "loss_cls": 0.13326942594721913, "loss_rpn_cls": 0.015125390520552173, "loss_rpn_loc": 0.04694926587399095, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 386.75, "roi_head/num_fg_samples": 125.25, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.9053983758203685, "total_loss": 0.4784650164365303}
{"data_time": 0.05094577674753964, "eta_seconds": 1015.6980015884619, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.12109375, "fast_rcnn/fg_cls_accuracy": 0.8671875, "iteration": 51379, "loss_box_reg": 0.28415259160101414, "loss_cls": 0.12827502144500613, "loss_rpn_cls": 0.012204231854411773, "loss_rpn_loc": 0.039371463033603504, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 393.75, "roi_head/num_fg_samples": 118.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.9065604135394096, "total_loss": 0.47035082086222246}
{"data_time": 0.023888609372079372, "eta_seconds": 996.9539887018036, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.1348829801502146, "fast_rcnn/fg_cls_accuracy": 0.8523919092465753, "iteration": 51399, "loss_box_reg": 0.29388521146029234, "loss_cls": 0.1380904382094741, "loss_rpn_cls": 0.014985910762334242, "loss_rpn_loc": 0.04498676210641861, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 397.5, "roi_head/num_fg_samples": 114.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8489913505036384, "total_loss": 0.49037864402635023}
{"data_time": 0.022970522521063685, "eta_seconds": 978.3913908354007, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.1015625, "fast_rcnn/fg_cls_accuracy": 0.8917100694444444, "iteration": 51419, "loss_box_reg": 0.2820764211937785, "loss_cls": 0.13282730104401708, "loss_rpn_cls": 0.013515843060304178, "loss_rpn_loc": 0.04040701675694436, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 220.75, "rpn/num_pos_anchors": 35.25, "time": 0.842042277334258, "total_loss": 0.4687377756490605}
{"data_time": 0.018715367652475834, "eta_seconds": 959.0593072017655, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.1124658677184466, "fast_rcnn/fg_cls_accuracy": 0.8683763586956521, "iteration": 51439, "loss_box_reg": 0.2971008336171508, "loss_cls": 0.13746580621227622, "loss_rpn_cls": 0.014142112486297265, "loss_rpn_loc": 0.040388625813648105, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 385.75, "roi_head/num_fg_samples": 126.25, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8436945304274559, "total_loss": 0.4834653830039315}
{"data_time": 0.02803879603743553, "eta_seconds": 939.8060468493495, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.11826453189300412, "fast_rcnn/fg_cls_accuracy": 0.8671875, "iteration": 51459, "loss_box_reg": 0.28510482888668776, "loss_cls": 0.12747142324224114, "loss_rpn_cls": 0.015244474649080075, "loss_rpn_loc": 0.04051109205465764, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8450435984414071, "total_loss": 0.4737876252766}
{"data_time": 0.02726739435456693, "eta_seconds": 920.7856327206828, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.09386733416770963, "fast_rcnn/fg_cls_accuracy": 0.8686274509803922, "iteration": 51479, "loss_box_reg": 0.29173583444207907, "loss_cls": 0.1358199305832386, "loss_rpn_cls": 0.016341236114385538, "loss_rpn_loc": 0.04451808019075543, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 394.75, "roi_head/num_fg_samples": 117.25, "rpn/num_neg_anchors": 219.5, "rpn/num_pos_anchors": 36.5, "time": 0.8405755739659071, "total_loss": 0.48301570323383203}
{"data_time": 0.032963762525469065, "eta_seconds": 901.9628073389176, "fast_rcnn/cls_accuracy": 0.958984375, "fast_rcnn/false_negative": 0.109375, "fast_rcnn/fg_cls_accuracy": 0.8652176816239316, "iteration": 51499, "loss_box_reg": 0.27967726718634367, "loss_cls": 0.13069541426375508, "loss_rpn_cls": 0.014326417120173573, "loss_rpn_loc": 0.041177648410666734, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.8447721125558019, "total_loss": 0.46554957603802904}
{"data_time": 0.031255817506462336, "eta_seconds": 883.2163262811955, "fast_rcnn/cls_accuracy": 0.93994140625, "fast_rcnn/false_negative": 0.1201999470338983, "fast_rcnn/fg_cls_accuracy": 0.8515625, "iteration": 51519, "loss_box_reg": 0.27896510623395443, "loss_cls": 0.1319107823073864, "loss_rpn_cls": 0.013493402606400196, "loss_rpn_loc": 0.043369801715016365, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 392.0, "roi_head/num_fg_samples": 120.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8438798559363931, "total_loss": 0.46714711459935643}
{"data_time": 0.030320021556690335, "eta_seconds": 863.9400372828823, "fast_rcnn/cls_accuracy": 0.9453125, "fast_rcnn/false_negative": 0.13414228723404253, "fast_rcnn/fg_cls_accuracy": 0.845703125, "iteration": 51539, "loss_box_reg": 0.2883268380537629, "loss_cls": 0.1351630138233304, "loss_rpn_cls": 0.017050461407052353, "loss_rpn_loc": 0.04264028131728992, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 409.75, "roi_head/num_fg_samples": 102.25, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.8497251730877906, "total_loss": 0.4824173023516778}
{"data_time": 0.02796172467060387, "eta_seconds": 845.1070534985047, "fast_rcnn/cls_accuracy": 0.94091796875, "fast_rcnn/false_negative": 0.115234375, "fast_rcnn/fg_cls_accuracy": 0.8675857099514563, "iteration": 51559, "loss_box_reg": 0.2872280450537801, "loss_cls": 0.14610512740910053, "loss_rpn_cls": 0.015558013983536512, "loss_rpn_loc": 0.04284361732425168, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 386.25, "roi_head/num_fg_samples": 125.75, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8450771609786898, "total_loss": 0.4921321848523803}
{"data_time": 0.03098394419066608, "eta_seconds": 826.0725935159717, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.13748301630434784, "fast_rcnn/fg_cls_accuracy": 0.8465129573170731, "iteration": 51579, "loss_box_reg": 0.292515454813838, "loss_cls": 0.1276524136774242, "loss_rpn_cls": 0.013104898520396091, "loss_rpn_loc": 0.040014571393840015, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 399.0, "roi_head/num_fg_samples": 113.0, "rpn/num_neg_anchors": 214.25, "rpn/num_pos_anchors": 41.75, "time": 0.8441107000689954, "total_loss": 0.47760657464095857}
{"data_time": 0.030534078599885106, "eta_seconds": 807.1560778897256, "fast_rcnn/cls_accuracy": 0.9443359375, "fast_rcnn/false_negative": 0.11644239369054395, "fast_rcnn/fg_cls_accuracy": 0.8664232336956521, "iteration": 51599, "loss_box_reg": 0.28915646485984325, "loss_cls": 0.1383968172594905, "loss_rpn_cls": 0.01469064447155688, "loss_rpn_loc": 0.04468755843117833, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 385.5, "roi_head/num_fg_samples": 126.5, "rpn/num_neg_anchors": 208.0, "rpn/num_pos_anchors": 48.0, "time": 0.8417441286146641, "total_loss": 0.49134564949781634}
{"data_time": 0.0319321418646723, "eta_seconds": 788.3617967250757, "fast_rcnn/cls_accuracy": 0.951171875, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.804431029040404, "iteration": 51619, "loss_box_reg": 0.2871658829972148, "loss_cls": 0.1384328785352409, "loss_rpn_cls": 0.014628911289037205, "loss_rpn_loc": 0.04288729827385396, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 415.5, "roi_head/num_fg_samples": 96.5, "rpn/num_neg_anchors": 220.25, "rpn/num_pos_anchors": 35.75, "time": 0.8533578398637474, "total_loss": 0.4822234376188135}
{"data_time": 0.021634408505633473, "eta_seconds": 769.8051693337038, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.10990730284208544, "fast_rcnn/fg_cls_accuracy": 0.8760230654761905, "iteration": 51639, "loss_box_reg": 0.27893251832574606, "loss_cls": 0.13807258429005742, "loss_rpn_cls": 0.012758660450344905, "loss_rpn_loc": 0.039872411522082984, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 394.25, "roi_head/num_fg_samples": 117.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8466676624957472, "total_loss": 0.46886193845421076}
{"data_time": 0.03091555810533464, "eta_seconds": 750.9105038712732, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.12426470588235294, "fast_rcnn/fg_cls_accuracy": 0.8365885416666667, "iteration": 51659, "loss_box_reg": 0.29558075265958905, "loss_cls": 0.13704462605528533, "loss_rpn_cls": 0.016289143590256572, "loss_rpn_loc": 0.04417312680743635, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8471811341587454, "total_loss": 0.49757929424231406}
{"data_time": 0.026957289781421423, "eta_seconds": 731.4900233885273, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.10796618852459017, "fast_rcnn/fg_cls_accuracy": 0.8725077771493213, "iteration": 51679, "loss_box_reg": 0.2952632252126932, "loss_cls": 0.13211319386027753, "loss_rpn_cls": 0.013563942644395865, "loss_rpn_loc": 0.04032126988749951, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 399.25, "roi_head/num_fg_samples": 112.75, "rpn/num_neg_anchors": 211.25, "rpn/num_pos_anchors": 44.75, "time": 0.8489008110482246, "total_loss": 0.4792066973022884}
{"data_time": 0.027528721606358886, "eta_seconds": 712.4265540142078, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.12983753440924056, "fast_rcnn/fg_cls_accuracy": 0.8433797909407665, "iteration": 51699, "loss_box_reg": 0.2795848334208131, "loss_cls": 0.14045171393081546, "loss_rpn_cls": 0.015461909264558926, "loss_rpn_loc": 0.03924052894581109, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 210.0, "rpn/num_pos_anchors": 46.0, "time": 0.839412730652839, "total_loss": 0.48439234151737764}
{"data_time": 0.020082107512280345, "eta_seconds": 692.9510937556624, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.1015625, "fast_rcnn/fg_cls_accuracy": 0.8714380699088147, "iteration": 51719, "loss_box_reg": 0.2871209969744086, "loss_cls": 0.13071315037086606, "loss_rpn_cls": 0.01671127838199027, "loss_rpn_loc": 0.04378325375728309, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 394.0, "roi_head/num_fg_samples": 118.0, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.8478103899396956, "total_loss": 0.4882031425004243}
{"data_time": 0.030455291969701648, "eta_seconds": 674.1802564957179, "fast_rcnn/cls_accuracy": 0.9609375, "fast_rcnn/false_negative": 0.0841371634513462, "fast_rcnn/fg_cls_accuracy": 0.898879716981132, "iteration": 51739, "loss_box_reg": 0.28301744908094406, "loss_cls": 0.13245741091668606, "loss_rpn_cls": 0.01193860883358866, "loss_rpn_loc": 0.044158768956549466, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 404.75, "roi_head/num_fg_samples": 107.25, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8435477025341243, "total_loss": 0.4624186971486779}
{"data_time": 0.02919246652163565, "eta_seconds": 654.5174516276456, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.12452791765402843, "fast_rcnn/fg_cls_accuracy": 0.8500873762170258, "iteration": 51759, "loss_box_reg": 0.2884825048968196, "loss_cls": 0.13995895255357027, "loss_rpn_cls": 0.013989202358061448, "loss_rpn_loc": 0.042057755519635975, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 398.25, "roi_head/num_fg_samples": 113.75, "rpn/num_neg_anchors": 223.0, "rpn/num_pos_anchors": 33.0, "time": 0.8398245815187693, "total_loss": 0.47731180986738764}
{"data_time": 0.034836995881050825, "eta_seconds": 635.3156526687089, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.11170670429515418, "fast_rcnn/fg_cls_accuracy": 0.8828125, "iteration": 51779, "loss_box_reg": 0.27350196056067944, "loss_cls": 0.13130824547261, "loss_rpn_cls": 0.013470971847709734, "loss_rpn_loc": 0.04179461038438603, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 391.25, "roi_head/num_fg_samples": 120.75, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8416221747174859, "total_loss": 0.45733925145759713}
{"data_time": 0.03284346545115113, "eta_seconds": 614.966174232075, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.11657229965156796, "fast_rcnn/fg_cls_accuracy": 0.8402830547112462, "iteration": 51799, "loss_box_reg": 0.2899753013625741, "loss_cls": 0.13941135723143816, "loss_rpn_cls": 0.014836814836598933, "loss_rpn_loc": 0.041524815605953336, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 391.0, "roi_head/num_fg_samples": 121.0, "rpn/num_neg_anchors": 214.0, "rpn/num_pos_anchors": 42.0, "time": 0.8451457524206489, "total_loss": 0.4933793162344955}
{"data_time": 0.027690177550539374, "eta_seconds": 595.5864567551762, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.126953125, "fast_rcnn/fg_cls_accuracy": 0.8511543843283582, "iteration": 51819, "loss_box_reg": 0.2782314755022526, "loss_cls": 0.13098959950730205, "loss_rpn_cls": 0.015288705035345629, "loss_rpn_loc": 0.04274123162031174, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 389.25, "roi_head/num_fg_samples": 122.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8472145621199161, "total_loss": 0.4663196963520022}
{"data_time": 0.02924960874952376, "eta_seconds": 576.1270434639882, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.10189236111111111, "fast_rcnn/fg_cls_accuracy": 0.8939438339438339, "iteration": 51839, "loss_box_reg": 0.2938861744478345, "loss_cls": 0.13704199553467333, "loss_rpn_cls": 0.016377376676246058, "loss_rpn_loc": 0.044508232502266765, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 395.5, "roi_head/num_fg_samples": 116.5, "rpn/num_neg_anchors": 210.5, "rpn/num_pos_anchors": 45.5, "time": 0.846259944839403, "total_loss": 0.4929799102101242}
{"data_time": 0.019854614743962884, "eta_seconds": 555.576425596606, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.12605533516427625, "fast_rcnn/fg_cls_accuracy": 0.8611034292035398, "iteration": 51859, "loss_box_reg": 0.29053906351327896, "loss_cls": 0.128349396167323, "loss_rpn_cls": 0.01469120283582015, "loss_rpn_loc": 0.04118815006222576, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 400.25, "roi_head/num_fg_samples": 111.75, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8361146943643689, "total_loss": 0.4815431350361905}
{"data_time": 0.01679828786291182, "eta_seconds": 536.2420079677831, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.091796875, "fast_rcnn/fg_cls_accuracy": 0.890625, "iteration": 51879, "loss_box_reg": 0.2851283997297287, "loss_cls": 0.13718999736011028, "loss_rpn_cls": 0.013221771907410584, "loss_rpn_loc": 0.042805792298167944, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 384.5, "roi_head/num_fg_samples": 127.5, "rpn/num_neg_anchors": 221.0, "rpn/num_pos_anchors": 35.0, "time": 0.8452215257566422, "total_loss": 0.47778495140664745}
{"data_time": 0.028328525368124247, "eta_seconds": 517.028350608889, "fast_rcnn/cls_accuracy": 0.94287109375, "fast_rcnn/false_negative": 0.1177257627952756, "fast_rcnn/fg_cls_accuracy": 0.841796875, "iteration": 51899, "loss_box_reg": 0.28735135216265917, "loss_cls": 0.13454712415114045, "loss_rpn_cls": 0.015981178876245394, "loss_rpn_loc": 0.04519372689537704, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 202.25, "rpn/num_pos_anchors": 53.75, "time": 0.8412690705154091, "total_loss": 0.48850033929920755}
{"data_time": 0.03052459890022874, "eta_seconds": 499.00257292436436, "fast_rcnn/cls_accuracy": 0.94189453125, "fast_rcnn/false_negative": 0.123046875, "fast_rcnn/fg_cls_accuracy": 0.8636363636363636, "iteration": 51919, "loss_box_reg": 0.2857725266367197, "loss_cls": 0.13767933659255505, "loss_rpn_cls": 0.013527463423088193, "loss_rpn_loc": 0.03860686218831688, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 388.5, "roi_head/num_fg_samples": 123.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8450799256097525, "total_loss": 0.473600732642808}
{"data_time": 0.03418453992344439, "eta_seconds": 481.0653831458185, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.08810369318181818, "fast_rcnn/fg_cls_accuracy": 0.8961563307493541, "iteration": 51939, "loss_box_reg": 0.28889397718012333, "loss_cls": 0.13244832260534167, "loss_rpn_cls": 0.01585250612697564, "loss_rpn_loc": 0.03960366558749229, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 396.0, "roi_head/num_fg_samples": 116.0, "rpn/num_neg_anchors": 218.5, "rpn/num_pos_anchors": 37.5, "time": 0.8375486044678837, "total_loss": 0.4849723422594252}
{"data_time": 0.02122569316998124, "eta_seconds": 463.1172991399653, "fast_rcnn/cls_accuracy": 0.96142578125, "fast_rcnn/false_negative": 0.091796875, "fast_rcnn/fg_cls_accuracy": 0.8984375, "iteration": 51959, "loss_box_reg": 0.2899996405467391, "loss_cls": 0.13509114691987634, "loss_rpn_cls": 0.013884593987313565, "loss_rpn_loc": 0.04213874088600278, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 387.0, "roi_head/num_fg_samples": 125.0, "rpn/num_neg_anchors": 208.75, "rpn/num_pos_anchors": 47.25, "time": 0.8427330774720758, "total_loss": 0.4752865351329092}
{"data_time": 0.026229069102555513, "eta_seconds": 445.2224966022186, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.13560037523452156, "fast_rcnn/fg_cls_accuracy": 0.8369736649061033, "iteration": 51979, "loss_box_reg": 0.2845112020149827, "loss_cls": 0.13085839222185314, "loss_rpn_cls": 0.015079145727213472, "loss_rpn_loc": 0.043202518369071186, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 397.0, "roi_head/num_fg_samples": 115.0, "rpn/num_neg_anchors": 217.75, "rpn/num_pos_anchors": 38.25, "time": 0.8423927144613117, "total_loss": 0.4739760677184677}
{"data_time": 0.025941176107153296, "eta_seconds": 427.38521676301025, "fast_rcnn/cls_accuracy": 0.95263671875, "fast_rcnn/false_negative": 0.10060671542553191, "fast_rcnn/fg_cls_accuracy": 0.8594224924012157, "iteration": 51999, "loss_box_reg": 0.2827731310389936, "loss_cls": 0.12962902756407857, "loss_rpn_cls": 0.014255395682994276, "loss_rpn_loc": 0.040667806286364794, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 406.25, "roi_head/num_fg_samples": 105.75, "rpn/num_neg_anchors": 212.0, "rpn/num_pos_anchors": 44.0, "time": 0.8384123772848397, "total_loss": 0.47672209779557306}
{"data_time": 0.027196276700124145, "eta_seconds": 409.76359913893975, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.10397273936170212, "fast_rcnn/fg_cls_accuracy": 0.8921210106382979, "iteration": 52019, "loss_box_reg": 0.2792377257719636, "loss_cls": 0.14565473515540361, "loss_rpn_cls": 0.013138863832864445, "loss_rpn_loc": 0.039317286340519786, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 391.5, "roi_head/num_fg_samples": 120.5, "rpn/num_neg_anchors": 206.25, "rpn/num_pos_anchors": 49.75, "time": 0.8413067983929068, "total_loss": 0.4816537125298055}
{"data_time": 0.017939854646101594, "eta_seconds": 392.4032505166251, "fast_rcnn/cls_accuracy": 0.93310546875, "fast_rcnn/false_negative": 0.13176501396648044, "fast_rcnn/fg_cls_accuracy": 0.830078125, "iteration": 52039, "loss_box_reg": 0.2931620329618454, "loss_cls": 0.13798286207020283, "loss_rpn_cls": 0.013828206196194515, "loss_rpn_loc": 0.041445227223448455, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 387.75, "roi_head/num_fg_samples": 124.25, "rpn/num_neg_anchors": 219.75, "rpn/num_pos_anchors": 36.25, "time": 0.8393397384788841, "total_loss": 0.48857904505712213}
{"data_time": 0.027436383068561554, "eta_seconds": 375.1229211555328, "fast_rcnn/cls_accuracy": 0.95849609375, "fast_rcnn/false_negative": 0.09561617421879431, "fast_rcnn/fg_cls_accuracy": 0.8871803977272728, "iteration": 52059, "loss_box_reg": 0.2753353454172611, "loss_cls": 0.1284048119559884, "loss_rpn_cls": 0.013993093773024157, "loss_rpn_loc": 0.04018712358083576, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 401.75, "roi_head/num_fg_samples": 110.25, "rpn/num_neg_anchors": 209.75, "rpn/num_pos_anchors": 46.25, "time": 0.8479724831413478, "total_loss": 0.4550067393647623}
{"data_time": 0.03077863110229373, "eta_seconds": 357.88185885641724, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.10180165816326531, "fast_rcnn/fg_cls_accuracy": 0.8846911149396997, "iteration": 52079, "loss_box_reg": 0.283083182759583, "loss_cls": 0.13243061630055308, "loss_rpn_cls": 0.014817347626376431, "loss_rpn_loc": 0.04413011623546481, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 400.0, "roi_head/num_fg_samples": 112.0, "rpn/num_neg_anchors": 205.25, "rpn/num_pos_anchors": 50.75, "time": 0.8423623228445649, "total_loss": 0.4791628861858044}
{"data_time": 0.022299197502434254, "eta_seconds": 340.5826435056515, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.12006915983606557, "fast_rcnn/fg_cls_accuracy": 0.8679239241803278, "iteration": 52099, "loss_box_reg": 0.29158610571175814, "loss_cls": 0.13734404183924198, "loss_rpn_cls": 0.016425454028649256, "loss_rpn_loc": 0.042700110003352165, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 412.0, "roi_head/num_fg_samples": 100.0, "rpn/num_neg_anchors": 216.75, "rpn/num_pos_anchors": 39.25, "time": 0.8360398290678859, "total_loss": 0.49847680478706025}
{"data_time": 0.034357302589342, "eta_seconds": 323.45048669166863, "fast_rcnn/cls_accuracy": 0.947265625, "fast_rcnn/false_negative": 0.130859375, "fast_rcnn/fg_cls_accuracy": 0.8578191207627119, "iteration": 52119, "loss_box_reg": 0.29723996575921774, "loss_cls": 0.13713947031646967, "loss_rpn_cls": 0.013222144494648091, "loss_rpn_loc": 0.044087340822443366, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8518652664497495, "total_loss": 0.49495575575565454}
{"data_time": 0.02038291096687317, "eta_seconds": 306.19769126479514, "fast_rcnn/cls_accuracy": 0.95068359375, "fast_rcnn/false_negative": 0.12096811038011696, "fast_rcnn/fg_cls_accuracy": 0.8555093555093556, "iteration": 52139, "loss_box_reg": 0.2866752250120044, "loss_cls": 0.1339681032113731, "loss_rpn_cls": 0.014422749445657246, "loss_rpn_loc": 0.04228134534787387, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 421.0, "roi_head/num_fg_samples": 91.0, "rpn/num_neg_anchors": 227.0, "rpn/num_pos_anchors": 29.0, "time": 0.8406984703615308, "total_loss": 0.48629525408614427}
{"data_time": 0.022279125871136785, "eta_seconds": 288.9548296297435, "fast_rcnn/cls_accuracy": 0.95361328125, "fast_rcnn/false_negative": 0.08944388944388945, "fast_rcnn/fg_cls_accuracy": 0.8961244127120904, "iteration": 52159, "loss_box_reg": 0.2831765841692686, "loss_cls": 0.13800021028146148, "loss_rpn_cls": 0.015533971774857491, "loss_rpn_loc": 0.04497227305546403, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 395.0, "roi_head/num_fg_samples": 117.0, "rpn/num_neg_anchors": 216.5, "rpn/num_pos_anchors": 39.5, "time": 0.8417673732619733, "total_loss": 0.48028424962831195}
{"data_time": 0.028938621981069446, "eta_seconds": 271.9276564945467, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.10246235246235247, "fast_rcnn/fg_cls_accuracy": 0.8849867724867725, "iteration": 52179, "loss_box_reg": 0.2905483106151223, "loss_cls": 0.13328727148473263, "loss_rpn_cls": 0.015284132023225538, "loss_rpn_loc": 0.04178287670947611, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 405.25, "roi_head/num_fg_samples": 106.75, "rpn/num_neg_anchors": 215.5, "rpn/num_pos_anchors": 40.5, "time": 0.8427632935345173, "total_loss": 0.4894205014279578}
{"data_time": 0.025622639805078506, "eta_seconds": 254.84957079938613, "fast_rcnn/cls_accuracy": 0.94921875, "fast_rcnn/false_negative": 0.11605966497270845, "fast_rcnn/fg_cls_accuracy": 0.854577922077922, "iteration": 52199, "loss_box_reg": 0.27812240459024906, "loss_cls": 0.13627928355708718, "loss_rpn_cls": 0.0175343768496532, "loss_rpn_loc": 0.04396682558581233, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 407.25, "roi_head/num_fg_samples": 104.75, "rpn/num_neg_anchors": 212.75, "rpn/num_pos_anchors": 43.25, "time": 0.8387844800017774, "total_loss": 0.47351531093590893}
{"data_time": 0.02545955521054566, "eta_seconds": 237.7120348534081, "fast_rcnn/cls_accuracy": 0.94970703125, "fast_rcnn/false_negative": 0.10466056034482758, "fast_rcnn/fg_cls_accuracy": 0.8820181255526083, "iteration": 52219, "loss_box_reg": 0.2821929194033146, "loss_cls": 0.13564148265868425, "loss_rpn_cls": 0.015358492237282917, "loss_rpn_loc": 0.045625022728927433, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 404.25, "roi_head/num_fg_samples": 107.75, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8377459037583321, "total_loss": 0.47487191687105224}
{"data_time": 0.025530036073178053, "eta_seconds": 220.7022831325885, "fast_rcnn/cls_accuracy": 0.94873046875, "fast_rcnn/false_negative": 0.115234375, "fast_rcnn/fg_cls_accuracy": 0.8758167613636363, "iteration": 52239, "loss_box_reg": 0.28445356618613005, "loss_cls": 0.1281835741829127, "loss_rpn_cls": 0.012021587936033029, "loss_rpn_loc": 0.04043531697243452, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 401.0, "roi_head/num_fg_samples": 111.0, "rpn/num_neg_anchors": 207.75, "rpn/num_pos_anchors": 48.25, "time": 0.8432320833671838, "total_loss": 0.4731844257185003}
{"data_time": 0.027442398481070995, "eta_seconds": 203.6547824232839, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.09975695978789217, "fast_rcnn/fg_cls_accuracy": 0.876953125, "iteration": 52259, "loss_box_reg": 0.282239206135273, "loss_cls": 0.13557668635621667, "loss_rpn_cls": 0.015305810768040828, "loss_rpn_loc": 0.04302380804438144, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 404.5, "roi_head/num_fg_samples": 107.5, "rpn/num_neg_anchors": 222.25, "rpn/num_pos_anchors": 33.75, "time": 0.8413382053840905, "total_loss": 0.47410202911123633}
{"data_time": 0.02887029736302793, "eta_seconds": 186.692621874623, "fast_rcnn/cls_accuracy": 0.94677734375, "fast_rcnn/false_negative": 0.1015625, "fast_rcnn/fg_cls_accuracy": 0.8676163534720819, "iteration": 52279, "loss_box_reg": 0.28298381995409727, "loss_cls": 0.13848139438778162, "loss_rpn_cls": 0.015383427293272689, "loss_rpn_loc": 0.04347186232917011, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 385.75, "roi_head/num_fg_samples": 126.25, "rpn/num_neg_anchors": 207.0, "rpn/num_pos_anchors": 49.0, "time": 0.8391923436429352, "total_loss": 0.4936701696133241}
{"data_time": 0.029129095608368516, "eta_seconds": 169.75241812784225, "fast_rcnn/cls_accuracy": 0.94775390625, "fast_rcnn/false_negative": 0.11248316585517457, "fast_rcnn/fg_cls_accuracy": 0.8775921658986174, "iteration": 52299, "loss_box_reg": 0.2743512662127614, "loss_cls": 0.12898787343874574, "loss_rpn_cls": 0.014694036115542985, "loss_rpn_loc": 0.04421626287512481, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 403.75, "roi_head/num_fg_samples": 108.25, "rpn/num_neg_anchors": 217.25, "rpn/num_pos_anchors": 38.75, "time": 0.8456434989348054, "total_loss": 0.4625957524840487}
{"data_time": 0.024754351703450084, "eta_seconds": 152.80671966192313, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.11198156682027649, "fast_rcnn/fg_cls_accuracy": 0.8842633928571428, "iteration": 52319, "loss_box_reg": 0.28707614447921515, "loss_cls": 0.13339051185175776, "loss_rpn_cls": 0.015226779512886424, "loss_rpn_loc": 0.04154695896431804, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 386.75, "roi_head/num_fg_samples": 125.25, "rpn/num_neg_anchors": 217.0, "rpn/num_pos_anchors": 39.0, "time": 0.8437965605407953, "total_loss": 0.4701684711908456}
{"data_time": 0.017690751003101468, "eta_seconds": 135.82519208779559, "fast_rcnn/cls_accuracy": 0.95166015625, "fast_rcnn/false_negative": 0.107421875, "fast_rcnn/fg_cls_accuracy": 0.8800426136363637, "iteration": 52339, "loss_box_reg": 0.2736854376271367, "loss_cls": 0.12860794342122972, "loss_rpn_cls": 0.01312963047530502, "loss_rpn_loc": 0.042741859098896384, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 384.0, "roi_head/num_fg_samples": 128.0, "rpn/num_neg_anchors": 214.75, "rpn/num_pos_anchors": 41.25, "time": 0.8409586509224027, "total_loss": 0.46144401871424634}
{"data_time": 0.02954208804294467, "eta_seconds": 118.92661589174531, "fast_rcnn/cls_accuracy": 0.9580078125, "fast_rcnn/false_negative": 0.09262269176938011, "fast_rcnn/fg_cls_accuracy": 0.87890625, "iteration": 52359, "loss_box_reg": 0.2866135910153389, "loss_cls": 0.13302906369790435, "loss_rpn_cls": 0.012380017855321057, "loss_rpn_loc": 0.041779414867050946, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 390.5, "roi_head/num_fg_samples": 121.5, "rpn/num_neg_anchors": 215.0, "rpn/num_pos_anchors": 41.0, "time": 0.8454228185582906, "total_loss": 0.47302526704152115}
{"data_time": 0.021452090004459023, "eta_seconds": 102.0357709787786, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.10119618755197338, "fast_rcnn/fg_cls_accuracy": 0.8780193236714976, "iteration": 52379, "loss_box_reg": 0.2749357847496867, "loss_cls": 0.12937682773917913, "loss_rpn_cls": 0.013304455686011352, "loss_rpn_loc": 0.038663182232994586, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 402.25, "roi_head/num_fg_samples": 109.75, "rpn/num_neg_anchors": 220.0, "rpn/num_pos_anchors": 36.0, "time": 0.842313515720889, "total_loss": 0.4598515846882947}
{"data_time": 0.03012894350104034, "eta_seconds": 85.1551340483129, "fast_rcnn/cls_accuracy": 0.95751953125, "fast_rcnn/false_negative": 0.095457995951417, "fast_rcnn/fg_cls_accuracy": 0.89453125, "iteration": 52399, "loss_box_reg": 0.2703759893774986, "loss_cls": 0.12432362511754036, "loss_rpn_cls": 0.01463271577085834, "loss_rpn_loc": 0.03882649086881429, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 386.75, "roi_head/num_fg_samples": 125.25, "rpn/num_neg_anchors": 213.75, "rpn/num_pos_anchors": 42.25, "time": 0.8438816871494055, "total_loss": 0.44658590300241485}
{"data_time": 0.023695896612480283, "eta_seconds": 68.29231898370199, "fast_rcnn/cls_accuracy": 0.9462890625, "fast_rcnn/false_negative": 0.10797991071428571, "fast_rcnn/fg_cls_accuracy": 0.8708917025862069, "iteration": 52419, "loss_box_reg": 0.2768627293407917, "loss_cls": 0.12905428791418672, "loss_rpn_cls": 0.01351632727892138, "loss_rpn_loc": 0.04187888163141906, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 384.5, "roi_head/num_fg_samples": 127.5, "rpn/num_neg_anchors": 203.75, "rpn/num_pos_anchors": 52.25, "time": 0.8394075075630099, "total_loss": 0.4656686360176536}
{"data_time": 0.030571174109354615, "eta_seconds": 51.42159553314559, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.12061519478230213, "fast_rcnn/fg_cls_accuracy": 0.8532006048387097, "iteration": 52439, "loss_box_reg": 0.2816538247279823, "loss_cls": 0.13290503434836864, "loss_rpn_cls": 0.013774558407021686, "loss_rpn_loc": 0.04239807405974716, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 403.25, "roi_head/num_fg_samples": 108.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8392247934825718, "total_loss": 0.4695888402929995}
{"data_time": 0.033004012890160084, "eta_seconds": 34.56055221427232, "fast_rcnn/cls_accuracy": 0.95458984375, "fast_rcnn/false_negative": 0.13543950568068566, "fast_rcnn/fg_cls_accuracy": 0.8514752094972067, "iteration": 52459, "loss_box_reg": 0.2786068096756935, "loss_cls": 0.1349621491972357, "loss_rpn_cls": 0.015009453134553041, "loss_rpn_loc": 0.04240818147081882, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 423.25, "roi_head/num_fg_samples": 88.75, "rpn/num_neg_anchors": 218.0, "rpn/num_pos_anchors": 38.0, "time": 0.8425552854314446, "total_loss": 0.4687883225706173}
{"data_time": 0.027841929579153657, "eta_seconds": 17.704485175665468, "fast_rcnn/cls_accuracy": 0.9423828125, "fast_rcnn/false_negative": 0.10546875, "fast_rcnn/fg_cls_accuracy": 0.8492254273504274, "iteration": 52479, "loss_box_reg": 0.2833594186231494, "loss_cls": 0.1447942848317325, "loss_rpn_cls": 0.014300976385129616, "loss_rpn_loc": 0.0373188549419865, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 393.0, "roi_head/num_fg_samples": 119.0, "rpn/num_neg_anchors": 197.0, "rpn/num_pos_anchors": 59.0, "time": 0.8462048226501793, "total_loss": 0.48717164041590877}
{"bbox/AP": 29.52112506747515, "bbox/AP-bike": 22.836375844704584, "bbox/AP-bus": 46.789505636816926, "bbox/AP-car": 45.894210270442976, "bbox/AP-motor": 21.629299720087594, "bbox/AP-person": 29.524667497079093, "bbox/AP-rider": 24.744169376000528, "bbox/AP-traffic light": 24.48699046874896, "bbox/AP-traffic sign": 35.82536153287494, "bbox/AP-train": 0.0, "bbox/AP-truck": 43.48067032799589, "bbox/AP50": 55.26313092119499, "bbox/AP75": 26.953376642076133, "bbox/APl": 52.05493670430131, "bbox/APm": 34.33639331927036, "bbox/APs": 12.09125354891783, "data_time": 0.026633088942617178, "eta_seconds": 0.8430707226507366, "fast_rcnn/cls_accuracy": 0.9482421875, "fast_rcnn/false_negative": 0.12596743574766356, "fast_rcnn/fg_cls_accuracy": 0.8619290865384616, "iteration": 52499, "loss_box_reg": 0.2842126307077706, "loss_cls": 0.13526122854091227, "loss_rpn_cls": 0.014773616734601092, "loss_rpn_loc": 0.04120238631730899, "lr": 0.00020000000000000004, "roi_head/num_bg_samples": 396.25, "roi_head/num_fg_samples": 115.75, "rpn/num_neg_anchors": 218.75, "rpn/num_pos_anchors": 37.25, "time": 0.8463635162916034, "total_loss": 0.4841522796123172}